# StepStone Jobs Scraper — Extract German/DACH Job Listings (`rigelbytes/stepstone-jobs-scraper`) Actor

Scrape thousands of job listings from StepStone (DE, AT, BE, NL) with salary, skills, remote status & more. From $1/1,000 listings. JSON, CSV, Excel export.

- **URL**: https://apify.com/rigelbytes/stepstone-jobs-scraper.md
- **Developed by:** [Rigel Bytes](https://apify.com/rigelbytes) (community)
- **Categories:** Jobs, MCP servers, Integrations
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.70 / 1,000 jobs

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
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/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.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/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

## StepStone Jobs Scraper

Extract thousands of job listings from StepStone (stepstone.de, stepstone.at, stepstone.be, stepstone.nl) to power market research, salary benchmarking, and automated job monitoring — starting at **$1 per 1,000 job listings** with Apify plan discounts.

---

### What can StepStone Jobs Scraper do for you?

- **Build a German/DACH job database** — Collect structured listings from StepStone's unified API across Germany, Austria, Belgium, and the Netherlands.
- **Salary & compensation analysis** — Extract salary ranges, currency, employment period, and salary type (gross/net) for market benchmarking.
- **Track remote & hybrid work trends** — Capture work-from-home labels (Remote possible, Partially remote, On-site) across thousands of listings.
- **Skills-based filtering** — Get normalized skill tags (Python, Django, SQL, etc.) from each job posting for talent demand analysis.
- **Automate job alert monitoring** — Schedule recurring crawls with Apify's scheduler to track new postings by keyword, location, and radius.
- **Multi-market coverage** — Search across four StepStone domains from a single input configuration.

---



### What data can you extract?


| Field                        | Description                                                      |
| ---------------------------- | ---------------------------------------------------------------- |
| 💼 **title**                 | Job title (e.g. "Python Entwickler (m/w/d)")                     |
| 🏢 **companyName**           | Employer name                                                    |
| 📍 **location**              | Job location (city, country)                                     |
| 📅 **datePosted**            | ISO 8601 posting timestamp                                       |
| 💰 **salaryMin / salaryMax** | Salary range (numeric, per period)                               |
| 💶 **salaryCurrency**        | Currency (EUR, etc.)                                             |
| 🏠 **workFromHomeLabel**     | Remote work label (Remote possible / Partially remote / On-site) |
| 🏷️ **labels**               | Employment type tags (Full-time, Permanent, etc.)                |
| 🛠️ **skills**               | Extracted skill tags (Python, SQL, Docker)                       |
| 🔗 **url**                   | Direct link to the job posting                                   |
| 📝 **textSnippet**           | Short description snippet                                        |
| ⭐ **isTopJob / isSponsored** | Promoted/featured job flags                                      |
| 🔍 **searchUrl / page**      | Which search query and page produced this result                 |


---



### Why use this scraper?

- **🔬 Market research** — Analyze hiring demand, salary ranges, and in-demand skills across German-speaking job markets.
- **📊 Salary benchmarking** — Compare compensation data (min/max/currency/period) for specific roles and locations.
- **🤖 Automated monitoring** — Schedule recurring crawls to track job posting trends, new vacancies, and employer activity.
- **📦 Structured data export** — Get clean JSON, CSV, or Excel output ready for analysis in Python, R, Tableau, or Google Sheets.

---



### Pricing

- **$1.00 per 1,000 job listings** (dataset items)
- Apify plan discounts apply: **Bronze $0.90**, **Silver $0.80**, **Gold $0.70** per 1,000
- No hidden fees or limits on usage.

---



### How to use StepStone Jobs Scraper

1. **Create a free Apify account** at [apify.com](https://apify.com) if you don't have one.
2. **Open the [StepStone Jobs Scraper](https://apify.com/rigelbytes/stepstone-jobs-scraper)** in Apify Console.
3. **Paste your search URL** (e.g. `https://www.stepstone.de/jobs/python/in-berlin?radius=30`) or use the keyword and location fields to build one automatically.
4. **Configure filters** — set max items, search radius, StepStone domain, and proxy preferences.
5. **Click "Start"** and wait for the crawl to finish.
6. **Download your dataset** as JSON, CSV, HTML, or Excel from the Output tab.

