{ "data": { "id": "IG1scfvEpGbbrWYek", "actId": "tba8gl0gackXF4x6b", "userId": "IYgBDiXtHOijAaUel", "startedAt": "2026-11-11T18:41:09.769Z", "finishedAt": "2026-11-11T18:41:26.856Z", "status": "SUCCEEDED", "meta": { "origin": "CLI" }, "stats": { "durationMillis": 16948, "runTimeSecs": 16.948, "computeUnits": 0.01883111111111111, "imageSizeBytes": 374179840 }, "options": { "useCache": true, "betaPackages": false, "memoryMbytes": 4096, "diskMbytes": 8192 }, "createdByOrganizationMemberUserId": "QYo53EZkJk0prePWY", "exitCode": 0, "inputSchema": "{\n \"title\": \"LinkedIn hiring radar input\",\n \"description\": \"Search LinkedIn job postings by keyword, place or employer, or paste job links. Returns pay ranges, applicant counts, descriptions and each employer's LinkedIn profile without a LinkedIn account.\",\n \"type\": \"object\",\n \"schemaVersion\": 1,\n \"properties\": {\n \"searchQueries\": {\n \"title\": \"Search keywords\",\n \"type\": \"array\",\n \"editor\": \"stringList\",\n \"description\": \"Job titles, skills or phrases to search for, one per line (e.g. 'data analyst', 'registered nurse'). Each keyword is searched in every location you list, and results are merged without duplicates.\",\n \"prefill\": [\n \"Python Developer\"\n ],\n \"sectionCaption\": \"What to search\",\n \"sectionDescription\": \"Search by keywords, paste LinkedIn search links, or list specific job links. Use at least one of the three.\"\n },\n \"searchUrls\": {\n \"title\": \"LinkedIn job search links\",\n \"type\": \"array\",\n \"editor\": \"requestListSources\",\n \"description\": \"Paste job search links copied from LinkedIn (linkedin.com/jobs/search/?...). The keywords, location and filters inside each link are kept.\"\n },\n \"jobUrls\": {\n \"title\": \"Job links or IDs\",\n \"type\": \"array\",\n \"editor\": \"stringList\",\n \"description\": \"Scrape specific job postings: paste job links (linkedin.com/jobs/view/...) or numeric job IDs. Postings that have been taken down are skipped.\"\n },\n \"locations\": {\n \"title\": \"Locations\",\n \"type\": \"array\",\n \"editor\": \"stringList\",\n \"description\": \"Cities, regions or countries in English (e.g. 'Germany', 'Austin, Texas', 'London Area, United Kingdom'). Every keyword is searched in each location. A location LinkedIn doesn't recognise is reported and skipped rather than silently searched as the United States. Leave empty to search worldwide.\",\n \"prefill\": [\n \"United States\"\n ],\n \"sectionCaption\": \"Where\",\n \"sectionDescription\": \"Each search returns at most 1,000 jobs, so list several locations to collect more.\"\n },\n \"geoIds\": {\n \"title\": \"LinkedIn location IDs\",\n \"type\": \"array\",\n \"editor\": \"stringList\",\n \"description\": \"Optional numeric LinkedIn location IDs (the geoId value in a LinkedIn search link, e.g. 101282230 for Germany). Use these for exact places in any language.\"\n },\n \"distance\": {\n \"title\": \"Distance from location\",\n \"type\": \"string\",\n \"editor\": \"select\",\n \"description\": \"Search radius around a city-level location, in miles.\",\n \"enum\": [\n \"\",\n \"0\",\n \"5\",\n \"10\",\n \"25\",\n \"50\",\n \"100\"\n ],\n \"enumTitles\": [\n \"LinkedIn default\",\n \"Exact location only\",\n \"5 miles (8 km)\",\n \"10 miles (16 km)\",\n \"25 miles (40 km)\",\n \"50 miles (80 km)\",\n \"100 miles (160 km)\"\n ],\n \"default\": \"\"\n },\n \"timePosted\": {\n \"title\": \"Date posted\",\n \"type\": \"string\",\n \"editor\": \"select\",\n \"description\": \"Only jobs posted (or reposted) within this period.\",\n \"enum\": [\n \"\",\n \"r3600\",\n \"r86400\",\n \"r259200\",\n \"r604800\",\n \"r1209600\",\n \"r2592000\",\n \"r7776000\"\n ],\n \"enumTitles\": [\n \"Any time\",\n \"Past hour\",\n \"Past 24 hours\",\n \"Past 3 days\",\n \"Past week\",\n \"Past 2 weeks\",\n \"Past month\",\n \"Past 3 months\"\n ],\n \"default\": \"\",\n \"sectionCaption\": \"Filters\",\n \"sectionDescription\": \"All filters are optional. Jobs whose details don't state a value are kept unless the filter says otherwise.\"\n },\n \"companies\": {\n \"title\": \"Companies\",\n \"type\": \"array\",\n \"editor\": \"stringList\",\n \"description\": \"Only jobs from these employers. Enter company names (e.g. 'General Motors'), LinkedIn company or university page links, or numeric company IDs. Leave the keywords empty to get all of a company's open jobs.\"\n },\n \"excludeCompanies\": {\n \"title\": \"Exclude companies\",\n \"type\": \"array\",\n \"editor\": \"stringList\",\n \"description\": \"Skip jobs from these employers (exact company name or LinkedIn company page link).\"\n },\n \"easyApply\": {\n \"title\": \"Easy Apply only\",\n \"type\": \"boolean\",\n \"description\": \"Only jobs you can apply to directly on LinkedIn.\",\n \"default\": false,\n \"prefill\": false\n },\n \"under10Applicants\": {\n \"title\": \"Fewer than 10 applicants\",\n \"type\": \"boolean\",\n \"description\": \"Only jobs that have had fewer than 10 applicants so far.\",\n \"default\": false,\n \"prefill\": false\n },\n \"experienceLevel\": {\n \"title\": \"Experience level\",\n \"type\": \"string\",\n \"editor\": \"select\",\n \"description\": \"Only jobs listed at this seniority level on LinkedIn. Jobs that LinkedIn lists as 'Not Applicable' are left out when a level is chosen.\",\n \"enum\": [\n \"\",\n \"1\",\n \"2\",\n \"3\",\n \"4\",\n \"5\",\n \"6\"\n ],\n \"enumTitles\": [\n \"Any\",\n \"Internship\",\n \"Entry level\",\n \"Associate\",\n \"Mid-Senior level\",\n \"Director\",\n \"Executive\"\n ],\n \"default\": \"\"\n },\n \"jobType\": {\n \"title\": \"Job type\",\n \"type\": \"string\",\n \"editor\": \"select\",\n \"description\": \"Only jobs with this employment type.\",\n \"enum\": [\n \"\",\n \"F\",\n \"P\",\n \"C\",\n \"T\",\n \"V\",\n \"I\",\n \"O\"\n ],\n \"enumTitles\": [\n \"Any\",\n \"Full-time\",\n \"Part-time\",\n \"Contract\",\n \"Temporary\",\n \"Volunteer\",\n \"Internship\",\n \"Other\"\n ],\n \"default\": \"\"\n },\n \"industry\": {\n \"title\": \"Industries\",\n \"type\": \"array\",\n \"editor\": \"select\",\n \"description\": \"Only jobs from employers in these LinkedIn industries.\",\n \"items\": {\n \"type\": \"string\",\n \"enum\": [\n \"Abrasives and Nonmetallic Minerals Manufacturing\",\n \"Accessible Architecture and Design\",\n \"Accessible Hardware Manufacturing\",\n \"Accommodation Services\",\n \"Accounting\",\n \"Administration of Justice\",\n \"Administrative and Support Services\",\n \"Advertising Services\",\n \"Agricultural Chemical Manufacturing\",\n \"Agriculture, Construction, Mining Machinery Manufacturing\",\n \"Air, Water, and Waste Program Management\",\n \"Airlines and Aviation\",\n \"Alternative Dispute Resolution\",\n \"Alternative Fuel Vehicle Manufacturing\",\n \"Alternative Medicine\",\n \"Ambulance Services\",\n \"Amusement Parks and Arcades\",\n \"Animal Feed Manufacturing\",\n \"Animation and Post-production\",\n \"Apparel Manufacturing\",\n \"Appliances, Electrical, and Electronics Manufacturing\",\n \"Architectural and Structural Metal Manufacturing\",\n \"Architecture and Planning\",\n \"Armed Forces\",\n \"Artificial Rubber and Synthetic Fiber Manufacturing\",\n \"Artists and Writers\",\n \"Audio and Video Equipment Manufacturing\",\n \"Automation Machinery Manufacturing\",\n \"Aviation and Aerospace Component Manufacturing\",\n \"Baked Goods Manufacturing\",\n \"Banking\",\n \"Bars, Taverns, and Nightclubs\",\n \"Bed-and-Breakfasts, Hostels, Homestays\",\n \"Beverage Manufacturing\",\n \"Biomass Electric Power Generation\",\n \"Biotechnology Research\",\n \"Blockchain Services\",\n \"Blogs\",\n \"Boilers, Tanks, and Shipping Container Manufacturing\",\n \"Book Publishing\",\n \"Book and Periodical Publishing\",\n \"Breweries\",\n \"Broadcast Media Production and Distribution\",\n \"Building Construction\",\n \"Building Equipment Contractors\",\n \"Building Finishing Contractors\",\n \"Building Structure and Exterior Contractors\",\n \"Business Consulting and Services\",\n \"Business Content\",\n \"Business Intelligence Platforms\",\n \"Cable and Satellite Programming\",\n \"Capital Markets\",\n \"Caterers\",\n \"Chemical Manufacturing\",\n \"Chemical Raw Materials Manufacturing\",\n \"Child Day Care Services\",\n \"Chiropractors\",\n \"Circuses and Magic Shows\",\n \"Civic and Social Organizations\",\n \"Civil Engineering\",\n \"Claims Adjusting, Actuarial Services\",\n \"Clay and Refractory Products Manufacturing\",\n \"Climate Data and Analytics\",\n \"Climate Technology Product Manufacturing\",\n \"Coal Mining\",\n \"Collection Agencies\",\n \"Commercial and Industrial Equipment Rental\",\n \"Commercial and Industrial Machinery Maintenance\",\n \"Commercial and Service Industry Machinery Manufacturing\",\n \"Communications Equipment Manufacturing\",\n \"Community Development and Urban Planning\",\n \"Community Services\",\n \"Computer Games\",\n \"Computer Hardware Manufacturing\",\n \"Computer Networking Products\",\n \"Computer and Network Security\",\n \"Computers and Electronics Manufacturing\",\n \"Conservation Programs\",\n \"Construction\",\n \"Construction Hardware Manufacturing\",\n \"Consumer Goods Rental\",\n \"Consumer Services\",\n \"Correctional Institutions\",\n \"Cosmetology and Barber Schools\",\n \"Courts of Law\",\n \"Credit Intermediation\",\n \"Cutlery and Handtool Manufacturing\",\n \"Dairy Product Manufacturing\",\n \"Dance Companies\",\n \"Data Infrastructure and Analytics\",\n \"Data Security Software Products\",\n \"Defense and Space Manufacturing\",\n \"Dentists\",\n \"Design Services\",\n \"Desktop Computing Software Products\",\n \"Digital Accessibility Services\",\n \"Distilleries\",\n \"E-Learning Providers\",\n \"Economic Programs\",\n \"Education\",\n \"Education Administration Programs\",\n \"Electric Lighting Equipment Manufacturing\",\n \"Electric Power Generation\",\n \"Electric Power Transmission, Control, and Distribution\",\n \"Electrical Equipment Manufacturing\",\n \"Electronic and Precision Equipment Maintenance\",\n \"Embedded Software Products\",\n \"Emergency and Relief Services\",\n \"Engineering Services\",\n \"Engines and Power Transmission Equipment Manufacturing\",\n \"Entertainment Providers\",\n \"Environmental Quality Programs\",\n \"Environmental Services\",\n \"Equipment Rental Services\",\n \"Events Services\",\n \"Executive Offices\",\n \"Executive Search Services\",\n \"Fabricated Metal Products\",\n \"Facilities Services\",\n \"Family Planning Centers\",\n \"Farming\",\n \"Farming, Ranching, Forestry\",\n \"Fashion Accessories Manufacturing\",\n \"Financial Services\",\n \"Fine Arts Schools\",\n \"Fire Protection\",\n \"Fisheries\",\n \"Flight Training\",\n \"Food and Beverage Manufacturing\",\n \"Food and Beverage Retail\",\n \"Food and Beverage Services\",\n \"Footwear Manufacturing\",\n \"Footwear and Leather Goods Repair\",\n \"Forestry and Logging\",\n \"Fossil Fuel Electric Power Generation\",\n \"Freight and Package Transportation\",\n \"Fruit and Vegetable Preserves Manufacturing\",\n \"Fuel Cell Manufacturing\",\n \"Fundraising\",\n \"Funds and Trusts\",\n \"Furniture and Home Furnishings Manufacturing\",\n \"Gambling Facilities and Casinos\",\n \"Geothermal Electric Power Generation\",\n \"Glass Product Manufacturing\",\n \"Glass, Ceramics and Concrete Manufacturing\",\n \"Golf Courses and Country Clubs\",\n \"Government Administration\",\n \"Government Relations Services\",\n \"Graphic Design\",\n \"Ground Passenger Transportation\",\n \"HVAC and Refrigeration Equipment Manufacturing\",\n \"Health and Human Services\",\n \"Higher Education\",\n \"Highway, Street, and Bridge Construction\",\n \"Historical Sites\",\n \"Holding Companies\",\n \"Home Health Care Services\",\n \"Horticulture\",\n \"Hospitality\",\n \"Hospitals\",\n \"Hospitals and Health Care\",\n \"Hotels and Motels\",\n \"Household Appliance Manufacturing\",\n \"Household Services\",\n \"Household and Institutional Furniture Manufacturing\",\n \"Housing Programs\",\n \"Housing and Community Development\",\n \"Human Resources Services\",\n \"Hydroelectric Power Generation\",\n \"IT Services and IT Consulting\",\n \"IT System Custom Software Development\",\n \"IT System Data Services\",\n \"IT System Design Services\",\n \"IT System Installation and Disposal\",\n \"IT System Operations and Maintenance\",\n \"IT System Testing and Evaluation\",\n \"IT System Training and Support\",\n \"Individual and Family Services\",\n \"Industrial Machinery Manufacturing\",\n \"Industry Associations\",\n \"Information Services\",\n \"Insurance\",\n \"Insurance Agencies and Brokerages\",\n \"Insurance Carriers\",\n \"Insurance and Employee Benefit Funds\",\n \"Interior Design\",\n \"International Affairs\",\n \"International Trade and Development\",\n \"Internet Marketplace Platforms\",\n \"Internet News\",\n \"Internet Publishing\",\n \"Interurban and Rural Bus Services\",\n \"Investment Advice\",\n \"Investment Banking\",\n \"Investment Management\",\n \"Janitorial Services\",\n \"Landscaping Services\",\n \"Language Schools\",\n \"Laundry and Drycleaning Services\",\n \"Law Enforcement\",\n \"Law Practice\",\n \"Leasing Non-residential Real Estate\",\n \"Leasing Residential Real Estate\",\n \"Leather Product Manufacturing\",\n \"Legal Services\",\n \"Legislative Offices\",\n \"Libraries\",\n \"Lime and Gypsum Products Manufacturing\",\n \"Loan Brokers\",\n \"Machinery Manufacturing\",\n \"Magnetic and Optical Media Manufacturing\",\n \"Manufacturing\",\n \"Maritime Transportation\",\n \"Market Research\",\n \"Marketing Services\",\n \"Mattress and Blinds Manufacturing\",\n \"Measuring and Control Instrument Manufacturing\",\n \"Meat Products Manufacturing\",\n \"Media & Telecommunications\",\n \"Media Production\",\n \"Medical Equipment Manufacturing\",\n \"Medical Practices\",\n \"Medical and Diagnostic Laboratories\",\n \"Mental Health Care\",\n \"Metal Ore Mining\",\n \"Metal