# JobStreet.com Scraper (`unfenced-group/jobstreet-scraper`) Actor Extract job listings from JobStreet across Singapore, Malaysia, Philippines and Indonesia. Keyword search, work type filter, structured salary fields, full descriptions. 150K+ active listings. No API key required. - **URL**: https://apify.com/unfenced-group/jobstreet-scraper.md - **Developed by:** [Unfenced Group](https://apify.com/unfenced-group) (community) - **Categories:** Jobs - **Stats:** 7 total users, 1 monthly users, 81.8% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $0.99 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## JobStreet Scraper ![JobStreet Scraper](https://i.imgur.com/ELtyFdO.png) Extract job listings from **JobStreet** โ€” Southeast Asia's leading job platform โ€” across **Singapore, Malaysia, Philippines, and Indonesia**. Get structured data including job titles, companies, locations, salary ranges, work arrangements, and full descriptions. No API key required. --- ### ๐ŸŒ Markets covered | Country | Code | Active listings | |---------|------|----------------| | Singapore | `SG` | ~65,000+ | | Malaysia | `MY` | ~35,000+ | | Philippines | `PH` | ~45,000+ | | Indonesia | `ID` | ~10,000+ | --- ### โœจ Features - **Keyword + location search** โ€” find jobs by role, skill, or discipline combined with any city or region - **Work type filter** โ€” Full time, Part time, Contract/Temp, Casual/Vacation - **Date filter** โ€” restrict results to listings posted within 1, 7, 30, or any number of days - **Full job descriptions** โ€” optional fetch of complete HTML descriptions (plain text + Markdown also provided) - **Structured salary data** โ€” parsed min/max amount, currency, and period from salary labels - **Job categories** โ€” filter by SEEK classification ID for precise industry targeting - **Deduplication** โ€” 90-day repost cache per country; set `skipReposts: true` to receive only new listings on repeat runs - **Direct URL mode** โ€” provide specific JobStreet job page URLs to fetch those listings directly - **Self-healing** โ€” automatic failure detection and health signal written after every run - **Max results cap** โ€” precise spend control; only successfully retrieved listings are charged --- ### ๐Ÿ“ฅ Input parameters | Parameter | Type | Description | |-----------|------|-------------| | `country` | string | Market: `SG`, `MY`, `PH`, `ID` (default: `SG`) | | `searchQuery` | string | Keywords, job title, or skill | | `location` | string | City or region (e.g. `Singapore`, `Kuala Lumpur`) | | `workType` | string | `Full time`, `Part time`, `Contract/Temp`, `Casual/Vacation` | | `classificationId` | integer | SEEK category ID for industry filtering | | `daysOld` | integer | Only return listings posted within N days | | `maxResults` | integer | Maximum listings to retrieve (default: 200) | | `fetchDetails` | boolean | Fetch full HTML description (default: false) | | `skipReposts` | boolean | Skip listings seen in previous runs (default: false) | | `startUrls` | array | Direct job page URLs to fetch instead of searching | #### Example input ```json { "country": "SG", "searchQuery": "software engineer", "location": "Singapore", "workType": "Full time", "daysOld": 7, "maxResults": 500, "fetchDetails": true, "skipReposts": false } ```` *** ### ๐Ÿ“ค Output schema Each result contains the following fields: | Field | Type | Description | |-------|------|-------------| | `id` | string | Unique listing ID | | `url` | string | Direct link to the job listing | | `title` | string | Job title | | `company` | string | Employer name | | `companyUrl` | string | Company profile page | | `location` | string | Location label | | `country` | string | ISO country code (SG / MY / PH / ID) | | `workTypes` | array | Employment type(s) | | `workArrangement` | string | On-site / Hybrid / Remote | | `salaryLabel` | string | Salary as displayed on the platform | | `salaryMin` | number | Parsed minimum salary | | `salaryMax` | number | Parsed maximum salary | | `salaryCurrency` | string | Currency code (SGD, MYR, PHP, IDR) | | `salaryPeriod` | string | HOUR / MONTH / YEAR | | `classifications` | array | Job categories (e.g. `ICT โ€บ Developers/Programmers`) | | `teaser` | string | Short listing summary | | `bulletPoints` | array | Highlighted selling points (sponsored listings only) | | `isFeatured` | boolean | Sponsored/featured listing flag | | `isExpired` | boolean | Whether the listing has expired | | `publishDateISO` | string | Listing date (ISO 8601) | | `descriptionHtml` | string | Full HTML description (`fetchDetails: true`) | | `descriptionText` | string | Plain text description (`fetchDetails: true`) | | `descriptionMarkdown` | string | Markdown description (`fetchDetails: true`) | | `isRepost` | boolean | Seen in a previous run | | `source` | string | Source domain | | `scrapedAt` | string | Scrape timestamp (ISO 8601) | | `contentHash` | string | 16-char change-detection fingerprint | #### Example output record ```json { "id": "91694036", "url": "https://sg.jobstreet.com/job/91694036", "title": "Software Engineer", "company": "Acme Technologies Pte Ltd", "location": "Singapore", "country": "SG", "workTypes": ["Full time"], "workArrangement": "Hybrid", "salaryLabel": "$5,500 โ€“ $8,000 per month", "salaryMin": 5500, "salaryMax": 8000, "salaryCurrency": "SGD", "salaryPeriod": "MONTH", "classifications": ["Information & Communication Technology โ€บ Developers/Programmers"], "teaser": "Join our growing engineering team...", "isFeatured": false, "isExpired": false, "publishDateISO": "2026-04-22T08:14:00Z", "descriptionHtml": null, "descriptionText": null, "descriptionMarkdown": null, "isRepost": false, "source": "sg.jobstreet.com", "scrapedAt": "2026-04-23T10:00:00.000Z", "contentHash": "a3f1c8d92e047b51" } ``` *** ### ๐Ÿ’ฐ Pricing **$0.99 per 1,000 results** โ€” you only pay for successfully retrieved listings. Failed retries and filtered reposts are never charged. | Results | Cost | |---------|------| | 100 | ~$0.10 | | 1,000 | ~$0.99 | | 10,000 | ~$9.90 | | 100,000 | ~$99.00 | > Flat-rate alternatives typically charge $29โ€“$49/month regardless of usage. Use the **Max results** cap in the input to control your spend exactly. *** ### โš ๏ธ Known limitations - **`applyUrl` not available** โ€” JobStreet does not expose direct application URLs; the listing URL is the entry point. - **Salary is often null** โ€” many listings in PH and ID do not display salary information; `salaryMin` / `salaryMax` will be null for those. - **`bulletPoints` sparse** โ€” only sponsored/premium listings include highlight bullet points. - **`workArrangement`** โ€” not available when using `startUrls` mode (list-page only field). - **HK / TH not supported** โ€” those markets use a different platform architecture and are not covered by this actor. - **Max 10,000 results per search** โ€” the platform caps paginated results at 100 pages ร— 100 items. Use multiple targeted keyword+location runs for larger extractions. *** ### Technical details - **Source:** jobstreet.com โ€” Southeast Asia's leading job platform - **Memory:** 256 MB - **Repost storage:** KeyValueStore `jobstreet-{country}-job-dedup`, 90-day TTL per market - **Retry:** Automatic retry on network errors, exponential backoff, 3 attempts per request *** ### Additional services Need a custom actor, additional filters, scheduled runs, or integration support? Send an email to โ€” we build on request. *** *Built by [unfenced-group](https://apify.com/unfenced-group) ยท Issues? Open a ticket or send a message.* # Actor input Schema ## `country` (type: `string`): Target market. Supported: SG (Singapore), MY (Malaysia), PH (Philippines), ID (Indonesia). ## `searchQuery` (type: `string`): Job title, skill, or keyword to search for. Leave empty to fetch all recent listings. ## `location` (type: `string`): City or region name, e.g. 