{ "openapi": "3.0.1", "info": { "title": "MyCareersFuture Jobs Scraper", "description": "Scrape public Singapore MyCareersFuture.gov.sg jobs by keyword, UEN, filters, or job UUID/URL. Returns salary, company UEN, skills, and location. HTTP-only, no login, MCP-ready.", "version": "0.1", "x-build-id": "xI6byV2IUaPG3Jnnw" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/khadinakbar~mycareersfuture-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-khadinakbar-mycareersfuture-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/khadinakbar~mycareersfuture-jobs-scraper/runs": { "post": { "operationId": "runs-sync-khadinakbar-mycareersfuture-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/khadinakbar~mycareersfuture-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-khadinakbar-mycareersfuture-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "search": { "title": "Search keyword", "type": "string", "description": "Keyword matched against MyCareersFuture job titles, skills, and descriptions — for example 'software engineer' or 'registered nurse'. Leave empty when using only UEN, jobIds, startUrls, or taxonomy filters. Do not paste a full job URL here; use startUrls or jobIds instead." }, "searchQueries": { "title": "Search keywords (batch)", "maxItems": 20, "type": "array", "description": "Optional list of keyword searches run one after another. Each query is paginated until maxItems is reached across the whole run. Prefer this for multi-niche batches; use search for a single keyword.", "items": { "type": "string" } }, "companyUens": { "title": "Company UENs", "maxItems": 20, "type": "array", "description": "ACRA Unique Entity Numbers to list that employer's public MyCareersFuture postings, for example 201816453D. Returns only jobs where postedCompany.uen matches. Maximum 20 per run.", "items": { "type": "string" } }, "jobIds": { "title": "Job UUIDs", "maxItems": 100, "type": "array", "description": "Exact 32-character MyCareersFuture job UUIDs to fetch as detail rows. Do not pass MCF-YYYY-###### posting numbers — those cannot be resolved via the public API. Copy the UUID from the job page URL.", "items": { "type": "string" } }, "startUrls": { "title": "Job start URLs", "type": "array", "description": "MyCareersFuture job page URLs containing a 32-character UUID, for example https://www.mycareersfuture.gov.sg/job/. MCF-YYYY-###### URLs are rejected with INVALID_INPUT because the public API cannot resolve posting numbers.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "categories": { "title": "Job categories", "type": "array", "description": "Exact MyCareersFuture category labels, for example 'Information Technology' or 'Healthcare / Pharmaceutical'. Values must match the site enum exactly (HTTP 400 otherwise). Combine with search or use filters-only.", "items": { "type": "string" } }, "employmentTypes": { "title": "Employment types", "type": "array", "description": "Exact employment-type labels such as 'Full Time', 'Part Time', 'Permanent', 'Contract', or 'Internship'. Must match MyCareersFuture enum strings.", "items": { "type": "string" } }, "positionLevels": { "title": "Position levels", "type": "array", "description": "Exact seniority labels such as 'Fresh/entry level', 'Executive', 'Professional', 'Manager', or 'Senior Management'. Must match MyCareersFuture enum strings.", "items": { "type": "string" } }, "salaryFrom": { "title": "Minimum salary (SGD)", "minimum": 0, "type": "integer", "description": "Lower bound for the advertised monthly SGD salary filter sent to the MyCareersFuture API. Leave empty for no minimum. This filters search results; it does not invent missing salaries." }, "salaryTo": { "title": "Maximum salary (SGD)", "minimum": 0, "type": "integer", "description": "Upper bound for the advertised monthly SGD salary filter. Leave empty for no maximum. Combine with salaryFrom for a band." }, "sortBy": { "title": "Sort by", "enum": [ "new_posting_date", "min_monthly_salary" ], "type": "string", "description": "Search sort order passed to the MyCareersFuture API. Default new_posting_date is best for monitoring fresh openings. min_monthly_salary sorts by advertised minimum SGD salary. Only these two values are accepted by the live public API.", "default": "new_posting_date" }, "maxItems": { "title": "Max jobs", "minimum": 1, "maximum": 5000, "type": "integer", "description": "Hard cap on unique job rows charged and saved for the entire run (across all queries). Default 50 keeps quality tests cheap; raise for bulk harvests. Hitting the cap finishes as PARTIAL.", "default": 50 }, "fetchDetails": { "title": "Fetch detail for each search hit", "type": "boolean", "description": "When true, each search/UEN hit is re-fetched via GET /v2/jobs/{uuid}. Search payloads are already rich; enable only when you need the freshest detail payload. Increases request count.", "default": false }, "includeScreeningQuestions": { "title": "Include screening questions", "type": "boolean", "description": "When true, detail payloads are fetched so screeningQuestions can be attached when MyCareersFuture exposes them. Extra detail call per job; leave false for lean search harvests.", "default": false } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 }, "PROXY_UNBLOCKER_UNITS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 }, "PROXY_UNBLOCKER_UNITS": { "type": "integer", "example": 0 } } } } } } } } } }