---



### Input


| Field                | Type                         | Required | Description                                                                             |
| -------------------- | ---------------------------- | -------- | --------------------------------------------------------------------------------------- |
| `startUrls`          | `array` of `{ url: string }` | No       | Direct StepStone job search URLs (use this OR searchQueries/searchLocations)            |
| `searchQueries`      | `string[]`                   | No       | Job keywords or titles (e.g. "python", "data engineer")                                 |
| `searchLocations`    | `string[]`                   | No       | City or region names (e.g. "Berlin", "München")                                         |
| `radius`             | `integer`                    | No       | Search radius in km (default: 30)                                                       |
| `searchFilters`      | `object`                     | No       | Additional URL query parameters (sort, employmentType, etc.)                            |
| `baseUrl`            | `string`                     | No       | StepStone site origin (default: "[https://www.stepstone.de](https://www.stepstone.de)") |
| `maxItems`           | `integer`                    | No       | Maximum job records to scrape (0 = unlimited)                                           |
| `proxyConfiguration` | `object`                     | No       | Apify proxy settings (residential recommended)                                          |




#### 📝 Copy for Use:

```json
{
  "startUrls": [
    {
      "url": "https://www.stepstone.de/jobs/python/in-berlin?radius=30"
    }
  ],
  "maxItems": 100,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "DE"
  }
}
````

***

### Output

StepStone Jobs Scraper Output

[Detailed Data](#detailed-data)

***

### Why Choose This Scraper?

- **💰 Affordable**: Pay only **$1 per 1,000 job listings** scraped, with additional Apify plan discounts.
- **📋 Comprehensive**: Capture 33+ data points per listing — title, company, location, salary, skills, remote status, and more.
- **⚡ Easy to Use**: Provide a StepStone search URL or simply enter keywords and location — no configuration headaches.
- **🛡️ Reliable**: Uses StepStone's own resultlist API with residential proxy support for consistent, accurate results.

***

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#### Running via Apify Console

You can run this actor from the Apify Console by providing the necessary input parameters.

#### Running via API

You can trigger this actor using the Apify API, passing the required input in the request body.

#### API Examples

**Python**

```shell
from apify_client import ApifyClient

client = ApifyClient("YOUR-APIFY-TOKEN")

run_input = {
    "startUrls": [
        {
            "url": "https://www.stepstone.de/jobs/python/in-berlin?radius=30"
        }
    ],
    "maxItems": 100,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "DE"
    }
}

run = client.actor("rigelbytes/stepstone-jobs-scraper").call(run_input=run_input)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)
```

**JavaScript**

```shell
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR-APIFY-TOKEN' });

const runInput = {
    startUrls: [
        {
            url: "https://www.stepstone.de/jobs/python/in-berlin?radius=30"
        }
    ],
    maxItems: 100,
    proxyConfiguration: {
        useApifyProxy: true,
        apifyProxyGroups: ["RESIDENTIAL"],
        apifyProxyCountry: "DE"
    }
};

const run = await client.actor("rigelbytes/stepstone-jobs-scraper").call(runInput);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);
```

**cURL**

```shell
curl -X POST \
  "https://api.apify.com/v2/acts/rigelbytes/stepstone-jobs-scraper/runs?token=YOUR-APIFY-TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "startUrls": [
      {
        "url": "https://www.stepstone.de/jobs/python/in-berlin?radius=30"
      }
    ],
    "maxItems": 100,
    "proxyConfiguration": {
      "useApifyProxy": true,
      "apifyProxyGroups": ["RESIDENTIAL"],
      "apifyProxyCountry": "DE"
    }
  }'
```

***

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- **[AutoScout24 Scraper](https://apify.com/rigelbytes/autoscout24-scraper)** — Scrape car listings from AutoScout24 with full filter support. Extract makes, models, prices, mileage, seller info,...
- **[Daraz](https://apify.com/rigelbytes/daraz)** — Scrape products, prices, and seller data from Daraz for competitor monitoring, pricing, and product research.
- **[Etsy Scraper](https://apify.com/rigelbytes/etsy-scraper)** — Scrape products, prices, and seller data from Etsy for competitor monitoring, pricing, and product research.
- **[Homedepot Scraper](https://apify.com/rigelbytes/homedepot-scraper)** — HomeDepot Products Scraper lets you extract product data from homedepot.com using a collection URL and delivery ZIP....
- **[Kleinanzeigen Scraper](https://apify.com/rigelbytes/kleinanzeigen-scraper)** — Scrape listings from kleinanzeigen.de — search results and detail pages for any category (electronics, vehicles,...
- **[Otodom Scraper - Polish Real Estate Listings](https://apify.com/rigelbytes/otodom-scraper)** — Scrapes property listings from Otodom.pl, Poland's leading real estate marketplace. Supports filters for transaction...