Treatments\",\n \"Metal Valve, Ball, and Roller Manufacturing\",\n \"Metalworking Machinery Manufacturing\",\n \"Military and International Affairs\",\n \"Mining\",\n \"Mobile Computing Software Products\",\n \"Mobile Food Services\",\n \"Mobile Gaming Apps\",\n \"Motor Vehicle Manufacturing\",\n \"Motor Vehicle Parts Manufacturing\",\n \"Movies and Sound Recording\",\n \"Movies, Videos and Sound\",\n \"Museums\",\n \"Museums, Historical Sites, and Zoos\",\n \"Musicians\",\n \"Nanotechnology Research\",\n \"Natural Gas Distribution\",\n \"Natural Gas Extraction\",\n \"Newspaper Publishing\",\n \"Non-profit Organizations\",\n \"Nonmetallic Mineral Mining\",\n \"Nonresidential Building Construction\",\n \"Nuclear Electric Power Generation\",\n \"Nursing Homes and Residential Care Facilities\",\n \"Office Administration\",\n \"Office Furniture and Fixtures Manufacturing\",\n \"Oil Extraction\",\n \"Oil and Coal Product Manufacturing\",\n \"Oil and Gas\",\n \"Oil, Gas, and Mining\",\n \"Online Audio and Video Media\",\n \"Online and Mail Order Retail\",\n \"Operations Consulting\",\n \"Optometrists\",\n \"Outpatient Care Centers\",\n \"Outsourcing and Offshoring Consulting\",\n \"Packaging and Containers Manufacturing\",\n \"Paint, Coating, and Adhesive Manufacturing\",\n \"Paper and Forest Product Manufacturing\",\n \"Pension Funds\",\n \"Performing Arts\",\n \"Performing Arts and Spectator Sports\",\n \"Periodical Publishing\",\n \"Personal Care Product Manufacturing\",\n \"Personal Care Services\",\n \"Personal and Laundry Services\",\n \"Pet Services\",\n \"Pharmaceutical Manufacturing\",\n \"Philanthropic Fundraising Services\",\n \"Photography\",\n \"Physical, Occupational and Speech Therapists\",\n \"Physicians\",\n \"Pipeline Transportation\",\n \"Plastics Manufacturing\",\n \"Plastics and Rubber Product Manufacturing\",\n \"Political Organizations\",\n \"Postal Services\",\n \"Primary Metal Manufacturing\",\n \"Primary and Secondary Education\",\n \"Printing Services\",\n \"Professional Organizations\",\n \"Professional Services\",\n \"Professional Training and Coaching\",\n \"Public Assistance Programs\",\n \"Public Health\",\n \"Public Policy Offices\",\n \"Public Relations and Communications Services\",\n \"Public Safety\",\n \"Racetracks\",\n \"Radio and Television Broadcasting\",\n \"Rail Transportation\",\n \"Railroad Equipment Manufacturing\",\n \"Ranching\",\n \"Ranching and Fisheries\",\n \"Real Estate\",\n \"Real Estate Agents and Brokers\",\n \"Real Estate and Equipment Rental Services\",\n \"Recreational Facilities\",\n \"Regenerative Design\",\n \"Religious Institutions\",\n \"Renewable Energy Equipment Manufacturing\",\n \"Renewable Energy Power Generation\",\n \"Renewable Energy Semiconductor Manufacturing\",\n \"Repair and Maintenance\",\n \"Research Services\",\n \"Residential Building Construction\",\n \"Restaurants\",\n \"Retail\",\n \"Retail Apparel and Fashion\",\n \"Retail Appliances, Electrical, and Electronic Equipment\",\n \"Retail Art Dealers\",\n \"Retail Art Supplies\",\n \"Retail Books and Printed News\",\n \"Retail Building Materials and Garden Equipment\",\n \"Retail Florists\",\n \"Retail Furniture and Home Furnishings\",\n \"Retail Gasoline\",\n \"Retail Groceries\",\n \"Retail Health and Personal Care Products\",\n \"Retail Luxury Goods and Jewelry\",\n \"Retail Motor Vehicles\",\n \"Retail Musical Instruments\",\n \"Retail Office Equipment\",\n \"Retail Office Supplies and Gifts\",\n \"Retail Pharmacies\",\n \"Retail Recyclable Materials & Used Merchandise\",\n \"Reupholstery and Furniture Repair\",\n \"Robot Manufacturing\",\n \"Robotics Engineering\",\n \"Rubber Products Manufacturing\",\n \"Satellite Telecommunications\",\n \"Savings Institutions\",\n \"School and Employee Bus Services\",\n \"Seafood Product Manufacturing\",\n \"Secretarial Schools\",\n \"Securities and Commodity Exchanges\",\n \"Security Guards and Patrol Services\",\n \"Security Systems Services\",\n \"Security and Investigations\",\n \"Semiconductor Manufacturing\",\n \"Services for Renewable Energy\",\n \"Services for the Elderly and Disabled\",\n \"Sheet Music Publishing\",\n \"Shipbuilding\",\n \"Shuttles and Special Needs Transportation Services\",\n \"Sightseeing Transportation\",\n \"Skiing Facilities\",\n \"Smart Meter Manufacturing\",\n \"Soap and Cleaning Product Manufacturing\",\n \"Social Networking Platforms\",\n \"Software Development\",\n \"Solar Electric Power Generation\",\n \"Sound Recording\",\n \"Space Research and Technology\",\n \"Specialty Trade Contractors\",\n \"Spectator Sports\",\n \"Sporting Goods Manufacturing\",\n \"Sports Teams and Clubs\",\n \"Sports and Recreation Instruction\",\n \"Spring and Wire Product Manufacturing\",\n \"Staffing and Recruiting\",\n \"Steam and Air-Conditioning Supply\",\n \"Strategic Management Services\",\n \"Subdivision of Land\",\n \"Sugar and Confectionery Product Manufacturing\",\n \"Surveying and Mapping Services\",\n \"Taxi and Limousine Services\",\n \"Technical and Vocational Training\",\n \"Technology, Information and Internet\",\n \"Technology, Information and Media\",\n \"Telecommunications\",\n \"Telecommunications Carriers\",\n \"Telephone Call Centers\",\n \"Temporary Help Services\",\n \"Textile Manufacturing\",\n \"Theater Companies\",\n \"Think Tanks\",\n \"Tobacco Manufacturing\",\n \"Translation and Localization\",\n \"Transportation Equipment Manufacturing\",\n \"Transportation Programs\",\n \"Transportation, Logistics, Supply Chain and Storage\",\n \"Travel Arrangements\",\n \"Truck Transportation\",\n \"Trusts and Estates\",\n \"Turned Products and Fastener Manufacturing\",\n \"Urban Transit Services\",\n \"Utilities\",\n \"Utilities Administration\",\n \"Utility System Construction\",\n \"Vehicle Repair and Maintenance\",\n \"Venture Capital and Private Equity Principals\",\n \"Veterinary Services\",\n \"Vocational Rehabilitation Services\",\n \"Warehousing and Storage\",\n \"Waste Collection\",\n \"Waste Treatment and Disposal\",\n \"Water Supply and Irrigation Systems\",\n \"Water, Waste, Steam, and Air Conditioning Services\",\n \"Wellness and Fitness Services\",\n \"Wholesale\",\n \"Wholesale Alcoholic Beverages\",\n \"Wholesale Apparel and Sewing Supplies\",\n \"Wholesale Appliances, Electrical, and Electronics\",\n \"Wholesale Building Materials\",\n \"Wholesale Chemical and Allied Products\",\n \"Wholesale Computer Equipment\",\n \"Wholesale Drugs and Sundries\",\n \"Wholesale Food and Beverage\",\n \"Wholesale Footwear\",\n \"Wholesale Furniture and Home Furnishings\",\n \"Wholesale Hardware, Plumbing, Heating Equipment\",\n \"Wholesale Import and Export\",\n \"Wholesale Luxury Goods and Jewelry\",\n \"Wholesale Machinery\",\n \"Wholesale Metals and Minerals\",\n \"Wholesale Motor Vehicles and Parts\",\n \"Wholesale Paper Products\",\n \"Wholesale Petroleum and Petroleum Products\",\n \"Wholesale Photography Equipment and Supplies\",\n \"Wholesale Raw Farm Products\",\n \"Wholesale Recyclable Materials\",\n \"Wind Electric Power Generation\",\n \"Wineries\",\n \"Wireless Services\",\n \"Women's Handbag Manufacturing\",\n \"Wood Product Manufacturing\",\n \"Writing and Editing\",\n \"Zoos and Botanical Gardens\"\n ],\n \"enumTitles\": [\n \"Abrasives and Nonmetallic Minerals Manufacturing\",\n \"Accessible Architecture and Design\",\n \"Accessible Hardware Manufacturing\",\n \"Accommodation Services\",\n \"Accounting\",\n \"Administration of Justice\",\n \"Administrative and Support Services\",\n \"Advertising Services\",\n \"Agricultural Chemical Manufacturing\",\n \"Agriculture, Construction, Mining Machinery Manufacturing\",\n \"Air, Water, and Waste Program Management\",\n \"Airlines and Aviation\",\n \"Alternative Dispute Resolution\",\n \"Alternative Fuel Vehicle Manufacturing\",\n \"Alternative Medicine\",\n \"Ambulance Services\",\n \"Amusement Parks and Arcades\",\n \"Animal Feed Manufacturing\",\n \"Animation and Post-production\",\n \"Apparel Manufacturing\",\n \"Appliances, Electrical, and Electronics Manufacturing\",\n \"Architectural and Structural Metal Manufacturing\",\n \"Architecture and Planning\",\n \"Armed Forces\",\n \"Artificial Rubber and Synthetic Fiber Manufacturing\",\n \"Artists and Writers\",\n \"Audio and Video Equipment Manufacturing\",\n \"Automation Machinery Manufacturing\",\n \"Aviation and Aerospace Component Manufacturing\",\n \"Baked Goods Manufacturing\",\n \"Banking\",\n \"Bars, Taverns, and Nightclubs\",\n \"Bed-and-Breakfasts, Hostels, Homestays\",\n \"Beverage Manufacturing\",\n \"Biomass Electric Power Generation\",\n \"Biotechnology Research\",\n \"Blockchain Services\",\n \"Blogs\",\n \"Boilers, Tanks, and Shipping Container Manufacturing\",\n \"Book Publishing\",\n \"Book and Periodical Publishing\",\n \"Breweries\",\n \"Broadcast Media Production and Distribution\",\n \"Building Construction\",\n \"Building Equipment Contractors\",\n \"Building Finishing Contractors\",\n \"Building Structure and Exterior Contractors\",\n \"Business Consulting and Services\",\n \"Business Content\",\n \"Business Intelligence Platforms\",\n \"Cable and Satellite Programming\",\n \"Capital Markets\",\n \"Caterers\",\n \"Chemical Manufacturing\",\n \"Chemical Raw Materials Manufacturing\",\n \"Child Day Care Services\",\n \"Chiropractors\",\n \"Circuses and Magic Shows\",\n \"Civic and Social Organizations\",\n \"Civil Engineering\",\n \"Claims Adjusting, Actuarial Services\",\n \"Clay and Refractory Products Manufacturing\",\n \"Climate Data and Analytics\",\n \"Climate Technology Product Manufacturing\",\n \"Coal Mining\",\n \"Collection Agencies\",\n \"Commercial and Industrial Equipment Rental\",\n \"Commercial and Industrial Machinery Maintenance\",\n \"Commercial and Service Industry Machinery Manufacturing\",\n \"Communications Equipment Manufacturing\",\n \"Community Development and Urban Planning\",\n \"Community Services\",\n \"Computer Games\",\n \"Computer Hardware Manufacturing\",\n \"Computer Networking Products\",\n \"Computer and Network Security\",\n \"Computers and Electronics Manufacturing\",\n \"Conservation Programs\",\n \"Construction\",\n \"Construction Hardware Manufacturing\",\n \"Consumer Goods Rental\",\n \"Consumer Services\",\n \"Correctional Institutions\",\n \"Cosmetology and Barber Schools\",\n \"Courts of Law\",\n \"Credit Intermediation\",\n \"Cutlery and Handtool Manufacturing\",\n \"Dairy Product Manufacturing\",\n \"Dance Companies\",\n \"Data Infrastructure and Analytics\",\n \"Data Security Software Products\",\n \"Defense and Space Manufacturing\",\n \"Dentists\",\n \"Design Services\",\n \"Desktop Computing Software Products\",\n \"Digital Accessibility Services\",\n \"Distilleries\",\n \"E-Learning Providers\",\n \"Economic Programs\",\n \"Education\",\n \"Education Administration Programs\",\n \"Electric Lighting Equipment Manufacturing\",\n \"Electric Power Generation\",\n \"Electric Power Transmission, Control, and Distribution\",\n \"Electrical Equipment Manufacturing\",\n \"Electronic and Precision Equipment Maintenance\",\n \"Embedded Software Products\",\n \"Emergency and Relief Services\",\n \"Engineering Services\",\n \"Engines and Power Transmission Equipment Manufacturing\",\n \"Entertainment Providers\",\n \"Environmental Quality Programs\",\n \"Environmental Services\",\n \"Equipment Rental Services\",\n \"Events Services\",\n \"Executive Offices\",\n \"Executive Search Services\",\n \"Fabricated Metal Products\",\n \"Facilities Services\",\n \"Family Planning Centers\",\n \"Farming\",\n \"Farming, Ranching, Forestry\",\n \"Fashion Accessories Manufacturing\",\n \"Financial Services\",\n \"Fine Arts Schools\",\n \"Fire Protection\",\n \"Fisheries\",\n \"Flight Training\",\n \"Food and Beverage Manufacturing\",\n \"Food and Beverage Retail\",\n \"Food and Beverage Services\",\n \"Footwear Manufacturing\",\n \"Footwear and Leather Goods Repair\",\n \"Forestry and Logging\",\n \"Fossil Fuel Electric Power Generation\",\n \"Freight and Package Transportation\",\n \"Fruit and Vegetable Preserves Manufacturing\",\n \"Fuel Cell Manufacturing\",\n \"Fundraising\",\n \"Funds and Trusts\",\n \"Furniture and Home Furnishings Manufacturing\",\n \"Gambling Facilities and Casinos\",\n \"Geothermal Electric Power Generation\",\n \"Glass Product Manufacturing\",\n \"Glass, Ceramics and Concrete Manufacturing\",\n \"Golf Courses and Country Clubs\",\n \"Government Administration\",\n \"Government Relations Services\",\n \"Graphic Design\",\n \"Ground Passenger Transportation\",\n \"HVAC and Refrigeration Equipment Manufacturing\",\n \"Health and Human Services\",\n \"Higher Education\",\n \"Highway, Street, and Bridge Construction\",\n \"Historical Sites\",\n \"Holding Companies\",\n \"Home Health Care Services\",\n \"Horticulture\",\n \"Hospitality\",\n \"Hospitals\",\n \"Hospitals and Health Care\",\n \"Hotels and Motels\",\n \"Household Appliance Manufacturing\",\n \"Household Services\",\n \"Household and Institutional Furniture Manufacturing\",\n \"Housing Programs\",\n \"Housing and Community Development\",\n \"Human Resources Services\",\n \"Hydroelectric Power Generation\",\n \"IT Services and IT Consulting\",\n \"IT System Custom Software Development\",\n \"IT System Data Services\",\n \"IT System Design Services\",\n \"IT System Installation and Disposal\",\n \"IT System Operations and Maintenance\",\n \"IT System Testing and Evaluation\",\n \"IT System Training and Support\",\n \"Individual and Family Services\",\n \"Industrial Machinery Manufacturing\",\n \"Industry Associations\",\n \"Information Services\",\n \"Insurance\",\n \"Insurance Agencies and Brokerages\",\n \"Insurance Carriers\",\n \"Insurance and Employee Benefit Funds\",\n \"Interior Design\",\n \"International Affairs\",\n \"International Trade and Development\",\n \"Internet Marketplace Platforms\",\n \"Internet News\",\n \"Internet Publishing\",\n \"Interurban and Rural Bus Services\",\n \"Investment