# PowerToFly Jobs Scraper (`crawlergang/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/crawlergang/powertofly-jobs-scraper.md
- **Developed by:** [Crawler Gang](https://apify.com/crawlergang) (community)
- **Categories:** Jobs, Automation, Agents
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 11 bookmarks
- **User rating**: 5.00 out of 5 stars

## 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 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

## 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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_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("crawlergang/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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchQuery": "software engineer",
    "maxItems": 50,
}

# Run the Actor and wait for it to finish
run = client.actor("crawlergang/powertofly-jobs-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).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 crawlergang/powertofly-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,crawlergang/powertofly-jobs-scraper"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/o4Yk8dbGL3XpxAJCj/builds/bbybLcshiS6hzYfrM/openapi.json