# Ashby Job Scraper - Extract Job Listings from Ashby ATS (`vnx0/ashby-jobs-scraper`) Actor Extract job listings from any company using Ashby ATS. Get titles, descriptions, departments, locations, salary ranges, equity, and application links from 3,000+ Ashby-powered career pages. Filter by department, employment type, workplace type, and remote status. Get started free. - **URL**: https://apify.com/vnx0/ashby-jobs-scraper.md - **Developed by:** [Vnx0](https://apify.com/vnx0) (community) - **Categories:** Jobs, Lead generation, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing $1.00 / 1,000 job scrapeds 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 Job Scraper Extract job listings from any company using Ashby ATS. Get titles, descriptions, departments, locations, salary ranges, equity, and application links from 3,000+ Ashby-powered career pages. ### What is Ashby? Ashby is a modern applicant tracking system (ATS) used by fast-growing companies like Notion, Ramp, Linear, PostHog, LangChain, and thousands more. This scraper lets you extract structured job data from any company's Ashby-powered career page. ### Features - **No authentication required** - Works with public career pages - **Rich job data** - Titles, departments, teams, locations, employment types, workplace types - **Compensation data** - Salary ranges, equity, bonuses (when available) - **Full descriptions** - HTML or plain text format - **Flexible filtering** - By department, employment type, workplace type, remote status - **Deduplication** - Skip duplicate jobs across companies - **Batch processing** - Scrape multiple companies in one run - **Fast & reliable** - All jobs returned in one request per company ### Input #### Required - **Company slugs** - List of Ashby career page identifiers (e.g., `ashby`, `notion`, `ramp`) - Find the slug in the career page URL: `jobs.ashbyhq.com/{SLUG}` - Minimum: 1 company, Maximum: 500 companies #### Filters - **Departments** - Only extract jobs from specific departments (e.g., `Engineering`, `Sales`) - **Employment types** - Filter by Full-time, Contract, Intern, or Temporary - **Workplace types** - Filter by Remote, On-site, or Hybrid - **Remote only** - Only extract remote positions #### Output Options - **Include salary data** - Fetch compensation information (default: enabled) - **Include job descriptions** - Include full descriptions (default: enabled) - **Description format** - Choose HTML or plain text (default: HTML) - **Max items per company** - Limit results per company (optional) - **Deduplicate results** - Skip duplicate jobs across companies (default: disabled) ### Output Each job listing includes: - Company slug - Job title - Department and team - Employment type (Full-time, Part-time, etc.) - Location and country - Remote status and workplace type - Salary range (min/max) and currency - Equity information - Published date - Job page and application URLs - Secondary locations - Full job description #### Example Output ```json { "companySlug": "ashby", "title": "Senior Backend Engineer", "department": "Engineering", "team": "Platform", "employmentType": "FullTime", "location": "San Francisco, CA", "isRemote": true, "workplaceType": "Remote", "country": "USA", "salaryMin": 190000, "salaryMax": 255000, "currency": "USD", "salarySummary": "$190K - $255K", "equitySummary": "Offers Equity", "publishedAt": "2025-11-14T00:46:58.989+00:00", "jobUrl": "https://jobs.ashbyhq.com/Ashby/145ff46b-...", "applyUrl": "https://jobs.ashbyhq.com/Ashby/145ff46b-.../application", "secondaryLocations": ["Miami, FL", "Remote (US)"], "description": "We're looking for..." } ```` ### Use Cases - **Job aggregation** - Build job boards with Ashby listings - **Market research** - Analyze hiring trends and compensation - **Recruitment** - Monitor competitor hiring and openings - **Career search** - Find remote jobs across multiple companies - **Data analysis** - Study employment patterns and salary ranges ### Verified Companies Works with 3,000+ Ashby-powered companies including: - Ashby (61 jobs) - Notion (156 jobs) - Ramp (130 jobs) - Linear (19 jobs) - LangChain (83 jobs) - Resend (7 jobs) - PostHog (12 jobs) ### Tips 1. **Finding company slugs** - Visit a company's career page and look for `jobs.ashbyhq.com/{SLUG}` in the URL 2. **Faster runs** - Disable descriptions if you only need metadata 3. **Salary data** - Not all companies publish compensation; fields will be null when unavailable 4. **Deduplication** - Useful when scraping related companies that may post the same roles 5. **Max items** - Use to sample jobs or reduce dataset size during testing ### Pricing This actor charges $1.00 per 1,000 jobs scraped. **Cost examples:** - 1 company (~30 jobs) ≈ $0.03 - 5 companies (~150 jobs) ≈ $0.15 - 20 companies (~600 jobs) ≈ $0.60 ### Support Need help? Contact us through the Apify platform or visit our documentation. # Actor input Schema ## `companySlugs` (type: `array`): Ashby career page slugs to scrape. This is the last part of the career page URL (e.g., 'ashby' from