Advice\",\n \"Investment Banking\",\n \"Investment Management\",\n \"Janitorial Services\",\n \"Landscaping Services\",\n \"Language Schools\",\n \"Laundry and Drycleaning Services\",\n \"Law Enforcement\",\n \"Law Practice\",\n \"Leasing Non-residential Real Estate\",\n \"Leasing Residential Real Estate\",\n \"Leather Product Manufacturing\",\n \"Legal Services\",\n \"Legislative Offices\",\n \"Libraries\",\n \"Lime and Gypsum Products Manufacturing\",\n \"Loan Brokers\",\n \"Machinery Manufacturing\",\n \"Magnetic and Optical Media Manufacturing\",\n \"Manufacturing\",\n \"Maritime Transportation\",\n \"Market Research\",\n \"Marketing Services\",\n \"Mattress and Blinds Manufacturing\",\n \"Measuring and Control Instrument Manufacturing\",\n \"Meat Products Manufacturing\",\n \"Media & Telecommunications\",\n \"Media Production\",\n \"Medical Equipment Manufacturing\",\n \"Medical Practices\",\n \"Medical and Diagnostic Laboratories\",\n \"Mental Health Care\",\n \"Metal Ore Mining\",\n \"Metal Treatments\",\n \"Metal Valve, Ball, and Roller Manufacturing\",\n \"Metalworking Machinery Manufacturing\",\n \"Military and International Affairs\",\n \"Mining\",\n \"Mobile Computing Software Products\",\n \"Mobile Food Services\",\n \"Mobile Gaming Apps\",\n \"Motor Vehicle Manufacturing\",\n \"Motor Vehicle Parts Manufacturing\",\n \"Movies and Sound Recording\",\n \"Movies, Videos and Sound\",\n \"Museums\",\n \"Museums, Historical Sites, and Zoos\",\n \"Musicians\",\n \"Nanotechnology Research\",\n \"Natural Gas Distribution\",\n \"Natural Gas Extraction\",\n \"Newspaper Publishing\",\n \"Non-profit Organizations\",\n \"Nonmetallic Mineral Mining\",\n \"Nonresidential Building Construction\",\n \"Nuclear Electric Power Generation\",\n \"Nursing Homes and Residential Care Facilities\",\n \"Office Administration\",\n \"Office Furniture and Fixtures Manufacturing\",\n \"Oil Extraction\",\n \"Oil and Coal Product Manufacturing\",\n \"Oil and Gas\",\n \"Oil, Gas, and Mining\",\n \"Online Audio and Video Media\",\n \"Online and Mail Order Retail\",\n \"Operations Consulting\",\n \"Optometrists\",\n \"Outpatient Care Centers\",\n \"Outsourcing and Offshoring Consulting\",\n \"Packaging and Containers Manufacturing\",\n \"Paint, Coating, and Adhesive Manufacturing\",\n \"Paper and Forest Product Manufacturing\",\n \"Pension Funds\",\n \"Performing Arts\",\n \"Performing Arts and Spectator Sports\",\n \"Periodical Publishing\",\n \"Personal Care Product Manufacturing\",\n \"Personal Care Services\",\n \"Personal and Laundry Services\",\n \"Pet Services\",\n \"Pharmaceutical Manufacturing\",\n \"Philanthropic Fundraising Services\",\n \"Photography\",\n \"Physical, Occupational and Speech Therapists\",\n \"Physicians\",\n \"Pipeline Transportation\",\n \"Plastics Manufacturing\",\n \"Plastics and Rubber Product Manufacturing\",\n \"Political Organizations\",\n \"Postal Services\",\n \"Primary Metal Manufacturing\",\n \"Primary and Secondary Education\",\n \"Printing Services\",\n \"Professional Organizations\",\n \"Professional Services\",\n \"Professional Training and Coaching\",\n \"Public Assistance Programs\",\n \"Public Health\",\n \"Public Policy Offices\",\n \"Public Relations and Communications Services\",\n \"Public Safety\",\n \"Racetracks\",\n \"Radio and Television Broadcasting\",\n \"Rail Transportation\",\n \"Railroad Equipment Manufacturing\",\n \"Ranching\",\n \"Ranching and Fisheries\",\n \"Real Estate\",\n \"Real Estate Agents and Brokers\",\n \"Real Estate and Equipment Rental Services\",\n \"Recreational Facilities\",\n \"Regenerative Design\",\n \"Religious Institutions\",\n \"Renewable Energy Equipment Manufacturing\",\n \"Renewable Energy Power Generation\",\n \"Renewable Energy Semiconductor Manufacturing\",\n \"Repair and Maintenance\",\n \"Research Services\",\n \"Residential Building Construction\",\n \"Restaurants\",\n \"Retail\",\n \"Retail Apparel and Fashion\",\n \"Retail Appliances, Electrical, and Electronic Equipment\",\n \"Retail Art Dealers\",\n \"Retail Art Supplies\",\n \"Retail Books and Printed News\",\n \"Retail Building Materials and Garden Equipment\",\n \"Retail Florists\",\n \"Retail Furniture and Home Furnishings\",\n \"Retail Gasoline\",\n \"Retail Groceries\",\n \"Retail Health and Personal Care Products\",\n \"Retail Luxury Goods and Jewelry\",\n \"Retail Motor Vehicles\",\n \"Retail Musical Instruments\",\n \"Retail Office Equipment\",\n \"Retail Office Supplies and Gifts\",\n \"Retail Pharmacies\",\n \"Retail Recyclable Materials & Used Merchandise\",\n \"Reupholstery and Furniture Repair\",\n \"Robot Manufacturing\",\n \"Robotics Engineering\",\n \"Rubber Products Manufacturing\",\n \"Satellite Telecommunications\",\n \"Savings Institutions\",\n \"School and Employee Bus Services\",\n \"Seafood Product Manufacturing\",\n \"Secretarial Schools\",\n \"Securities and Commodity Exchanges\",\n \"Security Guards and Patrol Services\",\n \"Security Systems Services\",\n \"Security and Investigations\",\n \"Semiconductor Manufacturing\",\n \"Services for Renewable Energy\",\n \"Services for the Elderly and Disabled\",\n \"Sheet Music Publishing\",\n \"Shipbuilding\",\n \"Shuttles and Special Needs Transportation Services\",\n \"Sightseeing Transportation\",\n \"Skiing Facilities\",\n \"Smart Meter Manufacturing\",\n \"Soap and Cleaning Product Manufacturing\",\n \"Social Networking Platforms\",\n \"Software Development\",\n \"Solar Electric Power Generation\",\n \"Sound Recording\",\n \"Space Research and Technology\",\n \"Specialty Trade Contractors\",\n \"Spectator Sports\",\n \"Sporting Goods Manufacturing\",\n \"Sports Teams and Clubs\",\n \"Sports and Recreation Instruction\",\n \"Spring and Wire Product Manufacturing\",\n \"Staffing and Recruiting\",\n \"Steam and Air-Conditioning Supply\",\n \"Strategic Management Services\",\n \"Subdivision of Land\",\n \"Sugar and Confectionery Product Manufacturing\",\n \"Surveying and Mapping Services\",\n \"Taxi and Limousine Services\",\n \"Technical and Vocational Training\",\n \"Technology, Information and Internet\",\n \"Technology, Information and Media\",\n \"Telecommunications\",\n \"Telecommunications Carriers\",\n \"Telephone Call Centers\",\n \"Temporary Help Services\",\n \"Textile Manufacturing\",\n \"Theater Companies\",\n \"Think Tanks\",\n \"Tobacco Manufacturing\",\n \"Translation and Localization\",\n \"Transportation Equipment Manufacturing\",\n \"Transportation Programs\",\n \"Transportation, Logistics, Supply Chain and Storage\",\n \"Travel Arrangements\",\n \"Truck Transportation\",\n \"Trusts and Estates\",\n \"Turned Products and Fastener Manufacturing\",\n \"Urban Transit Services\",\n \"Utilities\",\n \"Utilities Administration\",\n \"Utility System Construction\",\n \"Vehicle Repair and Maintenance\",\n \"Venture Capital and Private Equity Principals\",\n \"Veterinary Services\",\n \"Vocational Rehabilitation Services\",\n \"Warehousing and Storage\",\n \"Waste Collection\",\n \"Waste Treatment and Disposal\",\n \"Water Supply and Irrigation Systems\",\n \"Water, Waste, Steam, and Air Conditioning Services\",\n \"Wellness and Fitness Services\",\n \"Wholesale\",\n \"Wholesale Alcoholic Beverages\",\n \"Wholesale Apparel and Sewing Supplies\",\n \"Wholesale Appliances, Electrical, and Electronics\",\n \"Wholesale Building Materials\",\n \"Wholesale Chemical and Allied Products\",\n \"Wholesale Computer Equipment\",\n \"Wholesale Drugs and Sundries\",\n \"Wholesale Food and Beverage\",\n \"Wholesale Footwear\",\n \"Wholesale Furniture and Home Furnishings\",\n \"Wholesale Hardware, Plumbing, Heating Equipment\",\n \"Wholesale Import and Export\",\n \"Wholesale Luxury Goods and Jewelry\",\n \"Wholesale Machinery\",\n \"Wholesale Metals and Minerals\",\n \"Wholesale Motor Vehicles and Parts\",\n \"Wholesale Paper Products\",\n \"Wholesale Petroleum and Petroleum Products\",\n \"Wholesale Photography Equipment and Supplies\",\n \"Wholesale Raw Farm Products\",\n \"Wholesale Recyclable Materials\",\n \"Wind Electric Power Generation\",\n \"Wineries\",\n \"Wireless Services\",\n \"Women's Handbag Manufacturing\",\n \"Wood Product Manufacturing\",\n \"Writing and Editing\",\n \"Zoos and Botanical Gardens\"\n ]\n },\n \"default\": []\n },\n \"companySizes\": {\n \"title\": \"Company size\",\n \"type\": \"array\",\n \"editor\": \"select\",\n \"description\": \"Only jobs from employers of these sizes, as listed on their LinkedIn page. Each employer's page is looked up once. Jobs whose employer size isn't listed are kept.\",\n \"items\": {\n \"type\": \"string\",\n \"enum\": [\n \"1-10\",\n \"11-50\",\n \"51-200\",\n \"201-500\",\n \"501-1000\",\n \"1001-5000\",\n \"5001-10000\",\n \"10001+\"\n ],\n \"enumTitles\": [\n \"1-10 employees\",\n \"11-50 employees\",\n \"51-200 employees\",\n \"201-500 employees\",\n \"501-1,000 employees\",\n \"1,001-5,000 employees\",\n \"5,001-10,000 employees\",\n \"10,001+ employees\"\n ]\n },\n \"default\": []\n },\n \"excludeStaffingAgencies\": {\n \"title\": \"Exclude staffing agencies\",\n \"type\": \"boolean\",\n \"description\": \"Skip jobs posted by employers in LinkedIn's 'Staffing and Recruiting' industry.\",\n \"default\": false,\n \"prefill\": false\n },\n \"requireSalary\": {\n \"title\": \"Only jobs with a salary\",\n \"type\": \"boolean\",\n \"description\": \"Only jobs that state their pay, either in LinkedIn's pay range box or in the job description.\",\n \"default\": false,\n \"prefill\": false\n },\n \"minYearlySalary\": {\n \"title\": \"Minimum yearly salary\",\n \"type\": \"integer\",\n \"description\": \"Skip jobs whose stated pay range tops out below this yearly amount. Hourly, weekly and monthly pay is converted to a yearly figure. The amount is compared in the job's own currency, so set 'Salary currency' to compare like with like. Jobs without a stated salary are kept unless 'Only jobs with a salary' is on.\",\n \"minimum\": 0,\n \"maximum\": 10000000\n },\n \"salaryCurrency\": {\n \"title\": \"Salary currency\",\n \"type\": \"string\",\n \"editor\": \"select\",\n \"description\": \"Only jobs whose stated pay is in this currency. Also sets the currency of 'Minimum yearly salary'. Jobs without a stated salary are kept unless 'Only jobs with a salary' is on.\",\n \"enum\": [\n \"\",\n \"USD\",\n \"EUR\",\n \"GBP\",\n \"CAD\",\n \"AUD\",\n \"INR\",\n \"SGD\",\n \"CHF\",\n \"JPY\",\n \"NZD\",\n \"HKD\",\n \"MXN\",\n \"BRL\",\n \"ZAR\",\n \"PLN\",\n \"SEK\",\n \"NOK\",\n \"DKK\",\n \"AED\",\n \"ARS\",\n \"CLP\",\n \"COP\"\n ],\n \"enumTitles\": [\n \"Any currency\",\n \"US dollar (USD)\",\n \"Euro (EUR)\",\n \"British pound (GBP)\",\n \"Canadian dollar (CAD)\",\n \"Australian dollar (AUD)\",\n \"Indian rupee (INR)\",\n \"Singapore dollar (SGD)\",\n \"Swiss franc (CHF)\",\n \"Japanese yen (JPY)\",\n \"New Zealand dollar (NZD)\",\n \"Hong Kong dollar (HKD)\",\n \"Mexican peso (MXN)\",\n \"Brazilian real (BRL)\",\n \"South African rand (ZAR)\",\n \"Polish zloty (PLN)\",\n \"Swedish krona (SEK)\",\n \"Norwegian krone (NOK)\",\n \"Danish krone (DKK)\",\n \"UAE dirham (AED)\",\n \"Argentine peso (ARS)\",\n \"Chilean peso (CLP)\",\n \"Colombian peso (COP)\"\n ],\n \"default\": \"\"\n },\n \"requireRecruiter\": {\n \"title\": \"Only jobs with a named recruiter\",\n \"type\": \"boolean\",\n \"description\": \"Only jobs where LinkedIn shows the person who posted the job.\",\n \"default\": false,\n \"prefill\": false\n },\n \"includeTitleKeywords\": {\n \"title\": \"Title must contain\",\n \"type\": \"array\",\n \"editor\": \"stringList\",\n \"description\": \"Keep only jobs whose title contains at least one of these words (not case-sensitive). Useful because LinkedIn's keyword matching is broad.\"\n },\n \"excludeTitleKeywords\": {\n \"title\": \"Title must not contain\",\n \"type\": \"array\",\n \"editor\": \"stringList\",\n \"description\": \"Skip jobs whose title contains any of these words, e.g. 'Senior' or 'Intern'.\"\n },\n \"excludeJobIds\": {\n \"title\": \"Skip these job IDs\",\n \"type\": \"array\",\n \"editor\": \"stringList\",\n \"description\": \"Job IDs (the 'id' field of an earlier run) to leave out, so scheduled runs return only new postings.\"\n },\n \"scrapeJobDetails\": {\n \"title\": \"Include job details\",\n \"type\": \"boolean\",\n \"description\": \"Open each job to add the full description, salary, seniority, job type, industry, applicant count, recruiter and Easy Apply status. Turn off for a fast list of titles, companies, locations and dates only. Filters that need these details switch it on automatically.\",\n \"default\": true,\n \"prefill\": false,\n \"sectionCaption\": \"Data to include\"\n },\n \"includeCompanyDetails\": {\n \"title\": \"Include company profile\",\n \"type\": \"boolean\",\n \"description\": \"Add each employer's LinkedIn profile: industry, size, headquarters, website, founding year, office locations, followers, tagline and description. Fetched once per company.\",\n \"default\": true,\n \"prefill\": false\n },\n \"enrichmentDepth\": {\n \"title\": \"Job page depth\",\n \"type\": \"string\",\n \"editor\": \"select\",\n \"description\": \"Standard returns each job's core details. Extended also adds similar jobs, 'people also viewed' jobs, related searches and LinkedIn's numeric industry and title IDs, and asks LinkedIn again when the exact posting time is missing, so it takes longer per job.\",\n \"enum\": [\n \"standard\",\n \"full\"\n ],\n \"enumTitles\": [\n \"Standard\",\n \"Extended (slower)\"\n ],\n \"default\": \"standard\"\n },\n \"language\": {\n \"title\": \"Language of LinkedIn labels\",\n \"type\": \"string\",\n \"editor\": \"select\",\n \"description\": \"Language LinkedIn uses for labels such as job type and seniority. Job descriptions stay in the language they were written in. Locations must still be typed in English.