# Ashby Jobs Scraper - ATS Job Board Data (`benthepythondev/ashby-jobs-scraper`) Actor Scrape public Ashby job boards: job title, company board, department, team, remote flag, employment type, compensation, apply URL and description. - **URL**: https://apify.com/benthepythondev/ashby-jobs-scraper.md - **Developed by:** [ben](https://apify.com/benthepythondev) (community) - **Categories:** Jobs, Business, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $3.00 / 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 ## 💼 Ashby Jobs Scraper - ATS Job Board Data Scrape public job listings from **Ashby-hosted career pages** in one run. Get job titles, hiring board, department, team, employment type, remote flag, location, compensation metadata, apply URL and cleaned descriptions from Ashby's public job-board API. Export to JSON/CSV/Excel, run on a schedule, call via API, or connect to Make, Zapier or n8n. ### 🔎 What is the Ashby Jobs Scraper? Ashby is a modern applicant tracking system used by startups, scaleups and technology companies to publish open roles. Each company gets a hosted board at `jobs.ashbyhq.com/`, and this actor turns those boards into clean structured data without needing a browser, login or API key. Use it when you want a repeatable feed of hiring activity from Ashby companies: recruiter lead generation, startup hiring research, job-market monitoring, sales triggers, enrichment workflows or internal talent intelligence. #### What data does it extract? - **Job title** - the public role title from the Ashby board. - **Company board** - the Ashby board slug searched, useful for routing and deduplication. - **Department and team** - when Ashby exposes organization structure for the role. - **Employment type** - full-time, part-time, contract or other labels where available. - **Location and remote flag** - location name plus whether the role is remote. - **Compensation** - public compensation summary or tier data when the employer exposes it. - **Job and apply URLs** - direct listing URL plus application URL. - **Description** - cleaned text from Ashby's HTML description, optional to reduce output size. - **Source metadata** - stable job ID, board name and source marker. ### ⬇️ Input | Field | Type | Description | | --- | --- | --- | | `boards` | array | Ashby board slugs or full `jobs.ashbyhq.com/` URLs. | | `keyword` | string | Optional keyword filter matched against title, team, department, location and description. | | `includeDescriptions` | boolean | Include cleaned job descriptions in the dataset. | | `maxResults` | integer | Maximum jobs to return across all boards. | #### Example input ```json { "boards": ["ashby", "mercury", "ramp"], "keyword": "engineer", "includeDescriptions": true, "maxResults": 100 } ```` You can also paste full board URLs: ```json { "boards": ["https://jobs.ashbyhq.com/ashby"], "maxResults": 25 } ``` ### ⬆️ Output Each pushed item is one Ashby job. ```json { "id": "7458d4e9-da2e-47bd-98cb-adfda43d42b2", "title": "Engineering Manager, EU", "company": "ashby", "board": "ashby", "department": "Engineering", "team": "EMEA Engineering", "employment_type": "FullTime", "location": null, "is_remote": true, "published_date": null, "job_url": "https://jobs.ashbyhq.com/ashby/7458d4e9-da2e-47bd-98cb-adfda43d42b2", "apply_url": "https://jobs.ashbyhq.com/ashby/7458d4e9-da2e-47bd-98cb-adfda43d42b2/application", "compensation": null, "description": "About this role...", "description_short": "About this role...", "source": "ashby" } ``` ### 💡 Use cases - **Recruiting intelligence** - monitor which Ashby companies are hiring for engineering, sales, product or operations roles. - **Sales triggers** - find fast-growing companies hiring for specific teams and route them into a CRM. - **Job-board aggregation** - build a clean feed from many Ashby-hosted boards. - **Market research** - track hiring demand by function, location, remote status and employer. - **Talent sourcing** - identify companies with open roles that match a candidate profile. - **Workflow automation** - schedule daily runs and send new jobs to Airtable, Google Sheets, Make, Zapier or n8n. ### 🧭 How to use the data Ashby boards are especially useful when you care about **company-level hiring signals** rather than only a generic job-search page. Add the boards you want to monitor, run the actor daily, and use `id` or `job_url` as your deduplication key. New rows can trigger recruiting alerts, sales outreach, investor monitoring, labor-market dashboards or enrichment workflows. For broad market coverage, combine this actor with other ATS scrapers such as Greenhouse, Lever, Workday, Workable and SmartRecruiters. For account-based workflows, keep a curated list of board slugs for companies you sell to or track. That gives you a clean hiring-change feed without maintaining custom parsers for every employer website. The actor intentionally keeps the default run small enough for quick tests, but you can increase `maxResults` for larger board lists. If you do not need long descriptions, disable `includeDescriptions` to reduce dataset size and make downstream automation faster. ### ❓ FAQ **Does this require an Ashby account?** No. It reads public job-board data only. **Does it use a browser?