# PowerToFly Jobs Scraper (`crawlerbros/powertofly-jobs-scraper`) Actor Scrape diversity-focused tech job listings from PowerToFly - search by keyword, filter by employment type, remote status, and experience level. Returns job title, company details, location, required skills, and salary information. - **URL**: https://apify.com/crawlerbros/powertofly-jobs-scraper.md - **Developed by:** [Crawler Bros](https://apify.com/crawlerbros) (community) - **Categories:** Jobs, Automation, Agents - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $3.00 / 1,000 results This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. 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 ## PowerToFly Jobs Scraper Extract diversity-focused tech job listings from [PowerToFly](https://powertofly.com) — a platform connecting companies with underrepresented talent in tech. Browse thousands of jobs with detailed company, skills, and location data. ### Features - **Keyword search** — search by job title, technology, or company - **9,000+ live jobs** — across tech, finance, healthcare, and more - **Detailed skill requirements** — required and bonus skills per role - **Company profiles** — company name, logo, and listing count - **No authentication required** — uses the public PowerToFly API ### Input | Field | Type | Description | Default | |-------|------|-------------|---------| | `searchQuery` | String | Job title, skill, or keyword | `software engineer` | | `maxItems` | Integer | Max job listings to return (1–1000) | `50` | #### Example Input ```json { "searchQuery": "data engineer", "maxItems": 100 } ```` ### Output | Field | Type | Description | |-------|------|-------------| | `jobId` | String | Unique PowerToFly job ID | | `title` | String | Job title | | `headline` | String | Short job description headline | | `employmentType` | String | Employment type | | `city` | String | City | | `state` | String | State/province | | `country` | String | Country | | `companyName` | String | Hiring company name | | `companySlug` | String | Company URL slug | | `companyLogo` | String | Company logo URL | | `requiredSkills` | Array | Required skills for the role | | `bonusSkills` | Array | Nice-to-have skills | | `experienceLevels` | Array | Experience levels (e.g. Senior, Mid-Level) | | `secondaryLocations` | Array | Additional office locations | | `expireOn` | String | Job listing expiry date | | `published` | String | Publication date | | `applicationUrl` | String | Direct application link | | `sourceUrl` | String | Job listing URL | | `recordType` | String | Always `"job"` | | `scrapedAt` | String | ISO timestamp | #### Example Output ```json { "jobId": "2460275", "title": "Senior Data Engineer", "city": "New York", "country": "US", "companyName": "Goldman Sachs", "requiredSkills": ["Python", "Spark", "SQL", "Airflow"], "bonusSkills": ["Kafka", "dbt"], "experienceLevels": ["Senior"], "applicationUrl": "https://powertofly.com/jobs/2460275", "recordType": "job", "scrapedAt": "2026-06-04T12:00:00+00:00" } ``` ### FAQ **Does this require an account or API key?** No. PowerToFly's job listing API is publicly accessible. **What types of roles are listed?** Primarily tech and tech-adjacent roles: software engineering, data science, product management, design, marketing, and more. **What companies post on PowerToFly?** Fortune 500s and fast-growing startups committed to diversity hiring, including companies like Goldman Sachs, Salesforce, Comcast, and hundreds more. **Can I filter by remote?** Use `searchQuery` with "remote" to find remote positions. **How fresh is the data?** Jobs are fetched live each run. PowerToFly updates listings daily. # Actor input Schema ## `searchQuery` (type: `string`): Job title, skill, or keyword to search for. ## `maxItems` (type: `integer`): Maximum number of job listings to return. ## Actor input object example ```json { "searchQuery": "software engineer", "maxItems": 50 } ``` # Actor output Schema ## `jobs` (type: `string`): Dataset containing all scraped PowerToFly job listings. # 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 = { "searchQuery": "software engineer", "maxItems": 50 }; // Run the Actor and wait for it to finish const run = await client.actor("crawlerbros/powertofly-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 = { "searchQuery": "software engineer", "maxItems": 50, } # Run the Actor and wait for it to finish run = client.actor("crawlerbros/powertofly-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 '{ "searchQuery": "software engineer", "maxItems": 50 }' | apify call crawlerbros/powertofly-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=crawlerbros/powertofly-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "PowerToFly Jobs Scraper", "description": "Scrape diversity-focused tech job listings from PowerToFly - search by keyword, filter by employment type, remote status, and experience level. Returns job title, company details, location, required skills, and salary information.", "version": "0.1", "x-build-id": "3AWH9Q3IVmD4Gco16" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/crawlerbros~powertofly-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-crawlerbros-powertofly-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/crawlerbros~powertofly-jobs-scraper/runs": { "post": { "operationId": "runs-sync-crawlerbros-powertofly-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/crawlerbros~powertofly-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-crawlerbros-powertofly-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "searchQuery": { "title": "Search keyword", "type": "string", "description": "Job title, skill, or keyword to search for.", "default": "software engineer" }, "maxItems": { "title": "Max results", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Maximum number of job listings to return.", "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 } } } } } } } } } } ```