\",\n \"enum\": [\n \"en\",\n \"es\",\n \"fr\",\n \"de\",\n \"pt\"\n ],\n \"enumTitles\": [\n \"English\",\n \"Spanish\",\n \"French\",\n \"German\",\n \"Portuguese\"\n ],\n \"default\": \"en\"\n },\n \"splitLargeSearches\": {\n \"title\": \"Go past 1,000 jobs per search\",\n \"type\": \"boolean\",\n \"description\": \"LinkedIn returns at most 1,000 jobs for one search. When a search reaches that limit, continue with the same search limited to the past month, week, 3 days and 24 hours, which surfaces many more jobs (duplicates removed).\",\n \"default\": true,\n \"prefill\": true,\n \"sectionCaption\": \"Limits\"\n },\n \"maxItems\": {\n \"title\": \"Maximum jobs\",\n \"type\": \"integer\",\n \"description\": \"Stop after saving this many jobs. A single keyword + location search returns at most 1,000 jobs; add keywords or locations to collect more.\",\n \"minimum\": 1,\n \"maximum\": 10000,\n \"default\": 100,\n \"prefill\": 3\n }\n },\n \"required\": []\n}", "readme": "# LinkedIn Hiring Radar: Jobs, Pay & Employer Profiles\n\nTurn public LinkedIn job pages into a research-ready dataset: one row per posting with the full description, a parsed pay range and where that pay came from, applicant volume, Easy Apply status, hiring badges, recruiter details and the employer's own LinkedIn profile. Search by keywords, places, companies or exact job links. No LinkedIn account, cookies or proxy setup is needed.\n\n## What this actor does\n\n- **Pay that can be compared.** The pay box and pay ranges written in the description are read, normalised to yearly figures and tagged with `salarySource` so you can tell employer-provided pay from description text.\n- **Employer intelligence, not just a name.** For every distinct employer, the actor reads the public LinkedIn company page once and attaches industry, headcount band, headquarters, website, founding year, follower count, specialties, offices, tagline, description and numeric company ID.\n- **Broad discovery.** Combine several keyword searches with several places, search entire companies, paste LinkedIn search links, or feed a list of job links and IDs. Results are merged and de-duplicated by job ID.\n- **Filters that narrow the dataset.** Date posted from the past hour to three months, search radius, Easy Apply, fewer than ten applicants, companies to include or leave out, experience level, job type, industry, staffing agencies, salary and recruiter presence.\n- **Past the 1,000-result wall.** When one search reaches LinkedIn's result ceiling, the actor can continue with narrower posting-date windows and merge the unique jobs.\n- **Clean rows.** Empty fields are omitted at every depth; a field the source does not show for a posting is never filled with blanks, zeroes or guesses.\n\n## Output per job\n\n| Field | What it holds |\n|---|---|\n| `id`, `title`, `jobUrl` | LinkedIn job ID, title and canonical job link |\n| `companyName`, `companyUrl`, `companyId`, `companyNumericId`, `companyLogo` | Employer identity and logo |\n| `location` | Location exactly as LinkedIn displays it |\n| `postedDate`, `postedDateText`, `postedAt`, `expiresAt` | Posting date, relative label, exact UTC time when available, and LinkedIn's expiry time when its structured data includes one |\n| `salary`, `salaryRange`, `salarySource` | Raw pay text, parsed `{min, max, currency, interval, minYearly, maxYearly}` and `employer` or `description` |\n| `applicantCount`, `applicantCountNumeric`, `applicantCountKind`, `applicantInsights` | Applicant text, parsed number, whether it is exact/more/fewer, and early-applicant notes |\n| `listingBadge`, `activelyHiring` | Search-card badge such as \"Actively Hiring\" or \"Be an early applicant\" |\n| `easyApply`, `applyUrl` | Whether the job can be applied to on LinkedIn, plus the LinkedIn application page |\n| `descriptionText`, `descriptionHtml` | Full posting description in both formats |\n| `responsibilities`, `qualifications`, `preferredQualifications` | Bulleted sections when the description uses a recognisable heading and list |\n| `seniorityLevel`, `inferredSeniorityLevel`, `employmentType`, `industries`, `industriesList` | Criteria as LinkedIn publishes them, plus a title-based seniority fallback |\n| `experienceYearsMin`, `experienceYearsMax` | Experience range stated in the description |\n| `visaSponsorshipMentioned`, `visaSponsorshipPhrase` | Positive or negative sponsorship statement, with the matched phrase |\n| `remoteAllowed` | Set only on explicit fully-remote evidence (title, wording or a `TELECOMMUTE` structured-data flag); never inferred from hybrid/on-site text |\n| `recruiter` | `{name, title, profileUrl, photoUrl}` when LinkedIn shows the poster card |\n| `contactEmails` | Email addresses written in the description |\n| `atsPlatform` | Applicant-tracking platform named or linked in the posting, when detectable |\n| `companyIndustry`, `companySize`, `companyHeadquarters`, `companyType`, `companyWebsite`, `companyFounded`, `companySpecialties`, `companyLocations`, `companyFollowersCount`, `companySlogan`, `companyDescription` | Employer profile from the company's public page |\n| `companyAffiliatedPages`, `companySimilarPages` | Related employer pages as listed on the company profile |\n| `companyRecentPosts` | Recent public company posts with reaction and comment counts, when shown |\n| `similarJobs`, `peopleAlsoViewed`, `similarSearches`, `industryIds`, `titleId`, `titleCategoryLabel`, `titleCategoryUrl` | Related postings and LinkedIn taxonomy hints (full job-page depth only) |\n| `searchQuery`, `searchLocation`, `searchUrl` | The search that surfaced this job |\n| `scrapedAt` | Collection timestamp in UTC |\n\nThe dataset includes three ready-made views: **Jobs**, **Salaries** and **Employers**.\n\n## Input\n\nAt least one of `searchQueries`, `searchUrls`, `jobUrls` or `companies` must be provided. The form is grouped as \"What to search\", \"Where\", \"Filters\", \"Data to include\" and \"Limits\".\n\n| Field | Type | Default | Meaning |\n|---|---|---|---|\n| `searchQueries` | string list | `[\"Python Developer\"]` in the prefill | Job titles, skills or phrases; each is searched in every place |\n| `searchUrls` | URL list | - | LinkedIn job-search links; their keywords, place and filters are kept |\n| `jobUrls` | string list | - | Job links or numeric job IDs to read directly |\n| `locations` | string list | `[\"United States\"]` in the prefill | Places in English; unknown places are reported and skipped, not silently treated as the US |\n| `geoIds` | string list | - | Numeric LinkedIn place IDs for an exact market |\n| `distance` | select | LinkedIn default | Radius around a city: 0, 5, 10, 25, 50 or 100 miles |\n| `timePosted` | select | Any time | Past hour, 24 hours, 3 days, week, 2 weeks, month or 3 months |\n| `companies` | string list | - | Employer names, company/university links or numeric company IDs |\n| `excludeCompanies` | string list | - | Employers to skip by name or LinkedIn page |\n| `easyApply` | boolean | `false` | Keep only jobs applicable on LinkedIn |\n| `under10Applicants` | boolean | `false` | Keep only jobs with fewer than ten applicants |\n| `experienceLevel` | select | Any | Internship, Entry level, Associate, Mid-Senior level, Director, Executive |\n| `jobType` | select | Any | Full-time, Part-time, Contract, Temporary, Internship, Volunteer, Other |\n| `industry` | multi-select | `[]` | LinkedIn industry of the employer (all 434 categories) |\n| `companySizes` | multi-select | `[]` | Employer headcount bands from 1-10 to 10,001+ |\n| `excludeStaffingAgencies` | boolean | `false` | Remove staffing and recruiting firms |\n| `requireSalary` | boolean | `false` | Keep only postings that state pay |\n| `minYearlySalary` | integer | - | Drop postings whose yearly pay ceiling is below this amount |\n| `salaryCurrency` | select | Any | Keep only this pay currency; also the currency used by `minYearlySalary` |\n| `requireRecruiter` | boolean | `false` | Keep only postings where LinkedIn names the poster |\n| `includeTitleKeywords` | string list | - | Title must contain one of these words |\n| `excludeTitleKeywords` | string list | - | Title must not contain any of these words |\n| `excludeJobIds` | string list | - | Job IDs seen in an earlier run |\n| `scrapeJobDetails` | boolean | `true` | Read each job page for description, pay, criteria, applicants and recruiter |\n| `includeCompanyDetails` | boolean | `true` | Read each employer's public profile once |\n| `enrichmentDepth` | select | `standard` | `full` adds related jobs, related searches, taxonomy IDs and extra posting-time retries |\n| `language` | select | `en` | Language of LinkedIn's labels: English, Spanish, French, German or Portuguese |\n| `splitLargeSearches` | boolean | `true` | Continue a capped search with narrower posting-date windows |\n| `maxItems` | integer | `100` | Stop after this many saved jobs (1-10,000) |\n\n### Example: pay research across markets\n\n```json\n{\n \"searchQueries\": [\"Python Developer\", \"Data Engineer\"],\n \"locations\": [\"United States\", \"Germany\", \"United Kingdom\"],\n \"timePosted\": \"r604800\",\n \"requireSalary\": true,\n \"minYearlySalary\": 80000,\n \"salaryCurrency\": \"USD\",\n \"maxItems\": 300\n}\n```\n\n### Example: every current role at two employers\n\n```json\n{\n \"companies\": [\"Microsoft\", \"https://www.linkedin.com/company/affirm\"],\n \"includeCompanyDetails\": true,\n \"maxItems\": 200\n}\n```\n\n### Example: audit a list of postings\n\n```json\n{\n \"jobUrls\": [\n \"https://www.linkedin.com/jobs/view/4479196690\",\n \"4465604021\"\n ]\n}\n```\n\n## Choosing the right depth\n\n`scrapeJobDetails` off returns search-card data only: title, employer, place, posting date, card salary when shown and the job link. It is the cheapest and fastest mode.\n\n`scrapeJobDetails` on reads the public job page for every posting and adds the full description, pay parsing, criteria, applicants, recruiter and apply signals. `includeCompanyDetails` then adds the employer profile once per company.\n\n`enrichmentDepth: full` uses the richer job-page layout and also adds related jobs, related searches and LinkedIn taxonomy IDs. It costs more time per posting and is unnecessary for most salary or hiring research.\n\n## How many jobs can I collect?\n\nLinkedIn returns at most about 1,000 jobs for one keyword/place/filter combination. The actor exposes three ways past that wall:\n\n- `locations` or `geoIds` spread one keyword across several markets.\n- `searchQueries` multiply the number of distinct searches.\n- `splitLargeSearches` continues a capped search with past-month, past-week, past-3-days and past-24-hours windows, removing overlaps by job ID.\n\nThe actor stops on LinkedIn's own end-of-results signals, not on a timer: an empty page, repeated pages with no new job IDs, or the 1,000-result ceiling with no narrower window left.\n\n## Use cases\n\n- **Recruiting and sourcing** - compare public postings, pay ranges and employer profiles for a role\n- **Compensation research** - normalise salary data across markets and seniority levels\n- **Job-market monitoring** - track hiring volume and employer demand over time\n- **Sales and account research** - identify companies actively hiring in a target segment\n- **Competitive intelligence** - compare how employers present roles, pay and benefits\n\n## FAQ\n\n**Do I need a LinkedIn account, cookies or a proxy?**\nNo. Every request reads a public page as a signed-out visitor. The actor chooses its own connection automatically and moves to a fresh session when LinkedIn throttles it; no user proxy configuration is required.\n\n**Why is salary missing on some rows?**\nMany employers do not publish pay. The actor reads LinkedIn's pay box and explicit pay ranges in the description and never estimates. `salarySource` tells you which source produced the range. Coverage varies by market and employer.\n\n**Can I filter for remote, hybrid or on-site jobs?**\nLinkedIn does not show the workplace label to signed-out visitors, and the public search ignores its workplace parameter. `remoteAllowed` is therefore only set when the posting itself is explicit about being fully remote (title/wording, or a `TELECOMMUTE` structured-data flag). Hybrid and on-site are never guessed. Adding \"remote\" to your keywords is the practical workaround. Older saved inputs that still contain the old workplace filter keep running; that setting is ignored and the status message says so.\n\n**Can I get the employer's own apply link?**\nLinkedIn exposes the external apply destination only to signed-in members. `applyUrl` is the LinkedIn application page and `easyApply` tells you whether the application can be completed on LinkedIn. `atsPlatform` is filled only when the posting text itself names or links an applicant-tracking system.\n\n**Why does `postedAt` sometimes differ from `postedDate`?**\n`postedDate` is the date shown on the search card. `postedAt` is the exact UTC timestamp from the job page's structured data or posting-time metadata, and it is omitted when LinkedIn serves a page variant without it. `postedDate` is always present.\n\n**Do all links open?**\nJob links and company logos were checked from a clean client: job pages return 200 and logos return 200 with an image content type. LinkedIn company pages and some employer websites block automated `HEAD`/script requests with 403 even though they open normally in a browser; those URLs are the real public pages, not broken builders. An employer's own site can also be down or geo-restricted independently of this actor.\n\n**Why do I see more jobs than `maxItems`?**\nYou should not: the actor reserves each output slot atomically and never pushes more than `maxItems`. If a search has fewer matching jobs, the run ends with fewer and explains why in the status message.\n\n**How do I get only new postings on a schedule?**\nUse \"Past 24 hours\", or save the `id` values from one run and send them through `excludeJobIds` on the next.\n\n**What is intentionally not available?