#### 💼 Jobs & Recruitment

Collect job listings and company hiring data for market analysis.

- **[Upwork Jobs Scraper](https://apify.com/rigelbytes/upwork-jobs-scraper)** — Scrapes Upwork freelance job listings by keyword with full search filters (sort, experience, job type, budget,...
- **[ZipRecruiter Job Scraper](https://apify.com/rigelbytes/ziprecruiter-scraper)** — Scrape job listings from ZipRecruiter with search queries, locations, and radius filters. Extracts title, company,...

#### 📩 Lead Generation

Find business contacts, leads, and company data for sales and outreach.

- **[Company Service Finder](https://apify.com/rigelbytes/company-service-finder)** — The Company Service Finder uses AI to extract and analyze company services from Google Search & Maps. Get detailed...
- **[Doctify Scraper](https://apify.com/rigelbytes/doctify-scraper)** — Doctify Scraper lets you extract doctor and practice data from doctify.com using a search results URL. Collect...
- **[Doctolib Scraper](https://apify.com/rigelbytes/doctolib-scraper)** — Scrape doctor profiles, availability, and practice details from Doctolib.de — Germany's largest medical appointment...
- **[FindLaw Law Firm Scraper - Attorney & Law Firm Data Extraction](https://apify.com/rigelbytes/findlaw-scraper)** — Scrape law firm profiles from FindLaw.com. Extract detailed attorney and firm information including contact details,...
- **[Google Maps Scraper](https://apify.com/rigelbytes/google-maps-scraper)** — Find business leads and contact details from Google Maps for outbound sales, prospecting, and CRM enrichment.
- **[Website Services Finder](https://apify.com/rigelbytes/website-services-finder)** — Automatically extract and analyze company services from any business website using advanced AI. Choose from 5 AI...
- **[Zillow Agents](https://apify.com/rigelbytes/zillow-agents)** — Find business leads and contact details from Zillow for outbound sales, prospecting, and CRM enrichment.
- **[Zillow Agents Phone](https://apify.com/rigelbytes/zillow-agents-phone)** — Find business leads and contact details from Zillow for outbound sales, prospecting, and CRM enrichment.
- **[Zillow Agents Vault](https://apify.com/rigelbytes/zillow-agents-vault)** — Find business leads and contact details from Zillow for outbound sales, prospecting, and CRM enrichment.

#### ⭐ Reviews & Ratings

Monitor reviews and reputation data across review platforms.

- **[Airbnb Listing Reviews](https://apify.com/rigelbytes/airbnb-listing-reviews)** — Collect reviews and ratings from Airbnb for reputation monitoring and customer insights.
- **[BBB Scraper](https://apify.com/rigelbytes/bbb-scraper)** — Collect reviews and ratings from BBB for reputation monitoring and customer insights.
- **[Costco Product Scraper](https://apify.com/rigelbytes/costco-scraper)** — Scrapes product data from Costco.com including prices, descriptions, ratings, and availability. Supports search...
- **[HRS Hotel Reviews Scraper](https://apify.com/rigelbytes/hrs-hotel-reviews-scraper)** — Extract hotel details, room offers, and guest reviews from HRS hotel URLs.
- **[HRS Hotel Scraper](https://apify.com/rigelbytes/hrs-scraper)** — Scrapes hotel listings, prices, ratings, and amenities from HRS (hrs.com) by location and travel dates.
- **[Rottentomatoes Reviews Scraper](https://apify.com/rigelbytes/rottentomatoes-reviews-scraper)** — Collect reviews and ratings from Rotten Tomatoes for reputation monitoring and customer insights.
- **[Trustpilot Reviews Scraper](https://apify.com/rigelbytes/trustpilot-reviews)** — Collect reviews and ratings from Trustpilot for reputation monitoring and customer insights.

#### 🍔 Food & Delivery

Extract restaurant, grocery, and delivery platform data.