'Singapore', 'Kuala Lumpur', 'Manila'. Leave empty for all locations. ## `workType` (type: `string`): Filter by employment type. ## `classificationId` (type: `integer`): Optional SEEK classification ID to filter by job category (e.g. 1209 for ICT). Leave blank for all categories. ## `daysOld` (type: `integer`): Only return listings posted within this many days. Leave blank for no date filter. ## `maxResults` (type: `integer`): Maximum number of listings to return. Default 200. ## `fetchDetails` (type: `boolean`): When enabled, fetches the complete HTML job description for each listing. Slower but richer data. ## `skipReposts` (type: `boolean`): Skip listings already seen in previous runs (based on 90-day deduplication cache). ## `startUrls` (type: `array`): Optional: provide specific JobStreet job page URLs to fetch directly instead of searching. ## Actor input object example ```json { "country": "SG", "searchQuery": "", "location": "", "workType": "", "maxResults": 5, "fetchDetails": false, "skipReposts": false } ``` # Actor output Schema ## `OUTPUT` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = {}; // Run the Actor and wait for it to finish const run = await client.actor("unfenced-group/jobstreet-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = {} # Run the Actor and wait for it to finish run = client.actor("unfenced-group/jobstreet-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{}' | apify call unfenced-group/jobstreet-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=unfenced-group/jobstreet-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "JobStreet.com Scraper", "description": "Extract job listings from JobStreet across Singapore, Malaysia, Philippines and Indonesia. Keyword search, work type filter, structured salary fields, full descriptions. 150K+ active listings. No API key required.", "version": "0.0", "x-build-id": "JiAY9pLsGZLBNdOX2" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/unfenced-group~jobstreet-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-unfenced-group-jobstreet-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/unfenced-group~jobstreet-scraper/runs": { "post": { "operationId": "runs-sync-unfenced-group-jobstreet-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/unfenced-group~jobstreet-scraper/run-sync": { "post": { "operationId": "run-sync-unfenced-group-jobstreet-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "country": { "title": "Country", "enum": [ "SG", "MY", "PH", "ID" ], "type": "string", "description": "Target market. Supported: SG (Singapore), MY (Malaysia), PH (Philippines), ID (Indonesia).", "default": "SG" }, "searchQuery": { "title": "Search query (keywords)", "type": "string", "description": "Job title, skill, or keyword to search for. Leave empty to fetch all recent listings.", "default": "" }, "location": { "title": "Location", "type": "string", "description": "City or region name, e.g. 'Singapore', 'Kuala Lumpur', 'Manila'. Leave empty for all locations.", "default": "" }, "workType": { "title": "Work type", "enum": [ "", "Full time", "Part time", "Contract/Temp", "Casual/Vacation" ], "type": "string", "description": "Filter by employment type.", "default": "" }, "classificationId": { "title": "Category ID", "type": "integer", "description": "Optional SEEK classification ID to filter by job category (e.g. 1209 for ICT). Leave blank for all categories." }, "daysOld": { "title": "Posted within (days)", "type": "integer", "description": "Only return listings posted within this many days. Leave blank for no date filter." }, "maxResults": { "title": "Max results", "type": "integer", "description": "Maximum number of listings to return. Default 200.", "default": 5 }, "fetchDetails": { "title": "Fetch full description", "type": "boolean", "description": "When enabled, fetches the complete HTML job description for each listing. Slower but richer data.", "default": false }, "skipReposts": { "title": "Skip reposts", "type": "boolean", "description": "Skip listings already seen in previous runs (based on 90-day deduplication cache).", "default": false }, "startUrls": { "title": "Start URLs", "type": "array", "description": "Optional: provide specific JobStreet job page URLs to fetch directly instead of searching.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } } } }, "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 } } }, "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 } } } } } } } } } } ```