**\nRemote/hybrid/on-site labels for non-remote jobs, the external apply URL, repost history, view counts, job state and the job-function criterion are gated to signed-in LinkedIn members or have been removed from public pages. Skills and benefits are not exposed as structured lists for signed-out visitors; their raw text remains in `descriptionText`. The actor reports these limits rather than inventing values.\n\n**Is this affiliated with LinkedIn?**\nNo. It is an independent tool that reads LinkedIn's public job pages.\n\n## Data source\n\nPublic LinkedIn job-search result cards, public job pages (`linkedin.com/jobs/view/...`), public company profiles (`linkedin.com/company/...`) and LinkedIn's public location/company suggestion endpoints. All requests are cookieless.\n", "actorDefinition": { "actorSpecification": 1, "name": "linkedin-jobs-scraper-with-salary-and-company", "title": "LinkedIn Hiring Radar: Jobs, Pay & Employer Profiles", "description": "Collect public LinkedIn job postings with parsed pay ranges, applicant counts, full descriptions and the employer's own LinkedIn profile. Search by keywords, companies or job links; no login.", "version": "2.0", "buildTag": "latest", "environmentVariables": {}, "dockerfile": "../Dockerfile", "defaultRunOptions": { "memoryMbytes": 1024, "timeoutSecs": 1800 }, "input": { "title": "LinkedIn hiring radar input", "description": "Search LinkedIn job postings by keyword, place or employer, or paste job links. Returns pay ranges, applicant counts, descriptions and each employer's LinkedIn profile without a LinkedIn account.", "type": "object", "schemaVersion": 1, "properties": { "searchQueries": { "title": "Search keywords", "type": "array", "editor": "stringList", "description": "Job titles, skills or phrases to search for, one per line (e.g. 'data analyst', 'registered nurse'). Each keyword is searched in every location you list, and results are merged without duplicates.", "prefill": [ "Python Developer" ], "sectionCaption": "What to search", "sectionDescription": "Search by keywords, paste LinkedIn search links, or list specific job links. Use at least one of the three." }, "searchUrls": { "title": "LinkedIn job search links", "type": "array", "editor": "requestListSources", "description": "Paste job search links copied from LinkedIn (linkedin.com/jobs/search/?...). The keywords, location and filters inside each link are kept." }, "jobUrls": { "title": "Job links or IDs", "type": "array", "editor": "stringList", "description": "Scrape specific job postings: paste job links (linkedin.com/jobs/view/...) or numeric job IDs. Postings that have been taken down are skipped." }, "locations": { "title": "Locations", "type": "array", "editor": "stringList", "description": "Cities, regions or countries in English (e.g. 'Germany', 'Austin, Texas', 'London Area, United Kingdom'). Every keyword is searched in each location. A location LinkedIn doesn't recognise is reported and skipped rather than silently searched as the United States. Leave empty to search worldwide.", "prefill": [ "United States" ], "sectionCaption": "Where", "sectionDescription": "Each search returns at most 1,000 jobs, so list several locations to collect more." }, "geoIds": { "title": "LinkedIn location IDs", "type": "array", "editor": "stringList", "description": "Optional numeric LinkedIn location IDs (the geoId value in a LinkedIn search link, e.g. 101282230 for Germany). Use these for exact places in any language." }, "distance": { "title": "Distance from location", "type": "string", "editor": "select", "description": "Search radius around a city-level location, in miles.", "enum": [ "", "0", "5", "10", "25", "50", "100" ], "enumTitles": [ "LinkedIn default", "Exact location only", "5 miles (8 km)", "10 miles (16 km)", "25 miles (40 km)", "50 miles (80 km)", "100 miles (160 km)" ], "default": "" }, "timePosted": { "title": "Date posted", "type": "string", "editor": "select", "description": "Only jobs posted (or reposted) within this period.", "enum": [ "", "r3600", "r86400", "r259200", "r604800", "r1209600", "r2592000", "r7776000" ], "enumTitles": [ "Any time", "Past hour", "Past 24 hours", "Past 3 days", "Past week", "Past 2 weeks", "Past month", "Past 3 months" ], "default": "", "sectionCaption": "Filters", "sectionDescription": "All filters are optional. Jobs whose details don't state a value are kept unless the filter says otherwise." }, "companies": { "title": "Companies", "type": "array", "editor": "stringList", "description": "Only jobs from these employers. Enter company names (e.g. 'General Motors'), LinkedIn company or university page links, or numeric company IDs. Leave the keywords empty to get all of a company's open jobs." }, "excludeCompanies": { "title": "Exclude companies", "type": "array", "editor": "stringList", "description": "Skip jobs from these employers (exact company name or LinkedIn company page link)." }, "easyApply": { "title": "Easy Apply only", "type": "boolean", "description": "Only jobs you can apply to directly on LinkedIn.", "default": false, "prefill": false }, "under10Applicants": { "title": "Fewer than 10 applicants", "type": "boolean", "description": "Only jobs that have had fewer than 10 applicants so far.", "default": false, "prefill": false }, "experienceLevel": { "title": "Experience level", "type": "string", "editor": "select", "description": "Only jobs listed at this seniority level on LinkedIn. Jobs that LinkedIn lists as 'Not Applicable' are left out when a level is chosen.", "enum": [ "", "1", "2", "3", "4", "5", "6" ], "enumTitles": [ "Any", "Internship", "Entry level", "Associate", "Mid-Senior level", "Director", "Executive" ], "default": "" }, "jobType": { "title": "Job type", "type": "string", "editor": "select", "description": "Only jobs with this employment type.", "enum": [ "", "F", "P", "C", "T", "V", "I", "O" ], "enumTitles": [ "Any", "Full-time", "Part-time", "Contract", "Temporary", "Volunteer", "Internship", "Other" ], "default": "" }, "industry": { "title": "Industries", "type": "array", "editor": "select", "description": "Only jobs from employers in these LinkedIn industries.", "items": { "type": "string", "enum": [ "Abrasives and Nonmetallic Minerals Manufacturing", "Accessible Architecture and Design", "Accessible Hardware Manufacturing", "Accommodation Services", "Accounting", "Administration of Justice", "Administrative and Support Services", "Advertising Services", "Agricultural Chemical Manufacturing", "Agriculture, Construction, Mining Machinery Manufacturing", "Air, Water, and Waste Program Management", "Airlines and Aviation", "Alternative Dispute Resolution", "Alternative Fuel Vehicle Manufacturing", "Alternative Medicine", "Ambulance Services", "Amusement Parks and Arcades", "Animal Feed Manufacturing", "Animation and Post-production", "Apparel Manufacturing", "Appliances, Electrical, and Electronics Manufacturing", "Architectural and Structural Metal Manufacturing", "Architecture and Planning", "Armed Forces", "Artificial Rubber and Synthetic Fiber Manufacturing", "Artists and Writers", "Audio and Video Equipment Manufacturing", "Automation Machinery Manufacturing", "Aviation and Aerospace Component Manufacturing", "Baked Goods Manufacturing", "Banking", "Bars, Taverns, and Nightclubs", "Bed-and-Breakfasts, Hostels, Homestays", "Beverage Manufacturing", "Biomass Electric Power Generation", "Biotechnology Research", "Blockchain Services", "Blogs", "Boilers, Tanks, and Shipping Container Manufacturing", "Book Publishing", "Book and Periodical Publishing", "Breweries", "Broadcast Media Production and Distribution", "Building Construction", "Building Equipment Contractors", "Building Finishing Contractors", "Building Structure and Exterior Contractors", "Business Consulting and Services", "Business Content", "Business Intelligence Platforms", "Cable and Satellite Programming", "Capital Markets", "Caterers", "Chemical Manufacturing", "Chemical Raw Materials Manufacturing", "Child Day Care Services", "Chiropractors", "Circuses and Magic Shows", "Civic and Social Organizations", "Civil Engineering", "Claims Adjusting, Actuarial Services", "Clay and Refractory Products Manufacturing", "Climate Data and Analytics", "Climate Technology Product Manufacturing", "Coal Mining", "Collection Agencies", "Commercial and Industrial Equipment Rental", "Commercial and Industrial Machinery Maintenance", "Commercial and Service Industry Machinery Manufacturing", "Communications Equipment Manufacturing", "Community Development and Urban Planning", "Community Services", "Computer Games", "Computer Hardware Manufacturing", "Computer Networking Products", "Computer and Network Security", "Computers and Electronics Manufacturing", "Conservation Programs", "Construction", "Construction Hardware Manufacturing", "Consumer Goods Rental", "Consumer Services", "Correctional Institutions", "Cosmetology and Barber Schools", "Courts of Law", "Credit Intermediation", "Cutlery and Handtool Manufacturing", "Dairy Product Manufacturing", "Dance Companies", "Data Infrastructure and Analytics", "Data Security Software Products", "Defense and Space Manufacturing", "Dentists", "Design Services", "Desktop Computing Software Products", "Digital Accessibility Services", "Distilleries", "E-Learning Providers", "Economic Programs", "Education", "Education Administration Programs", "Electric Lighting Equipment Manufacturing", "Electric Power Generation", "Electric Power Transmission, Control, and Distribution", "Electrical Equipment Manufacturing", "Electronic and Precision Equipment Maintenance", "Embedded Software Products", "Emergency and Relief Services", "Engineering Services", "Engines and Power Transmission Equipment Manufacturing", "Entertainment Providers", "Environmental Quality Programs", "Environmental Services", "Equipment Rental Services", "Events Services", "Executive Offices", "Executive Search Services", "Fabricated Metal Products", "Facilities Services", "Family Planning Centers", "Farming", "Farming, Ranching, Forestry", "Fashion Accessories Manufacturing", "Financial Services", "Fine Arts Schools", "Fire Protection", "Fisheries", "Flight Training", "Food and Beverage Manufacturing", "Food and Beverage Retail", "Food and Beverage Services", "Footwear Manufacturing", "Footwear and Leather Goods Repair", "Forestry and Logging", "Fossil Fuel Electric Power Generation", "Freight and Package Transportation", "Fruit and Vegetable Preserves Manufacturing", "Fuel Cell Manufacturing", "Fundraising", "Funds and Trusts", "Furniture and Home Furnishings Manufacturing", "Gambling Facilities and Casinos", "Geothermal Electric Power Generation", "Glass Product Manufacturing", "Glass, Ceramics and Concrete Manufacturing", "Golf Courses and Country Clubs", "Government Administration", "Government Relations Services", "Graphic Design", "Ground Passenger Transportation", "HVAC and Refrigeration Equipment Manufacturing", "Health and Human Services", "Higher Education", "Highway, Street, and Bridge Construction", "Historical Sites", "Holding Companies", "Home Health Care Services", "Horticulture", "Hospitality", "Hospitals", "Hospitals and Health Care", "Hotels and Motels", "Household Appliance Manufacturing", "Household Services", "Household and Institutional Furniture Manufacturing", "Housing Programs", "Housing and Community Development", "Human Resources Services", "Hydroelectric Power Generation", "IT Services and IT Consulting", "IT System Custom Software Development", "IT System Data Services", "IT System Design Services", "IT System Installation and Disposal", "IT System Operations and Maintenance", "IT System Testing and Evaluation", "IT System Training and Support", "Individual and Family Services", "Industrial Machinery Manufacturing", "Industry Associations", "Information Services", "Insurance", "Insurance Agencies and Brokerages", "Insurance Carriers", "Insurance and Employee Benefit Funds", "Interior Design", "International Affairs", "International Trade and Development", "Internet Marketplace Platforms", "Internet News", "Internet Publishing", "Interurban and Rural Bus Services", "Investment Advice", "Investment Banking", "Investment Management", "Janitorial Services", "Landscaping Services", "Language Schools", "Laundry and Drycleaning Services", "Law Enforcement", "Law Practice", "Leasing Non-residential Real Estate", "Leasing Residential Real Estate", "Leather Product Manufacturing", "Legal Services", "Legislative Offices", "Libraries", "Lime and Gypsum Products Manufacturing", "Loan Brokers", "Machinery Manufacturing", "Magnetic and Optical Media Manufacturing", "Manufacturing", "Maritime Transportation", "Market Research", "Marketing Services", "Mattress and Blinds Manufacturing", "Measuring and Control Instrument Manufacturing", "Meat Products Manufacturing", "Media & Telecommunications", "Media Production", "Medical Equipment Manufacturing", "Medical Practices", "Medical and Diagnostic Laboratories", "Mental Health Care", "Metal Ore Mining", "Metal Treatments", "Metal Valve, Ball, and Roller Manufacturing", "Metalworking Machinery Manufacturing", "Military and International Affairs", "Mining", "Mobile Computing Software Products", "Mobile Food Services", "Mobile Gaming Apps", "Motor Vehicle Manufacturing", "Motor Vehicle Parts Manufacturing", "Movies and Sound Recording", "Movies, Videos and Sound", "Museums", "Museums, Historical Sites, and Zoos", "Musicians", "Nanotechnology Research", "Natural Gas Distribution", "Natural Gas Extraction", "Newspaper Publishing", "Non-profit Organizations", "Nonmetallic Mineral Mining", "Nonresidential Building Construction", "Nuclear Electric Power Generation", "Nursing Homes and Residential Care Facilities", "Office Administration", "Office Furniture and Fixtures Manufacturing", "Oil Extraction", "Oil and Coal Product Manufacturing", "Oil and Gas", "Oil, Gas, and Mining", "Online Audio and Video Media", "Online and Mail Order Retail", "Operations