jobs.ashbyhq.com/Ashby). ## `departments` (type: `array`): Only extract jobs from these departments. Leave empty to include all. ## `employmentTypes` (type: `array`): Only extract jobs matching these employment types. ## `workplaceTypes` (type: `array`): Only extract jobs matching these workplace types. ## `remoteOnly` (type: `boolean`): Only extract jobs marked as remote. ## `includeCompensation` (type: `boolean`): Fetch salary ranges, equity, and bonus information when available. ## `includeDescription` (type: `boolean`): Include full job descriptions in the output. Disable for faster runs and smaller datasets. ## `descriptionFormat` (type: `string`): Format for job descriptions. ## `maxItems` (type: `integer`): Maximum number of jobs to extract per company. Leave empty for all jobs. ## `deduplicate` (type: `boolean`): Skip jobs with the same title and department if already scraped from another company in this run. ## Actor input object example ```json { "companySlugs": [ "ashby" ], "departments": [], "employmentTypes": [], "workplaceTypes": [], "remoteOnly": false, "includeCompensation": true, "includeDescription": true, "descriptionFormat": "html", "deduplicate": false } ``` # Actor output Schema ## `dataset` (type: `string`): Dataset containing all extracted job listings ## `runSummary` (type: `string`): Summary of the scraping run with totals 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 = { "companySlugs": [ "ashby" ] }; // Run the Actor and wait for it to finish const run = await client.actor("vnx0/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 = { "companySlugs": ["ashby"] } # Run the Actor and wait for it to finish run = client.actor("vnx0/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 '{ "companySlugs": [ "ashby" ] }' | apify call vnx0/ashby-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=vnx0/ashby-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Ashby Job Scraper - Extract Job Listings from Ashby ATS", "description": "Extract job listings from any company using Ashby ATS. Get titles, descriptions, departments, locations, salary ranges, equity, and application links from 3,000+ Ashby-powered career pages. Filter by department, employment type, workplace type, and remote status. Get started free.", "version": "0.0", "x-build-id": "AYxdAtnw93B8bQCTR" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/vnx0~ashby-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-vnx0-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/vnx0~ashby-jobs-scraper/runs": { "post": { "operationId": "runs-sync-vnx0-ashby-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/vnx0~ashby-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-vnx0-ashby-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "required": [ "companySlugs" ], "properties": { "companySlugs": { "title": "Company slugs", "minItems": 1, "maxItems": 500, "type": "array", "description": "Ashby career page slugs to scrape. This is the last part of the career page URL (e.g., 'ashby' from jobs.ashbyhq.com/Ashby).", "items": { "type": "string" } }, "departments": { "title": "Departments", "type": "array", "description": "Only extract jobs from these departments. Leave empty to include all.", "default": [], "items": { "type": "string" } }, "employmentTypes": { "title": "Employment types", "uniqueItems": true, "type": "array", "description": "Only extract jobs matching these employment types.", "items": { "type": "string", "enum": [ "FullTime", "Contract", "Intern", "Temporary" ], "enumTitles": [ "Full-time", "Contract", "Intern", "Temporary" ] }, "default": [] }, "workplaceTypes": { "title": "Workplace types", "uniqueItems": true, "type": "array", "description": "Only extract jobs matching these workplace types.", "items": { "type": "string", "enum": [ "Remote", "OnSite", "Hybrid" ], "enumTitles": [ "Remote", "On-site", "Hybrid" ] }, "default": [] }, "remoteOnly": { "title": "Remote only", "type": "boolean", "description": "Only extract jobs marked as remote.", "default": false }, "includeCompensation": { "title": "Include salary data", "type": "boolean", "description": "Fetch salary ranges, equity, and bonus information when available.", "default": true }, "includeDescription": { "title": "Include job descriptions", "type": "boolean", "description": "Include full job descriptions in the output. Disable for faster runs and smaller datasets.", "default": true }, "descriptionFormat": { "title": "Description format", "enum": [ "html", "plain" ], "type": "string", "description": "Format for job descriptions.", "default": "html" }, "maxItems": { "title": "Max items per company", "minimum": 1, "maximum": 10000, "type": "integer", "description": "Maximum number of jobs to extract per company. Leave empty for all jobs." }, "deduplicate": { "title": "Deduplicate results", "type": "boolean", "description": "Skip jobs with the same title and department if already scraped from another company in this run.", "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 } } }, "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 } } } } } } } } } } ```