# Ashby Jobs Scraper (`oguzcankaraman/ashby-jobs-scraper`) Actor Extract every job posting from any company's Ashby job board (jobs.ashbyhq.com). Clean normalized output with full descriptions, compensation ranges, locations, and apply URLs. Multiple companies per run. - **URL**: https://apify.com/oguzcankaraman/ashby-jobs-scraper.md - **Developed by:** [Oğuzcan Karaman](https://apify.com/oguzcankaraman) (community) - **Categories:** Jobs, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 1 bookmarks - **User rating**: No ratings yet ## Pricing from $2.00 / 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 web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows. 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. - **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use). - **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`. - **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`. - **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`. - **Any other language** — 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 Extract **every job posting from any company that hires through Ashby** — in a single fast request per company, with clean, normalized, analysis-ready output. No API keys, no setup: paste a company's job-board URL (like `jobs.ashbyhq.com/openai`) or its board name and run. Ashby is the ATS of choice for today's fastest-growing companies — OpenAI, Anthropic, Ramp, Linear, and thousands more publish their jobs on Ashby job boards. This Actor turns them into structured data using the same public endpoint the boards themselves use — including **structured compensation ranges** when the employer displays them. ### What you get Every job is returned in a **normalized schema** shared by all my ATS scrapers (Greenhouse, Lever, SmartRecruiters, Workable, BambooHR, Recruitee, …), so you can combine sources without any mapping work: - ✅ **Full job description** (plain text *and* HTML) — no extra detail requests needed, so runs are very fast - ✅ **Compensation data** — Ashby's native salary summaries ("$185K – $325K") parsed into structured min/max/currency - ✅ **Structured location** — city, region, country, and a reliable `remote` flag - ✅ Department, team, employment type, published date - ✅ Direct **posting URL and apply URL** - ✅ **Multiple companies in one run**, automatic deduplication ### Use cases - **Job boards & aggregators** — Ashby hosts the hottest AI and startup hiring - **Recruiting & talent intelligence** — track who is hiring, where, and for what - **Sales lead generation** — companies hiring for role X are buying tools for X - **Salary benchmarking** — structured compensation ranges straight from the source - **AI agents & LLM pipelines** — clean JSON for RAG or agent tools ### Input ```json { "companies": ["https://jobs.ashbyhq.com/openai", "ramp"], "keyword": "engineer", "location": "remote", "postedAfter": "2026-06-01", "maxJobsPerCompany": 500 } ``` ### Output example ```json { "id": "4f31b26a-…", "source": "ashby", "title": "Forward Deployed Software Engineer", "company": { "identifier": "openai", "name": null }, "location": { "city": "San Francisco", "region": "California", "country": "United States", "remote": true, "raw": "San Francisco" }, "department": "Model Deployment for Business", "employmentType": "Full-time", "salary": { "min": 185000, "max": 325000, "currency": "USD", "period": null, "raw": "$185K - $325K" }, "postedAt": "2025-11-15T01:25:39.198Z", "postingUrl": "https://jobs.ashbyhq.com/openai/4f31b26a-…", "applyUrl": "https://jobs.ashbyhq.com/openai/4f31b26a-…/application", "descriptionText": "About the team …", "descriptionHtml": "

About the team

…", "scrapedAt": "2026-07-04T12:00:00.000Z" } ``` ### Pricing Pay-per-event: a small fee per Actor start plus a per-job fee. You only pay for the jobs you actually get. A typical single-company run costs a few cents. ### FAQ **How do I find a company's board name?** Open the company's careers page and look for links to `jobs.ashbyhq.com/{board}` — the last path segment is the board name (spaces allowed, e.g. `Sierra Space`). You can also just paste the URL. **Is this legal?** The Actor only reads the public, unauthenticated posting API that Ashby provides exactly for publishing these postings. No login, no personal data. **A company returns "not found".** The company either uses a different ATS or a custom board name. Check the careers page URL, or try my other ATS scrapers — the output schema is identical. # Actor input Schema ## `companies` (type: `array`): Ashby job-board names (e.g. openai) or job-board URLs (e.g. https://jobs.ashbyhq.com/openai). One entry per company. ## `keyword` (type: `string`): Optional case-insensitive filter on the job title and description, e.g. engineer. ## `location` (type: `string`): Optional case-insensitive filter matched against all posting locations, e.g. San Francisco, remote. ## `postedAfter` (type: `string`): Only include jobs published on or after this date (YYYY-MM-DD). ## `maxJobsPerCompany` (type: `integer`): Stop after this many jobs per company. Use 0 for unlimited. ## Actor input object example ```json { "companies": [ "openai" ], "maxJobsPerCompany": 0 } ``` # Actor output Schema ## `jobs` (type: `string`): All scraped job postings in the normalized schema: title, company, location, department, employment type, parsed salary, posting/apply URLs, and full description. ## `jobsCsv` (type: `string`): The same dataset as CSV, ready for Excel or Google Sheets. ## `run` (type: `string`): Public link to this run with logs and statistics. # 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 = { "companies": [ "openai" ] }; // Run the Actor and wait for it to finish const run = await client.actor("oguzcankaraman/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 = { "companies": ["openai"] } # Run the Actor and wait for it to finish run = client.actor("oguzcankaraman/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 '{ "companies": [ "openai" ] }' | apify call oguzcankaraman/ashby-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=oguzcankaraman/ashby-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/u1QQqqvftZqNnvDxd/builds/oRYRu1aJ6mAKGBdm4/openapi.json