- **[Instacart Scraper](https://apify.com/rigelbytes/instacart-scraper)** — Scrape menus, stores, and delivery data from Instacart for data-driven research and automation.
- **[Publix Scraper](https://apify.com/rigelbytes/publix-scraper)** — Scrape menus, stores, and delivery data from Publix for data-driven research and automation.

#### 🛠️ Developer Tools

General-purpose scraping and automation tools.

- **[Web Crawler](https://apify.com/rigelbytes/webcrawler)** — This web crawler is designed to provide users with complete flexibility by allowing them to use their \*\*own...

***

### Understanding Proxies

When scraping data or browsing anonymously, proxies are essential. They act as intermediaries, masking your original IP address and allowing you to send requests from another location.

#### Why Use Proxies?

- Avoid IP Blocks: By routing requests through proxies, you prevent the target website from recognizing your IP as a scraper or spammer.
- Access Geo-restricted Content: Proxies let you access content or websites restricted by location.
- Enhance Anonymity: Hide your actual IP, ensuring privacy while scraping or browsing.

#### Types of Proxies

1. Residential Proxies

- Real IP addresses provided by ISPs to home users.
- They mimic regular users, making them harder to detect.
- Best for: Long-term, undetectable scraping, and avoiding blocks.

2. Data Center Proxies

- IP addresses from servers in data centers.
- Faster and cheaper than residential proxies but easier to detect and block.
- Best for: High-speed scraping, but with a higher risk of detection.

3. Mobile Proxies

- IPs provided by mobile carriers (3G/4G/5G networks).
- Very difficult to detect, as they appear as regular mobile users.
- Best for: Mobile-related scraping or avoiding sophisticated blocks.

#### Rotating Proxies vs. Straight Proxies

- Rotating Proxies: Every request you send goes through a different proxy, making it harder for websites to detect patterns.
- Straight Proxies: All requests are sent through the same proxy, making it easier to track your IP.

***

### About Rigel Bytes

Rigel Bytes specializes in web scraping, automation, and data analytics. We help businesses extract and leverage valuable data for informed decision-making.

***

### Contact Us

Ready to unlock the power of data? Reach out to us at (<contact@rigelbytes.com>) or [book an appointment](https://cal.com/faizanali/appointments) with us to learn more about how we can help you achieve your data goals.

***

### Detailed Data

```json
[
  {
    "id": 12345678,
    "harmonisedId": "stepstone-12345678",
    "title": "Python Entwickler (m/w/d)",
    "url": "https://www.stepstone.de/stellenanzeige/python-entwickler-12345678",
    "companyId": 98765,
    "companyName": "Tech Startup GmbH",
    "companyUrl": "https://www.techstartup.de",
    "companyLogoUrl": "https://www.stepstone.de/logo/98765",
    "location": "Berlin, Deutschland",
    "postCode": "10115",
    "datePosted": "2026-07-22T08:15:00Z",
    "textSnippet": "Wir suchen einen erfahrenen Python Entwickler für unser dynamisches Team in Berlin.",
    "labels": ["Vollzeit", "Unbefristet"],
    "topLabels": ["Top-Job"],
    "skills": ["Python", "Django", "PostgreSQL", "Docker"],
    "salaryMin": 60000,
    "salaryMax": 85000,
    "salaryCurrency": "EUR",
    "salaryPeriod": "YEAR",
    "salaryType": "GROSS",
    "salaryAvailable": true,
    "workFromHome": "2",
    "workFromHomeLabel": "Remote possible",
    "isAnonymous": false,
    "isTopJob": true,
    "isSponsored": false,
    "isHighlighted": false,
    "isPartnershipJob": false,
    "isCrossPosted": false,
    "sourceSiteFriendlyName": null,
    "section": "search",
    "searchUrl": "https://www.stepstone.de/jobs/python/in-berlin?radius=30",
    "page": 1
  }
]
```

# Actor input Schema

## `startUrls` (type: `array`):

Direct StepStone job search URLs to scrape. Use this OR searchQueries/searchLocations below — not both required.

## `searchQueries` (type: `array`):

Job keywords or titles to search for (e.g. python, data engineer). Combined with OR when multiple values are provided.

## `searchLocations` (type: `array`):

City or region names to filter results (e.g. Berlin, München). Optional — omit to search nationwide.

## `radius` (type: `integer`):

Radius around each location in kilometers. Only used when building URLs from searchQueries/searchLocations.