Consulting", "Optometrists", "Outpatient Care Centers", "Outsourcing and Offshoring Consulting", "Packaging and Containers Manufacturing", "Paint, Coating, and Adhesive Manufacturing", "Paper and Forest Product Manufacturing", "Pension Funds", "Performing Arts", "Performing Arts and Spectator Sports", "Periodical Publishing", "Personal Care Product Manufacturing", "Personal Care Services", "Personal and Laundry Services", "Pet Services", "Pharmaceutical Manufacturing", "Philanthropic Fundraising Services", "Photography", "Physical, Occupational and Speech Therapists", "Physicians", "Pipeline Transportation", "Plastics Manufacturing", "Plastics and Rubber Product Manufacturing", "Political Organizations", "Postal Services", "Primary Metal Manufacturing", "Primary and Secondary Education", "Printing Services", "Professional Organizations", "Professional Services", "Professional Training and Coaching", "Public Assistance Programs", "Public Health", "Public Policy Offices", "Public Relations and Communications Services", "Public Safety", "Racetracks", "Radio and Television Broadcasting", "Rail Transportation", "Railroad Equipment Manufacturing", "Ranching", "Ranching and Fisheries", "Real Estate", "Real Estate Agents and Brokers", "Real Estate and Equipment Rental Services", "Recreational Facilities", "Regenerative Design", "Religious Institutions", "Renewable Energy Equipment Manufacturing", "Renewable Energy Power Generation", "Renewable Energy Semiconductor Manufacturing", "Repair and Maintenance", "Research Services", "Residential Building Construction", "Restaurants", "Retail", "Retail Apparel and Fashion", "Retail Appliances, Electrical, and Electronic Equipment", "Retail Art Dealers", "Retail Art Supplies", "Retail Books and Printed News", "Retail Building Materials and Garden Equipment", "Retail Florists", "Retail Furniture and Home Furnishings", "Retail Gasoline", "Retail Groceries", "Retail Health and Personal Care Products", "Retail Luxury Goods and Jewelry", "Retail Motor Vehicles", "Retail Musical Instruments", "Retail Office Equipment", "Retail Office Supplies and Gifts", "Retail Pharmacies", "Retail Recyclable Materials & Used Merchandise", "Reupholstery and Furniture Repair", "Robot Manufacturing", "Robotics Engineering", "Rubber Products Manufacturing", "Satellite Telecommunications", "Savings Institutions", "School and Employee Bus Services", "Seafood Product Manufacturing", "Secretarial Schools", "Securities and Commodity Exchanges", "Security Guards and Patrol Services", "Security Systems Services", "Security and Investigations", "Semiconductor Manufacturing", "Services for Renewable Energy", "Services for the Elderly and Disabled", "Sheet Music Publishing", "Shipbuilding", "Shuttles and Special Needs Transportation Services", "Sightseeing Transportation", "Skiing Facilities", "Smart Meter Manufacturing", "Soap and Cleaning Product Manufacturing", "Social Networking Platforms", "Software Development", "Solar Electric Power Generation", "Sound Recording", "Space Research and Technology", "Specialty Trade Contractors", "Spectator Sports", "Sporting Goods Manufacturing", "Sports Teams and Clubs", "Sports and Recreation Instruction", "Spring and Wire Product Manufacturing", "Staffing and Recruiting", "Steam and Air-Conditioning Supply", "Strategic Management Services", "Subdivision of Land", "Sugar and Confectionery Product Manufacturing", "Surveying and Mapping Services", "Taxi and Limousine Services", "Technical and Vocational Training", "Technology, Information and Internet", "Technology, Information and Media", "Telecommunications", "Telecommunications Carriers", "Telephone Call Centers", "Temporary Help Services", "Textile Manufacturing", "Theater Companies", "Think Tanks", "Tobacco Manufacturing", "Translation and Localization", "Transportation Equipment Manufacturing", "Transportation Programs", "Transportation, Logistics, Supply Chain and Storage", "Travel Arrangements", "Truck Transportation", "Trusts and Estates", "Turned Products and Fastener Manufacturing", "Urban Transit Services", "Utilities", "Utilities Administration", "Utility System Construction", "Vehicle Repair and Maintenance", "Venture Capital and Private Equity Principals", "Veterinary Services", "Vocational Rehabilitation Services", "Warehousing and Storage", "Waste Collection", "Waste Treatment and Disposal", "Water Supply and Irrigation Systems", "Water, Waste, Steam, and Air Conditioning Services", "Wellness and Fitness Services", "Wholesale", "Wholesale Alcoholic Beverages", "Wholesale Apparel and Sewing Supplies", "Wholesale Appliances, Electrical, and Electronics", "Wholesale Building Materials", "Wholesale Chemical and Allied Products", "Wholesale Computer Equipment", "Wholesale Drugs and Sundries", "Wholesale Food and Beverage", "Wholesale Footwear", "Wholesale Furniture and Home Furnishings", "Wholesale Hardware, Plumbing, Heating Equipment", "Wholesale Import and Export", "Wholesale Luxury Goods and Jewelry", "Wholesale Machinery", "Wholesale Metals and Minerals", "Wholesale Motor Vehicles and Parts", "Wholesale Paper Products", "Wholesale Petroleum and Petroleum Products", "Wholesale Photography Equipment and Supplies", "Wholesale Raw Farm Products", "Wholesale Recyclable Materials", "Wind Electric Power Generation", "Wineries", "Wireless Services", "Women's Handbag Manufacturing", "Wood Product Manufacturing", "Writing and Editing", "Zoos and Botanical Gardens" ], "enumTitles": [ "Abrasives and Nonmetallic Minerals Manufacturing", "Accessible Architecture and Design", "Accessible Hardware Manufacturing", "Accommodation Services", "Accounting", "Administration of Justice", "Administrative and Support Services", "Advertising Services", "Agricultural Chemical Manufacturing", "Agriculture, Construction, Mining Machinery Manufacturing", "Air, Water, and Waste Program Management", "Airlines and Aviation", "Alternative Dispute Resolution", "Alternative Fuel Vehicle Manufacturing", "Alternative Medicine", "Ambulance Services", "Amusement Parks and Arcades", "Animal Feed Manufacturing", "Animation and Post-production", "Apparel Manufacturing", "Appliances, Electrical, and Electronics Manufacturing", "Architectural and Structural Metal Manufacturing", "Architecture and Planning", "Armed Forces", "Artificial Rubber and Synthetic Fiber Manufacturing", "Artists and Writers", "Audio and Video Equipment Manufacturing", "Automation Machinery Manufacturing", "Aviation and Aerospace Component Manufacturing", "Baked Goods Manufacturing", "Banking", "Bars, Taverns, and Nightclubs", "Bed-and-Breakfasts, Hostels, Homestays", "Beverage Manufacturing", "Biomass Electric Power Generation", "Biotechnology Research", "Blockchain Services", "Blogs", "Boilers, Tanks, and Shipping Container Manufacturing", "Book Publishing", "Book and Periodical Publishing", "Breweries", "Broadcast Media Production and Distribution", "Building Construction", "Building Equipment Contractors", "Building Finishing Contractors", "Building Structure and Exterior Contractors", "Business Consulting and Services", "Business Content", "Business Intelligence Platforms", "Cable and Satellite Programming", "Capital Markets", "Caterers", "Chemical Manufacturing", "Chemical Raw Materials Manufacturing", "Child Day Care Services", "Chiropractors", "Circuses and Magic Shows", "Civic and Social Organizations", "Civil Engineering", "Claims Adjusting, Actuarial Services", "Clay and Refractory Products Manufacturing", "Climate Data and Analytics", "Climate Technology Product Manufacturing", "Coal Mining", "Collection Agencies", "Commercial and Industrial Equipment Rental", "Commercial and Industrial Machinery Maintenance", "Commercial and Service Industry Machinery Manufacturing", "Communications Equipment Manufacturing", "Community Development and Urban Planning", "Community Services", "Computer Games", "Computer Hardware Manufacturing", "Computer Networking Products", "Computer and Network Security", "Computers and Electronics Manufacturing", "Conservation Programs", "Construction", "Construction Hardware Manufacturing", "Consumer Goods Rental", "Consumer Services", "Correctional Institutions", "Cosmetology and Barber Schools", "Courts of Law", "Credit Intermediation", "Cutlery and Handtool Manufacturing", "Dairy Product Manufacturing", "Dance Companies", "Data Infrastructure and Analytics", "Data Security Software Products", "Defense and Space Manufacturing", "Dentists", "Design Services", "Desktop Computing Software Products", "Digital Accessibility Services", "Distilleries", "E-Learning Providers", "Economic Programs", "Education", "Education Administration Programs", "Electric Lighting Equipment Manufacturing", "Electric Power Generation", "Electric Power Transmission, Control, and Distribution", "Electrical Equipment Manufacturing", "Electronic and Precision Equipment Maintenance", "Embedded Software Products", "Emergency and Relief Services", "Engineering Services", "Engines and Power Transmission Equipment Manufacturing", "Entertainment Providers", "Environmental Quality Programs", "Environmental Services", "Equipment Rental Services", "Events Services", "Executive Offices", "Executive Search Services", "Fabricated Metal Products", "Facilities Services", "Family Planning Centers", "Farming", "Farming, Ranching, Forestry", "Fashion Accessories Manufacturing", "Financial Services", "Fine Arts Schools", "Fire Protection", "Fisheries", "Flight Training", "Food and Beverage Manufacturing", "Food and Beverage Retail", "Food and Beverage Services", "Footwear Manufacturing", "Footwear and Leather Goods Repair", "Forestry and Logging", "Fossil Fuel Electric Power Generation", "Freight and Package Transportation", "Fruit and Vegetable Preserves Manufacturing", "Fuel Cell Manufacturing", "Fundraising", "Funds and Trusts", "Furniture and Home Furnishings Manufacturing", "Gambling Facilities and Casinos", "Geothermal Electric Power Generation", "Glass Product Manufacturing", "Glass, Ceramics and Concrete Manufacturing", "Golf Courses and Country Clubs", "Government Administration", "Government Relations Services", "Graphic Design", "Ground Passenger Transportation", "HVAC and Refrigeration Equipment Manufacturing", "Health and Human Services", "Higher Education", "Highway, Street, and Bridge Construction", "Historical Sites", "Holding Companies", "Home Health Care Services", "Horticulture", "Hospitality", "Hospitals", "Hospitals and Health Care", "Hotels and Motels", "Household Appliance Manufacturing", "Household Services", "Household and Institutional Furniture Manufacturing", "Housing Programs", "Housing and Community Development", "Human Resources Services", "Hydroelectric Power Generation", "IT Services and IT Consulting", "IT System Custom Software Development", "IT System Data Services", "IT System Design Services", "IT System Installation and Disposal", "IT System Operations and Maintenance", "IT System Testing and Evaluation", "IT System Training and Support", "Individual and Family Services", "Industrial Machinery Manufacturing", "Industry Associations", "Information Services", "Insurance", "Insurance Agencies and Brokerages", "Insurance Carriers", "Insurance and Employee Benefit Funds", "Interior Design", "International Affairs", "International Trade and Development", "Internet Marketplace Platforms", "Internet News", "Internet Publishing", "Interurban and Rural Bus Services", "Investment Advice", "Investment Banking", "Investment Management", "Janitorial Services", "Landscaping Services", "Language Schools", "Laundry and Drycleaning Services", "Law Enforcement", "Law Practice", "Leasing Non-residential Real Estate", "Leasing Residential Real Estate", "Leather Product Manufacturing", "Legal Services", "Legislative Offices", "Libraries", "Lime and Gypsum Products Manufacturing", "Loan Brokers", "Machinery Manufacturing", "Magnetic and Optical Media Manufacturing", "Manufacturing", "Maritime Transportation", "Market Research", "Marketing Services", "Mattress and Blinds Manufacturing", "Measuring and Control Instrument Manufacturing", "Meat Products Manufacturing", "Media & Telecommunications", "Media Production", "Medical Equipment Manufacturing", "Medical Practices", "Medical and Diagnostic Laboratories", "Mental Health Care", "Metal Ore Mining", "Metal Treatments", "Metal Valve, Ball, and Roller Manufacturing", "Metalworking Machinery Manufacturing", "Military and International Affairs", "Mining", "Mobile Computing Software Products", "Mobile Food Services", "Mobile Gaming Apps", "Motor Vehicle Manufacturing", "Motor Vehicle Parts Manufacturing", "Movies and Sound Recording", "Movies, Videos and Sound", "Museums", "Museums, Historical Sites, and Zoos", "Musicians", "Nanotechnology Research", "Natural Gas Distribution", "Natural Gas Extraction", "Newspaper Publishing", "Non-profit Organizations", "Nonmetallic Mineral Mining", "Nonresidential Building Construction", "Nuclear Electric Power Generation", "Nursing Homes and Residential Care Facilities", "Office Administration", "Office Furniture and Fixtures Manufacturing", "Oil Extraction", "Oil and Coal Product Manufacturing", "Oil and Gas", "Oil, Gas, and Mining", "Online Audio and Video Media", "Online and Mail Order Retail", "Operations Consulting", "Optometrists", "Outpatient Care Centers", "Outsourcing and Offshoring Consulting", "Packaging and Containers Manufacturing", "Paint, Coating, and Adhesive Manufacturing", "Paper and Forest Product Manufacturing", "Pension Funds", "Performing Arts", "Performing Arts and Spectator Sports", "Periodical Publishing", "Personal Care Product Manufacturing", "Personal Care Services", "Personal and Laundry Services", "Pet Services", "Pharmaceutical Manufacturing", "Philanthropic Fundraising Services", "Photography", "Physical, Occupational and Speech Therapists", "Physicians", "Pipeline Transportation", "Plastics Manufacturing", "Plastics and Rubber Product Manufacturing", "Political Organizations", "Postal