{
"openapi": "3.0.1",
"info": {
"title": "Glints Scraper - SEA Jobs, Salaries & Company Leads",
"description": "Scrape Glints jobs across Singapore, Indonesia, Vietnam, Malaysia & Taiwan: titles, real salary ranges, skills, experience, full descriptions, benefits, remote/hybrid, geo. Get rich hiring-company leads (website, size, industry, socials) and only-new monitoring. Export JSON, CSV, Excel.",
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"components": {
"schemas": {
"inputSchema": {
"type": "object",
"properties": {
"searchQueries": {
"title": "Search queries (keywords / job titles)",
"type": "array",
"description": "Keywords or job titles to search on Glints, e.g. software engineer, marketing, data analyst, finance. Each query returns up to 50 jobs for the selected country. Add several queries for broader coverage.",
"items": {
"type": "string"
}
},
"country": {
"title": "Country",
"enum": [
"SG",
"ID",
"VN",
"MY",
"TW"
],
"type": "string",
"description": "Glints national edition to search. This selects the market and salary currency.",
"default": "SG"
},
"companyIds": {
"title": "Company IDs",
"type": "array",
"description": "Glints company IDs (UUIDs) — return all current openings for each company (up to 50 each). The ID is the UUID in a company URL: glints.com/sg/companies/<name>/<UUID>.",
"items": {
"type": "string"
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},
"startUrls": {
"title": "Start URLs",
"type": "array",
"description": "Paste Glints URLs directly: job pages (/opportunities/jobs/.../<id>), company pages (/companies/.../<id>), or explore/search pages. The country is read from the URL when present. Used in addition to the search queries above.",
"items": {
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"required": [
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"properties": {
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},
"jobIds": {
"title": "Job URLs or IDs",
"type": "array",
"description": "Specific Glints job postings to fetch — full job URLs or bare job UUIDs. Each is scraped as a full, detail-enriched job record.",
"items": {
"type": "string"
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},
"jobType": {
"title": "Employment type",
"enum": [
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"PART_TIME",
"INTERNSHIP",
"CONTRACT",
"FREELANCE",
"PROJECT_BASED",
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"type": "string",
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"default": "any"
},
"workArrangement": {
"title": "Work arrangement",
"enum": [
"any",
"ONSITE",
"HYBRID",
"REMOTE"
],
"type": "string",
"description": "Filter by on-site / hybrid / remote.",
"default": "any"
},
"educationLevel": {
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"enum": [
"any",
"NONE",
"PRIMARY",
"SECONDARY",
"VOCATIONAL",
"DIPLOMA",
"BACHELOR",
"MASTER",
"DOCTORATE"
],
"type": "string",
"description": "Filter by minimum education level required.",
"default": "any"
},
"minSalary": {
"title": "Minimum salary",
"minimum": 0,
"type": "integer",
"description": "Only jobs paying at least this much (in the selected country's currency, per month). Leave empty for no minimum."
},
"maxSalary": {
"title": "Maximum salary",
"minimum": 0,
"type": "integer",
"description": "Only jobs paying at most this much (in the selected country's currency, per month). Leave empty for no maximum."
},
"minYearsExperience": {
"title": "Min years of experience",
"minimum": 0,
"maximum": 50,
"type": "integer",
"description": "Only jobs requiring at least this many years of experience."
},
"maxYearsExperience": {
"title": "Max years of experience",
"minimum": 0,
"maximum": 50,
"type": "integer",
"description": "Only jobs requiring at most this many years of experience."
},
"sortBy": {
"title": "Sort by",
"enum": [
"relevance",
"latest"
],
"type": "string",
"description": "Result order. Latest is ideal for monitoring fresh postings.",
"default": "relevance"
},
"remoteOnly": {
"title": "Remote jobs only",
"type": "boolean",
"description": "Keep only fully-remote postings.",
"default": false
},
"includeJobDetails": {
"title": "Include full job details",
"type": "boolean",
"description": "Fetch each job's full description, benefits, interview process, company office address + geo, recruiter response rate and applicant requirements (one extra request per job). On by default for the richest dataset; turn off for fast, cheap listing-only runs.",
"default": true
},
"includeJobDescriptionHtml": {
"title": "Include HTML description",
"type": "boolean",
"description": "Also include the job description as simple HTML (field descriptionHtml) alongside the clean text. Off by default to keep records lean.",
"default": false
},
"outputCompanyLeads": {
"title": "Emit company lead records",
"type": "boolean",
"description": "In addition to job records, push one deduplicated company record (type = \"company\") per hiring company: website, size, industry, socials, office address, openings count, sample titles, salary range seen and a 0–100 lead score. Ideal for recruitment-agency and B2B sales prospecting.",
"default": false
},
"deduplicateJobs": {
"title": "Deduplicate jobs",
"type": "boolean",
"description": "Skip a job whose ID was already emitted in this run (the same posting can surface under several queries).",
"default": true
},
"monitorMode": {
"title": "Monitor mode — only new postings",
"type": "boolean",
"description": "Remember job IDs seen in previous runs (in a named key-value store) and emit only postings not seen before — a ready-made new-job alert feed. Combine with an Apify Schedule to run it hourly/daily.",
"default": false
},
"monitorKey": {
"title": "Monitor key",
"type": "string",
"description": "Names the monitor's memory so separate searches keep separate histories (store: glints-scraper-monitor-<key>). Use one key per saved search.",
"default": "default"
},
"maxItems": {
"title": "Max jobs",
"minimum": 1,
"type": "integer",
"description": "Maximum number of job records to scrape across all queries, companies and URLs. Company-lead records do not count toward this cap.",
"default": 100
},
"maxConcurrency": {
"title": "Max concurrency",
"minimum": 1,
"maximum": 10,
"type": "integer",
"description": "How many detail requests to run in parallel. Lower it if you hit rate limits; raise it for speed.",
"default": 5
},
"proxyConfiguration": {
"title": "Proxy configuration",
"type": "object",
"description": "Proxies to use. Residential is the reliable default for Glints across SEA. The clean JSON API also works on datacenter proxies (cheaper) — switch the group to try it.",
"default": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
]
}
}
}
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"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"finishedAt": {
"type": "string",
"format": "date-time",
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},
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"type": "string",
"example": "READY"
},
"meta": {
"type": "object",
"properties": {
"origin": {
"type": "string",
"example": "API"
},
"userAgent": {
"type": "string"
}
}
},
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"type": "object",
"properties": {
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"type": "object",
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"type": "string",
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"timeoutSecs": {
"type": "integer",
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"memoryMbytes": {
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