## `searchFilters` (type: `object`):

Additional StepStone query parameters appended to built search URLs (e.g. sort, employmentType, workFromHome, whatType). Ignored when using startUrls.

## `baseUrl` (type: `string`):

StepStone site origin used when building search URLs from keywords.

## `maxItems` (type: `integer`):

Maximum number of job records to scrape (0 = unlimited).

## `proxyConfiguration` (type: `object`):

Apify residential proxy is strongly recommended — StepStone blocks datacenter IPs.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.stepstone.de/jobs/python/in-berlin?radius=30"
    }
  ],
  "searchQueries": [
    "python"
  ],
  "searchLocations": [
    "Berlin"
  ],
  "radius": 30,
  "searchFilters": {},
  "baseUrl": "https://www.stepstone.de",
  "maxItems": 25,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `results` (type: `string`):

Dataset containing scraped StepStone job listings

## `runStats` (type: `string`):

Aggregate scrape statistics for this run

# 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 = {
    "startUrls": [
        {
            "url": "https://www.stepstone.de/jobs/python/in-berlin?radius=30"
        }
    ],
    "searchQueries": [
        "python"
    ],
    "searchLocations": [
        "Berlin"
    ],
    "searchFilters": {},
    "maxItems": 25,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("rigelbytes/stepstone-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 = {
    "startUrls": [{ "url": "https://www.stepstone.de/jobs/python/in-berlin?radius=30" }],
    "searchQueries": ["python"],
    "searchLocations": ["Berlin"],
    "searchFilters": {},
    "maxItems": 25,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("rigelbytes/stepstone-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 '{
  "startUrls": [
    {
      "url": "https://www.stepstone.de/jobs/python/in-berlin?radius=30"
    }
  ],
  "searchQueries": [
    "python"
  ],
  "searchLocations": [
    "Berlin"
  ],
  "searchFilters": {},
  "maxItems": 25,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call rigelbytes/stepstone-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=rigelbytes/stepstone-jobs-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "StepStone Jobs Scraper — Extract German/DACH Job Listings",
        "description": "Scrape thousands of job listings from StepStone (DE, AT, BE, NL) with salary, skills, remote status & more. From $1/1,000 listings. JSON, CSV, Excel export.",
        "version": "1.0",
        "x-build-id": "P2nosQWz7QB6EX1ii"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/rigelbytes~stepstone-jobs-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-rigelbytes-stepstone-jobs-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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/rigelbytes~stepstone-jobs-scraper/runs": {
            "post": {
                "operationId": "runs-sync-rigelbytes-stepstone-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/rigelbytes~stepstone-jobs-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-rigelbytes-stepstone-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": {
                    "startUrls": {
                        "title": "Start URLs",
                        "type": "array",
                        "description": "Direct StepStone job search URLs to scrape. Use this OR searchQueries/searchLocations below — not both required.",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "searchQueries": {
                        "title": "Search Queries",
                        "type": "array",
                        "description": "Job keywords or titles to search for (e.g. python, data engineer). Combined with OR when multiple values are provided.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "searchLocations": {
                        "title": "Search Locations",
                        "type": "array",
                        "description": "City or region names to filter results (e.g. Berlin, München). Optional — omit to search nationwide.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "radius": {
                        "title": "Search Radius (km)",
                        "minimum": 0,
                        "maximum": 200,
                        "type": "integer",
                        "description": "Radius around each location in kilometers. Only used when building URLs from searchQueries/searchLocations.",
                        "default": 30
                    },
                    "searchFilters": {
                        "title": "Search Filters",
                        "type": "object",
                        "description": "Additional StepStone query parameters appended to built search URLs (e.g. sort, employmentType, workFromHome, whatType). Ignored when using startUrls."
                    },
                    "baseUrl": {
                        "title": "StepStone Base URL",
                        "enum": [
                            "https://www.stepstone.de",
                            "https://www.stepstone.at",
                            "https://www.stepstone.be",
                            "https://www.stepstone.nl"
                        ],
                        "type": "string",
                        "description": "StepStone site origin used when building search URLs from keywords.",
                        "default": "https://www.stepstone.de"
                    },
                    "maxItems": {
                        "title": "Max Items",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum number of job records to scrape (0 = unlimited).",
                        "default": 0
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Apify residential proxy is strongly recommended — StepStone blocks datacenter IPs.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ]
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