Services", "Primary Metal Manufacturing", "Primary and Secondary Education", "Printing Services", "Professional Organizations", "Professional Services", "Professional Training and Coaching", "Public Assistance Programs", "Public Health", "Public Policy Offices", "Public Relations and Communications Services", "Public Safety", "Racetracks", "Radio and Television Broadcasting", "Rail Transportation", "Railroad Equipment Manufacturing", "Ranching", "Ranching and Fisheries", "Real Estate", "Real Estate Agents and Brokers", "Real Estate and Equipment Rental Services", "Recreational Facilities", "Regenerative Design", "Religious Institutions", "Renewable Energy Equipment Manufacturing", "Renewable Energy Power Generation", "Renewable Energy Semiconductor Manufacturing", "Repair and Maintenance", "Research Services", "Residential Building Construction", "Restaurants", "Retail", "Retail Apparel and Fashion", "Retail Appliances, Electrical, and Electronic Equipment", "Retail Art Dealers", "Retail Art Supplies", "Retail Books and Printed News", "Retail Building Materials and Garden Equipment", "Retail Florists", "Retail Furniture and Home Furnishings", "Retail Gasoline", "Retail Groceries", "Retail Health and Personal Care Products", "Retail Luxury Goods and Jewelry", "Retail Motor Vehicles", "Retail Musical Instruments", "Retail Office Equipment", "Retail Office Supplies and Gifts", "Retail Pharmacies", "Retail Recyclable Materials & Used Merchandise", "Reupholstery and Furniture Repair", "Robot Manufacturing", "Robotics Engineering", "Rubber Products Manufacturing", "Satellite Telecommunications", "Savings Institutions", "School and Employee Bus Services", "Seafood Product Manufacturing", "Secretarial Schools", "Securities and Commodity Exchanges", "Security Guards and Patrol Services", "Security Systems Services", "Security and Investigations", "Semiconductor Manufacturing", "Services for Renewable Energy", "Services for the Elderly and Disabled", "Sheet Music Publishing", "Shipbuilding", "Shuttles and Special Needs Transportation Services", "Sightseeing Transportation", "Skiing Facilities", "Smart Meter Manufacturing", "Soap and Cleaning Product Manufacturing", "Social Networking Platforms", "Software Development", "Solar Electric Power Generation", "Sound Recording", "Space Research and Technology", "Specialty Trade Contractors", "Spectator Sports", "Sporting Goods Manufacturing", "Sports Teams and Clubs", "Sports and Recreation Instruction", "Spring and Wire Product Manufacturing", "Staffing and Recruiting", "Steam and Air-Conditioning Supply", "Strategic Management Services", "Subdivision of Land", "Sugar and Confectionery Product Manufacturing", "Surveying and Mapping Services", "Taxi and Limousine Services", "Technical and Vocational Training", "Technology, Information and Internet", "Technology, Information and Media", "Telecommunications", "Telecommunications Carriers", "Telephone Call Centers", "Temporary Help Services", "Textile Manufacturing", "Theater Companies", "Think Tanks", "Tobacco Manufacturing", "Translation and Localization", "Transportation Equipment Manufacturing", "Transportation Programs", "Transportation, Logistics, Supply Chain and Storage", "Travel Arrangements", "Truck Transportation", "Trusts and Estates", "Turned Products and Fastener Manufacturing", "Urban Transit Services", "Utilities", "Utilities Administration", "Utility System Construction", "Vehicle Repair and Maintenance", "Venture Capital and Private Equity Principals", "Veterinary Services", "Vocational Rehabilitation Services", "Warehousing and Storage", "Waste Collection", "Waste Treatment and Disposal", "Water Supply and Irrigation Systems", "Water, Waste, Steam, and Air Conditioning Services", "Wellness and Fitness Services", "Wholesale", "Wholesale Alcoholic Beverages", "Wholesale Apparel and Sewing Supplies", "Wholesale Appliances, Electrical, and Electronics", "Wholesale Building Materials", "Wholesale Chemical and Allied Products", "Wholesale Computer Equipment", "Wholesale Drugs and Sundries", "Wholesale Food and Beverage", "Wholesale Footwear", "Wholesale Furniture and Home Furnishings", "Wholesale Hardware, Plumbing, Heating Equipment", "Wholesale Import and Export", "Wholesale Luxury Goods and Jewelry", "Wholesale Machinery", "Wholesale Metals and Minerals", "Wholesale Motor Vehicles and Parts", "Wholesale Paper Products", "Wholesale Petroleum and Petroleum Products", "Wholesale Photography Equipment and Supplies", "Wholesale Raw Farm Products", "Wholesale Recyclable Materials", "Wind Electric Power Generation", "Wineries", "Wireless Services", "Women's Handbag Manufacturing", "Wood Product Manufacturing", "Writing and Editing", "Zoos and Botanical Gardens" ] }, "default": [] }, "companySizes": { "title": "Company size", "type": "array", "editor": "select", "description": "Only jobs from employers of these sizes, as listed on their LinkedIn page. Each employer's page is looked up once. Jobs whose employer size isn't listed are kept.", "items": { "type": "string", "enum": [ "1-10", "11-50", "51-200", "201-500", "501-1000", "1001-5000", "5001-10000", "10001+" ], "enumTitles": [ "1-10 employees", "11-50 employees", "51-200 employees", "201-500 employees", "501-1,000 employees", "1,001-5,000 employees", "5,001-10,000 employees", "10,001+ employees" ] }, "default": [] }, "excludeStaffingAgencies": { "title": "Exclude staffing agencies", "type": "boolean", "description": "Skip jobs posted by employers in LinkedIn's 'Staffing and Recruiting' industry.", "default": false, "prefill": false }, "requireSalary": { "title": "Only jobs with a salary", "type": "boolean", "description": "Only jobs that state their pay, either in LinkedIn's pay range box or in the job description.", "default": false, "prefill": false }, "minYearlySalary": { "title": "Minimum yearly salary", "type": "integer", "description": "Skip jobs whose stated pay range tops out below this yearly amount. Hourly, weekly and monthly pay is converted to a yearly figure. The amount is compared in the job's own currency, so set 'Salary currency' to compare like with like. Jobs without a stated salary are kept unless 'Only jobs with a salary' is on.", "minimum": 0, "maximum": 10000000 }, "salaryCurrency": { "title": "Salary currency", "type": "string", "editor": "select", "description": "Only jobs whose stated pay is in this currency. Also sets the currency of 'Minimum yearly salary'. Jobs without a stated salary are kept unless 'Only jobs with a salary' is on.", "enum": [ "", "USD", "EUR", "GBP", "CAD", "AUD", "INR", "SGD", "CHF", "JPY", "NZD", "HKD", "MXN", "BRL", "ZAR", "PLN", "SEK", "NOK", "DKK", "AED", "ARS", "CLP", "COP" ], "enumTitles": [ "Any currency", "US dollar (USD)", "Euro (EUR)", "British pound (GBP)", "Canadian dollar (CAD)", "Australian dollar (AUD)", "Indian rupee (INR)", "Singapore dollar (SGD)", "Swiss franc (CHF)", "Japanese yen (JPY)", "New Zealand dollar (NZD)", "Hong Kong dollar (HKD)", "Mexican peso (MXN)", "Brazilian real (BRL)", "South African rand (ZAR)", "Polish zloty (PLN)", "Swedish krona (SEK)", "Norwegian krone (NOK)", "Danish krone (DKK)", "UAE dirham (AED)", "Argentine peso (ARS)", "Chilean peso (CLP)", "Colombian peso (COP)" ], "default": "" }, "requireRecruiter": { "title": "Only jobs with a named recruiter", "type": "boolean", "description": "Only jobs where LinkedIn shows the person who posted the job.", "default": false, "prefill": false }, "includeTitleKeywords": { "title": "Title must contain", "type": "array", "editor": "stringList", "description": "Keep only jobs whose title contains at least one of these words (not case-sensitive). Useful because LinkedIn's keyword matching is broad." }, "excludeTitleKeywords": { "title": "Title must not contain", "type": "array", "editor": "stringList", "description": "Skip jobs whose title contains any of these words, e.g. 'Senior' or 'Intern'." }, "excludeJobIds": { "title": "Skip these job IDs", "type": "array", "editor": "stringList", "description": "Job IDs (the 'id' field of an earlier run) to leave out, so scheduled runs return only new postings." }, "scrapeJobDetails": { "title": "Include job details", "type": "boolean", "description": "Open each job to add the full description, salary, seniority, job type, industry, applicant count, recruiter and Easy Apply status. Turn off for a fast list of titles, companies, locations and dates only. Filters that need these details switch it on automatically.", "default": true, "prefill": false, "sectionCaption": "Data to include" }, "includeCompanyDetails": { "title": "Include company profile", "type": "boolean", "description": "Add each employer's LinkedIn profile: industry, size, headquarters, website, founding year, office locations, followers, tagline and description. Fetched once per company.", "default": true, "prefill": false }, "enrichmentDepth": { "title": "Job page depth", "type": "string", "editor": "select", "description": "Standard returns each job's core details. Extended also adds similar jobs, 'people also viewed' jobs, related searches and LinkedIn's numeric industry and title IDs, and asks LinkedIn again when the exact posting time is missing, so it takes longer per job.", "enum": [ "standard", "full" ], "enumTitles": [ "Standard", "Extended (slower)" ], "default": "standard" }, "language": { "title": "Language of LinkedIn labels", "type": "string", "editor": "select", "description": "Language LinkedIn uses for labels such as job type and seniority. Job descriptions stay in the language they were written in. Locations must still be typed in English.", "enum": [ "en", "es", "fr", "de", "pt" ], "enumTitles": [ "English", "Spanish", "French", "German", "Portuguese" ], "default": "en" }, "splitLargeSearches": { "title": "Go past 1,000 jobs per search", "type": "boolean", "description": "LinkedIn returns at most 1,000 jobs for one search. When a search reaches that limit, continue with the same search limited to the past month, week, 3 days and 24 hours, which surfaces many more jobs (duplicates removed).", "default": true, "prefill": true, "sectionCaption": "Limits" }, "maxItems": { "title": "Maximum jobs", "type": "integer", "description": "Stop after saving this many jobs. A single keyword + location search returns at most 1,000 jobs; add keywords or locations to collect more.", "minimum": 1, "maximum": 10000, "default": 100, "prefill": 3 } }, "required": [] }, "output": { "actorOutputSchemaVersion": 1, "title": "LinkedIn Hiring Radar: Jobs, Pay & Employer Profiles Output", "description": "LinkedIn job postings with parsed yearly salary ranges and their source, applicant counts, Easy Apply status, seniority, posting expiry dates when LinkedIn exposes them, recruiter, and the employer's LinkedIn profile (size, industry, founding year, offices, related pages).", "properties": { "jobs": { "type": "string", "title": "Job listings", "description": "Dataset containing all scraped LinkedIn job listings.", "template": "{{links.apiDefaultDatasetUrl}}/items" } } }, "readme": "# LinkedIn Hiring Radar: Jobs, Pay & Employer Profiles\n\nTurn public LinkedIn job pages into a research-ready dataset: one row per posting with the full description, a parsed pay range and where that pay came from, applicant volume, Easy Apply status, hiring badges, recruiter details and the employer's own LinkedIn profile. Search by keywords, places, companies or exact job links. No LinkedIn account, cookies or proxy setup is needed.\n\n## What this actor does\n\n- **Pay that can be compared.** The pay box and pay ranges written in the description are read, normalised to yearly figures and tagged with `salarySource` so you can tell employer-provided pay from description text.\n- **Employer intelligence, not just a name.** For every distinct employer, the actor reads the public LinkedIn company page once and attaches industry, headcount band, headquarters, website, founding year, follower count, specialties, offices, tagline, description and numeric company ID.\n- **Broad discovery.** Combine several keyword searches with several places, search entire companies, paste LinkedIn search links, or feed a list of job links and IDs. Results are merged and de-duplicated by job ID.\n- **Filters that narrow the dataset.** Date posted from the past hour to three months, search radius, Easy Apply, fewer than ten applicants, companies to include or leave out, experience level, job type, industry, staffing agencies, salary and recruiter presence.\n- **Past the 1,000-result wall.** When one search reaches LinkedIn's result ceiling, the actor can continue with narrower posting-date windows and merge the unique jobs.\n- **Clean rows.** Empty fields are omitted at every depth; a field the source does not show for a posting is never filled with blanks, zeroes or guesses.