# Ashby Jobs Scraper (`careybrown/ashby-jobs-scraper`) Actor Scrape public Ashby company job boards and return normalized hiring-signal records with role family, seniority, remote signal, source health, and run summary. - **URL**: https://apify.com/careybrown/ashby-jobs-scraper.md - **Developed by:** [Carey Brown](https://apify.com/careybrown) (community) - **Categories:** Jobs, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing $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 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 Listings Scraper Ashby Job Listings Scraper collects public job listings from Ashby-hosted company job boards and turns them into normalized hiring-signal records. Use it to monitor target companies, compare open roles, spot department-level hiring activity, build sales-trigger lists, support recruiting intelligence, or feed market-research dashboards without manually checking each company career page. The current public version supports Ashby public job boards only. It does not scrape LinkedIn, Indeed, Upwork, candidate profiles, emails, phone numbers, outreach systems, or CRM records. ### What It Returns Each job result includes: - `companyName` - `provider` - `boardToken` - `jobId` - `jobTitle` - `location` - `department` - `absoluteUrl` - `updatedAt` - `roleFamily` - `seniority` - `remoteSignal` - `hiringIntentScore` - `sourceUrl` - `sourceHealth` The Actor also writes a `RUN_SUMMARY` record with fetched and returned counts plus source-health details for each company board. ### Input Provide one or more Ashby company board tokens. ```json { "companies": [ { "name": "Ramp", "provider": "ashby", "boardToken": "ramp" }, { "name": "Cursor", "provider": "ashby", "boardToken": "cursor" } ], "maxJobsPerCompany": 25, "includeDescriptions": false, "includeRawRecord": false } ```` `boardToken` is the public Ashby board slug used in URLs such as: ```text https://api.ashbyhq.com/posting-api/job-board/ramp ``` ### Best-Fit Use Cases - Sales teams watching account hiring activity - Recruiting intelligence teams monitoring target companies - Agencies building company hiring dashboards - Market researchers tracking role mix and expansion signals - RevOps and data teams creating repeatable company-job feeds ### Filters Use keyword filters to narrow returned jobs: - `roleKeywords` - `locationKeywords` - `maxJobsPerCompany` - `includeDescriptions` - `includeRawRecord` ### Claim Boundaries This Actor: - Scrapes public Ashby-hosted company job boards. - Returns normalized company job listing records. - Includes deterministic role family, seniority, remote signal, hiring intent score, source URL, and source health. - Supports company board token inputs. - Supports role and location keyword filters. - Supports capped results per company board. This Actor does not: - Support all ATS providers. - Scrape LinkedIn, Indeed, Upwork, or non-Ashby job boards. - Provide complete company hiring coverage. - Verify buyer intent. - Enrich employee, candidate, email, phone, or contact data. - Send outreach or sync records to a CRM. - Provide legal, HR, recruiting, or compliance advice. - Guarantee revenue, hiring accuracy, or lead quality. ### Local Development ```bash python3 scripts/run_actor_local.py --input examples/input_default.json --storage-dir .local-storage ``` This writes Apify-style local storage under `.local-storage/datasets/default` and `.local-storage/key_value_stores/default`. # Actor input Schema ## `companies` (type: `array`): Public Ashby company job boards to scrape. Use the board token from jobs.ashbyhq.com/ or the public Ashby posting API. ## `roleKeywords` (type: `array`): Optional title, department, or description keyword filters. ## `locationKeywords` (type: `array`): Optional location keyword filters, such as remote, New York, London, or San Francisco. ## `maxJobsPerCompany` (type: `integer`): Maximum normalized jobs to return for each company board. ## `includeDescriptions` (type: `boolean`): Include plain-text job descriptions from the public Ashby response. ## `includeRawRecord` (type: `boolean`): Include the original source job object on each output record. ## Actor input object example ```json { "companies": [ { "name": "Ramp", "provider": "ashby", "boardToken": "ramp" }, { "name": "Cursor", "provider": "ashby", "boardToken": "cursor" }, { "name": "Notion", "provider": "ashby", "boardToken": "notion" } ], "maxJobsPerCompany": 100, "includeDescriptions": false, "includeRawRecord": false } ``` # Actor output Schema ## `results` (type: `string`): Normalized Ashby job listings written to the default dataset. ## `runSummary` (type: `string`): Source health, fetched counts, returned counts, and aggregate run details. # 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("careybrown/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 = {} # Run the Actor and wait for it to finish run = client.actor("careybrown/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 '{}' | apify call careybrown/ashby-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=careybrown/ashby-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Ashby Jobs Scraper", "description": "Scrape public Ashby company job boards and return normalized hiring-signal records with role family, seniority, remote signal, source health, and run summary.", "version": "0.1", "x-build-id": "byDEBB1bXlKwGBUW4" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/careybrown~ashby-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-careybrown-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/careybrown~ashby-jobs-scraper/runs": { "post": { "operationId": "runs-sync-careybrown-ashby-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/careybrown~ashby-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-careybrown-ashby-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "companies": { "title": "Companies", "type": "array", "description": "Public Ashby company job boards to scrape. Use the board token from jobs.ashbyhq.com/ or the public Ashby posting API.", "items": { "type": "object", "required": [ "name", "provider", "boardToken" ], "properties": { "name": { "title": "Company Name", "description": "Readable company name to include in output records.", "type": "string" }, "provider": { "title": "Provider", "description": "Job-board provider. MVP supports Ashby only.", "type": "string", "enum": [ "ashby" ] }, "boardToken": { "title": "Board Token", "description": "Ashby board token used in the public postings API URL.", "type": "string" } } }, "default": [ { "name": "Ramp", "provider": "ashby", "boardToken": "ramp" }, { "name": "Cursor", "provider": "ashby", "boardToken": "cursor" }, { "name": "Notion", "provider": "ashby", "boardToken": "notion" } ] }, "roleKeywords": { "title": "Role Keywords", "type": "array", "description": "Optional title, department, or description keyword filters.", "items": { "type": "string" } }, "locationKeywords": { "title": "Location Keywords", "type": "array", "description": "Optional location keyword filters, such as remote, New York, London, or San Francisco.", "items": { "type": "string" } }, "maxJobsPerCompany": { "title": "Maximum Jobs Per Company", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Maximum normalized jobs to return for each company board.", "default": 100 }, "includeDescriptions": { "title": "Include Descriptions", "type": "boolean", "description": "Include plain-text job descriptions from the public Ashby response.", "default": false }, "includeRawRecord": { "title": "Include Raw Record", "type": "boolean", "description": "Include the original source job object on each output record.", "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 } } } } } } } } } } ```