** No. The actor calls Ashby's public job-board JSON endpoint directly, which is faster and more reliable than browser automation. **Can I scrape multiple companies at once?** Yes. Add multiple board slugs or URLs in `boards`; the actor deduplicates jobs across the run. **How do I find the board slug?** Open the public Ashby careers page. In `https://jobs.ashbyhq.com/ashby`, the board slug is `ashby`. **Can I filter by keyword?** Yes. The optional `keyword` field checks title, department, team, location and description. **Does it include compensation?** When the employer exposes compensation through Ashby, the actor includes a readable compensation summary. **Why are some locations empty?** Some Ashby employers mark a role as remote or global without a single location name. The `is_remote` field still captures the remote signal. **Is this suitable for lead generation?** Yes. Ashby boards are often used by growing companies, and hiring activity is a strong sales trigger for recruiters, SaaS vendors and B2B data teams. **Is it legal to scrape Ashby jobs?** The actor collects publicly available job listings. You are responsible for using the output lawfully and respecting applicable privacy, employment, anti-spam and platform rules. **How should I avoid duplicates?** Use `id` or `job_url` as the stable key in your database or CRM. ### 🔗 You might also like - [Greenhouse Jobs Scraper](https://apify.com/benthepythondev/greenhouse-jobs-scraper) - [Lever Jobs Scraper](https://apify.com/benthepythondev/lever-jobs-scraper) - [Workday Jobs Scraper](https://apify.com/benthepythondev/workday-jobs-scraper) - [Workable Jobs Scraper](https://apify.com/benthepythondev/workable-jobs-scraper) - [SmartRecruiters Jobs Scraper](https://apify.com/benthepythondev/smartrecruiters-jobs-scraper) - [StepStone Scraper](https://apify.com/benthepythondev/stepstone-scraper) **Keywords:** Ashby scraper, Ashby jobs scraper, Ashby API, scrape Ashby jobs, Ashby job board API, ATS jobs scraper, job board scraper, recruitment leads, hiring intelligence, startup jobs data, remote jobs scraper, company hiring data, job postings API, recruiting automation, Apify jobs scraper. # Actor input Schema ## `boards` (type: `array`): Ashby job-board slugs or full jobs.ashbyhq.com URLs, for example ashby, mercury or ramp. ## `keyword` (type: `string`): Optional case-insensitive keyword filter matched against title, department, team, location and description. ## `includeDescriptions` (type: `boolean`): Include cleaned job descriptions in the output. ## `maxResults` (type: `integer`): Maximum jobs to return across all boards. ## Actor input object example ```json { "boards": [ "ashby", "mercury", "ramp" ], "keyword": "engineer", "includeDescriptions": true, "maxResults": 10 } ``` # 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 = { "boards": [ "ashby", "mercury", "ramp" ], "keyword": "engineer", "maxResults": 10 }; // Run the Actor and wait for it to finish const run = await client.actor("benthepythondev/ashby-jobs-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 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); }); // 📚 Want to learn more 📖? Go to → 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 = { "boards": [ "ashby", "mercury", "ramp", ], "keyword": "engineer", "maxResults": 10, } # Run the Actor and wait for it to finish run = client.actor("benthepythondev/ashby-jobs-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "boards": [ "ashby", "mercury", "ramp" ], "keyword": "engineer", "maxResults": 10 }' | apify call benthepythondev/ashby-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=benthepythondev/ashby-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Ashby Jobs Scraper - ATS Job Board Data", "description": "Scrape public Ashby job boards: job title, company board, department, team, remote flag, employment type, compensation, apply URL and description.", "version": "1.0", "x-build-id": "LxGYcCKK0hhZlNQfG" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/benthepythondev~ashby-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-benthepythondev-ashby-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/benthepythondev~ashby-jobs-scraper/runs": { "post": { "operationId": "runs-sync-benthepythondev-ashby-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/benthepythondev~ashby-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-benthepythondev-ashby-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "boards": { "title": "Ashby boards", "type": "array", "description": "Ashby job-board slugs or full jobs.ashbyhq.com URLs, for example ashby, mercury or ramp.", "default": [ "ashby", "mercury", "ramp" ], "items": { "type": "string" } }, "keyword": { "title": "Keyword filter", "type": "string", "description": "Optional case-insensitive keyword filter matched against title, department, team, location and description." }, "includeDescriptions": { "title": "Include descriptions", "type": "boolean", "description": "Include cleaned job descriptions in the output.", "default": true }, "maxResults": { "title": "Max results", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Maximum jobs to return across all boards.", "default": 50 } } }, "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 } } } } } } } } } } ```