\n\n## Output per job\n\n| Field | What it holds |\n|---|---|\n| `id`, `title`, `jobUrl` | LinkedIn job ID, title and canonical job link |\n| `companyName`, `companyUrl`, `companyId`, `companyNumericId`, `companyLogo` | Employer identity and logo |\n| `location` | Location exactly as LinkedIn displays it |\n| `postedDate`, `postedDateText`, `postedAt`, `expiresAt` | Posting date, relative label, exact UTC time when available, and LinkedIn's expiry time when its structured data includes one |\n| `salary`, `salaryRange`, `salarySource` | Raw pay text, parsed `{min, max, currency, interval, minYearly, maxYearly}` and `employer` or `description` |\n| `applicantCount`, `applicantCountNumeric`, `applicantCountKind`, `applicantInsights` | Applicant text, parsed number, whether it is exact/more/fewer, and early-applicant notes |\n| `listingBadge`, `activelyHiring` | Search-card badge such as \"Actively Hiring\" or \"Be an early applicant\" |\n| `easyApply`, `applyUrl` | Whether the job can be applied to on LinkedIn, plus the LinkedIn application page |\n| `descriptionText`, `descriptionHtml` | Full posting description in both formats |\n| `responsibilities`, `qualifications`, `preferredQualifications` | Bulleted sections when the description uses a recognisable heading and list |\n| `seniorityLevel`, `inferredSeniorityLevel`, `employmentType`, `industries`, `industriesList` | Criteria as LinkedIn publishes them, plus a title-based seniority fallback |\n| `experienceYearsMin`, `experienceYearsMax` | Experience range stated in the description |\n| `visaSponsorshipMentioned`, `visaSponsorshipPhrase` | Positive or negative sponsorship statement, with the matched phrase |\n| `remoteAllowed` | Set only on explicit fully-remote evidence (title, wording or a `TELECOMMUTE` structured-data flag); never inferred from hybrid/on-site text |\n| `recruiter` | `{name, title, profileUrl, photoUrl}` when LinkedIn shows the poster card |\n| `contactEmails` | Email addresses written in the description |\n| `atsPlatform` | Applicant-tracking platform named or linked in the posting, when detectable |\n| `companyIndustry`, `companySize`, `companyHeadquarters`, `companyType`, `companyWebsite`, `companyFounded`, `companySpecialties`, `companyLocations`, `companyFollowersCount`, `companySlogan`, `companyDescription` | Employer profile from the company's public page |\n| `companyAffiliatedPages`, `companySimilarPages` | Related employer pages as listed on the company profile |\n| `companyRecentPosts` | Recent public company posts with reaction and comment counts, when shown |\n| `similarJobs`, `peopleAlsoViewed`, `similarSearches`, `industryIds`, `titleId`, `titleCategoryLabel`, `titleCategoryUrl` | Related postings and LinkedIn taxonomy hints (full job-page depth only) |\n| `searchQuery`, `searchLocation`, `searchUrl` | The search that surfaced this job |\n| `scrapedAt` | Collection timestamp in UTC |\n\nThe dataset includes three ready-made views: **Jobs**, **Salaries** and **Employers**.\n\n## Input\n\nAt least one of `searchQueries`, `searchUrls`, `jobUrls` or `companies` must be provided. The form is grouped as \"What to search\", \"Where\", \"Filters\", \"Data to include\" and \"Limits\".\n\n| Field | Type | Default | Meaning |\n|---|---|---|---|\n| `searchQueries` | string list | `[\"Python Developer\"]` in the prefill | Job titles, skills or phrases; each is searched in every place |\n| `searchUrls` | URL list | - | LinkedIn job-search links; their keywords, place and filters are kept |\n| `jobUrls` | string list | - | Job links or numeric job IDs to read directly |\n| `locations` | string list | `[\"United States\"]` in the prefill | Places in English; unknown places are reported and skipped, not silently treated as the US |\n| `geoIds` | string list | - | Numeric LinkedIn place IDs for an exact market |\n| `distance` | select | LinkedIn default | Radius around a city: 0, 5, 10, 25, 50 or 100 miles |\n| `timePosted` | select | Any time | Past hour, 24 hours, 3 days, week, 2 weeks, month or 3 months |\n| `companies` | string list | - | Employer names, company/university links or numeric company IDs |\n| `excludeCompanies` | string list | - | Employers to skip by name or LinkedIn page |\n| `easyApply` | boolean | `false` | Keep only jobs applicable on LinkedIn |\n| `under10Applicants` | boolean | `false` | Keep only jobs with fewer than ten applicants |\n| `experienceLevel` | select | Any | Internship, Entry level, Associate, Mid-Senior level, Director, Executive |\n| `jobType` | select | Any | Full-time, Part-time, Contract, Temporary, Internship, Volunteer, Other |\n| `industry` | multi-select | `[]` | LinkedIn industry of the employer (all 434 categories) |\n| `companySizes` | multi-select | `[]` | Employer headcount bands from 1-10 to 10,001+ |\n| `excludeStaffingAgencies` | boolean | `false` | Remove staffing and recruiting firms |\n| `requireSalary` | boolean | `false` | Keep only postings that state pay |\n| `minYearlySalary` | integer | - | Drop postings whose yearly pay ceiling is below this amount |\n| `salaryCurrency` | select | Any | Keep only this pay currency; also the currency used by `minYearlySalary` |\n| `requireRecruiter` | boolean | `false` | Keep only postings where LinkedIn names the poster |\n| `includeTitleKeywords` | string list | - | Title must contain one of these words |\n| `excludeTitleKeywords` | string list | - | Title must not contain any of these words |\n| `excludeJobIds` | string list | - | Job IDs seen in an earlier run |\n| `scrapeJobDetails` | boolean | `true` | Read each job page for description, pay, criteria, applicants and recruiter |\n| `includeCompanyDetails` | boolean | `true` | Read each employer's public profile once |\n| `enrichmentDepth` | select | `standard` | `full` adds related jobs, related searches, taxonomy IDs and extra posting-time retries |\n| `language` | select | `en` | Language of LinkedIn's labels: English, Spanish, French, German or Portuguese |\n| `splitLargeSearches` | boolean | `true` | Continue a capped search with narrower posting-date windows |\n| `maxItems` | integer | `100` | Stop after this many saved jobs (1-10,000) |\n\n### Example: pay research across markets\n\n```json\n{\n \"searchQueries\": [\"Python Developer\", \"Data Engineer\"],\n \"locations\": [\"United States\", \"Germany\", \"United Kingdom\"],\n \"timePosted\": \"r604800\",\n \"requireSalary\": true,\n \"minYearlySalary\": 80000,\n \"salaryCurrency\": \"USD\",\n \"maxItems\": 300\n}\n```\n\n### Example: every current role at two employers\n\n```json\n{\n \"companies\": [\"Microsoft\", \"https://www.linkedin.com/company/affirm\"],\n \"includeCompanyDetails\": true,\n \"maxItems\": 200\n}\n```\n\n### Example: audit a list of postings\n\n```json\n{\n \"jobUrls\": [\n \"https://www.linkedin.com/jobs/view/4479196690\",\n \"4465604021\"\n ]\n}\n```\n\n## Choosing the right depth\n\n`scrapeJobDetails` off returns search-card data only: title, employer, place, posting date, card salary when shown and the job link. It is the cheapest and fastest mode.\n\n`scrapeJobDetails` on reads the public job page for every posting and adds the full description, pay parsing, criteria, applicants, recruiter and apply signals. `includeCompanyDetails` then adds the employer profile once per company.\n\n`enrichmentDepth: full` uses the richer job-page layout and also adds related jobs, related searches and LinkedIn taxonomy IDs. It costs more time per posting and is unnecessary for most salary or hiring research.\n\n## How many jobs can I collect?\n\nLinkedIn returns at most about 1,000 jobs for one keyword/place/filter combination. The actor exposes three ways past that wall:\n\n- `locations` or `geoIds` spread one keyword across several markets.\n- `searchQueries` multiply the number of distinct searches.\n- `splitLargeSearches` continues a capped search with past-month, past-week, past-3-days and past-24-hours windows, removing overlaps by job ID.\n\nThe actor stops on LinkedIn's own end-of-results signals, not on a timer: an empty page, repeated pages with no new job IDs, or the 1,000-result ceiling with no narrower window left.\n\n## Use cases\n\n- **Recruiting and sourcing** - compare public postings, pay ranges and employer profiles for a role\n- **Compensation research** - normalise salary data across markets and seniority levels\n- **Job-market monitoring** - track hiring volume and employer demand over time\n- **Sales and account research** - identify companies actively hiring in a target segment\n- **Competitive intelligence** - compare how employers present roles, pay and benefits\n\n## FAQ\n\n**Do I need a LinkedIn account, cookies or a proxy?**\nNo. Every request reads a public page as a signed-out visitor. The actor chooses its own connection automatically and moves to a fresh session when LinkedIn throttles it; no user proxy configuration is required.\n\n**Why is salary missing on some rows?**\nMany employers do not publish pay. The actor reads LinkedIn's pay box and explicit pay ranges in the description and never estimates. `salarySource` tells you which source produced the range. Coverage varies by market and employer.\n\n**Can I filter for remote, hybrid or on-site jobs?**\nLinkedIn does not show the workplace label to signed-out visitors, and the public search ignores its workplace parameter. `remoteAllowed` is therefore only set when the posting itself is explicit about being fully remote (title/wording, or a `TELECOMMUTE` structured-data flag). Hybrid and on-site are never guessed. Adding \"remote\" to your keywords is the practical workaround. Older saved inputs that still contain the old workplace filter keep running; that setting is ignored and the status message says so.\n\n**Can I get the employer's own apply link?**\nLinkedIn exposes the external apply destination only to signed-in members. `applyUrl` is the LinkedIn application page and `easyApply` tells you whether the application can be completed on LinkedIn. `atsPlatform` is filled only when the posting text itself names or links an applicant-tracking system.\n\n**Why does `postedAt` sometimes differ from `postedDate`?**\n`postedDate` is the date shown on the search card. `postedAt` is the exact UTC timestamp from the job page's structured data or posting-time metadata, and it is omitted when LinkedIn serves a page variant without it. `postedDate` is always present.\n\n**Do all links open?**\nJob links and company logos were checked from a clean client: job pages return 200 and logos return 200 with an image content type. LinkedIn company pages and some employer websites block automated `HEAD`/script requests with 403 even though they open normally in a browser; those URLs are the real public pages, not broken builders. An employer's own site can also be down or geo-restricted independently of this actor.\n\n**Why do I see more jobs than `maxItems`?**\nYou should not: the actor reserves each output slot atomically and never pushes more than `maxItems`. If a search has fewer matching jobs, the run ends with fewer and explains why in the status message.\n\n**How do I get only new postings on a schedule?**\nUse \"Past 24 hours\", or save the `id` values from one run and send them through `excludeJobIds` on the next.\n\n**What is intentionally not available?**\nRemote/hybrid/on-site labels for non-remote jobs, the external apply URL, repost history, view counts, job state and the job-function criterion are gated to signed-in LinkedIn members or have been removed from public pages. Skills and benefits are not exposed as structured lists for signed-out visitors; their raw text remains in `descriptionText`. The actor reports these limits rather than inventing values.\n\n**Is this affiliated with LinkedIn?**\nNo. It is an independent tool that reads LinkedIn's public job pages.\n\n## Data source\n\nPublic LinkedIn job-search result cards, public job pages (`linkedin.com/jobs/view/...`), public company profiles (`linkedin.com/company/...`) and LinkedIn's public location/company suggestion endpoints. All requests are cookieless.\n", "storages": { "dataset": { "actorSpecification": 1, "views": { "overview": { "title": "Jobs", "transformation": { "fields": [ "title", "companyName", "location", "salary", "salarySource", "applicantCount", "easyApply", "employmentType", "seniorityLevel", "postedDate", "expiresAt", "jobUrl" ] }, "display": { "component": "table", "properties": { "title": { "label": "Job title", "format": "text" }, "companyName": { "label": "Company", "format": "text" }, "location": { "label": "Location", "format": "text" }, "salary": { "label": "Salary", "format": "text" }, "salarySource": { "label": "Salary source", "format": "text" }, "applicantCount": { "label": "Applicants", "format": "text" }, "easyApply": { "label": "Easy Apply", "format": "boolean" }, "employmentType": { "label": "Type", "format": "text" }, "seniorityLevel": { "label": "Seniority", "format": "text" }, "postedDate": { "label": "Posted", "format": "text" }, "expiresAt": { "label": "Expires", "format": "text" }, "jobUrl": { "label": "Job link", "format": "link" } } } }, "salary": { "title": "Salaries", "transformation": { "fields": [ "title", "companyName", "location", "salary", "salaryRange.currency", "salaryRange.minYearly", "salaryRange.maxYearly", "salarySource", "jobUrl" ] }, "display": { "component": "table", "properties": { "title": { "label": "Job title", "format": "text" }, "companyName": { "label": "Company", "format": "text" }, "location": { "label": "Location", "format": "text" }, "salary": { "label": "Salary", "format": "text" }, "salaryRange.currency": { "label": "Currency", "format": "text" }, "salaryRange.minYearly": { "label": "Yearly min", "format": "number" }, "salaryRange.maxYearly": { "label": "Yearly max", "format": "number" }, "salarySource": { "label": "Salary source", "format": "text" }, "jobUrl": { "label": "Job link", "format": "link" } } } }, "companies": { "title": "Employers", "transformation": { "fields": [ "companyName", "companyIndustry", "companySize", "companyHeadquarters", "companyFounded", "companyFollowersCount", "companyWebsite", "companyNumericId", "title", "jobUrl" ] }, "display": { "component": "table", "properties": { "companyName": { "label": "Company", "format": "text" }, "companyIndustry": { "label": "Industry", "format": "text" }, "companySize": { "label": "Company size", "format": "text" }, "companyHeadquarters": { "label": "Headquarters", "format": "text" }, "companyFounded": { "label": "Founded", "format": "number" }, "companyFollowersCount": { "label": "Followers", "format": "number" }, "companyWebsite": { "label": "Website", "format": "link" }, "companyNumericId": { "label": "Company ID", "format": "text" }, "title": { "label": "Job title", "format": "text" }, "jobUrl": { "label": "Job link", "format": "link" } } } } } } } }, "buildNumber": "2.0.1", "imageDigest": "0022d660497bff2aac82fca471d90dcb553f104159539a027ef17a2fa3bb16fc", "actVersion": { "sourceType": "SOURCE_FILES", "buildTag": "latest", "versionNumber": "2.0" }, "usage": { "ACTOR_COMPUTE_UNITS": 0.01883111111111111 } } }