# LinkedIn Job Scraper (`rigelbytes/linkedin-job-scraper`) Actor

Scrape LinkedIn job postings with advanced filters including location, time range, job type, experience level, and work type.

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

## Pricing

from $1.00 / 1,000 jobs

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## LinkedIn Job Scraper

Extract thousands of job postings from LinkedIn with advanced search filters — location, time range, job type, experience level, and remote work type — to power job market research, recruitment analytics, and automated job alerts, for just **$1** per 1,000 jobs.

---

### What can LinkedIn Job Scraper do for you?

- **Build targeted job databases** — Search by keyword, location, and filters to compile comprehensive lists of matching job postings for analysis or lead generation.
- **Monitor hiring trends** — Track which companies are hiring, what roles are in demand, and how job markets shift over time.
- **Power recruitment tools** — Feed structured LinkedIn job data into your ATS, CRM, or custom dashboards to streamline candidate sourcing.
- **Analyze competitors** — See what roles your competitors are hiring for — a signal of growth areas, tech stacks, and strategic direction.
- **Automate job alerts** — Schedule regular scrapes and export fresh listings to spreadsheets or databases without manual searching.
- **Enrich with company data** — Optionally scrape each company's LinkedIn page for full details like description, follower count, and specialties.

### What data can you extract?

| Field | Description |
|-------|-------------|
| 🔖 `jobId` | Unique LinkedIn job posting ID |
| 📝 `title` | Job title |
| 🏢 `companyName` | Company name |
| 🌐 `companyUrl` | LinkedIn company page URL |
| 🖼️ `companyLogo` | Company logo image URL |
| 📍 `location` | Full location string (city, state, country) |
| 🏙️ `city` | City |
| 🌍 `country` | Country code (e.g. DE, US) |
| 📅 `datePosted` | Posting date (ISO 8601) |
| ⏳ `validThrough` | Application deadline |
| 💼 `employmentType` | FULL_TIME, PART_TIME, CONTRACTOR, etc. |
| 🏭 `industry` | Industry classification |
| ⏱️ `monthsOfExperience` | Experience required (months) |
| 🎓 `educationLevel` | Education requirement |
| 🛠️ `skills` | Required skills |
| 📄 `description` | Full job description |
| 🔗 `url` | Direct link to the job posting |
| 📌 `latitude` / `longitude` | GPS coordinates |

### Why use this scraper?

- 📊 **Job market research** — Analyze salary trends, in-demand skills, and hiring volume across industries and regions.
- 🔍 **Competitive intelligence** — Track competitors' hiring patterns to understand their growth and technology investments.
- 🧑‍💼 **Recruitment & staffing** — Build candidate-ready job pipelines with structured data you can filter, sort, and export.
- 🤖 **Automation & integration** — Connect scraped data to Google Sheets, Airtable, Slack, or any tool via the Apify API.

### Pricing

- **$1/1,000 jobs**
- No hidden fees or limits on usage.

Apify platform plans include free monthly compute units — check your plan for details.

---

### How to use LinkedIn Job Scraper

1. **Create a free Apify account** at [apify.com/sign-up](https://apify.com/sign-up)
2. **Open the LinkedIn Job Scraper** at [apify.com/rigelbytes/linkedin-job-scraper](https://apify.com/rigelbytes/linkedin-job-scraper)
3. **Enter your search queries** — add keywords like "Python Developer" or "Data Scientist"
4. **Add filters** — location, time range, job type, experience level, and remote/hybrid/on-site
5. **Click Start** and let the scraper collect matching jobs
6. **Download your data** in JSON, CSV, Excel, or access it via API

### Input

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `searchQueries` | array | No | Keywords or job titles to search for (e.g. "Python Developer") |
| `startUrls` | array | No | Direct LinkedIn job search URLs. Overrides `searchQueries` |
| `locations` | array | No | Location filters (e.g. "Germany", "London") |
| `timeRange` | string | No | Posting date filter: `any`, `past24Hours`, `pastWeek`, `pastMonth` |
| `jobType` | array | No | Employment type: `fullTime`, `partTime`, `contract`, `temporary`, `internship`, `volunteer` |
| `experienceLevel` | array | No | Experience: `internship`, `entryLevel`, `associate`, `midSenior`, `director`, `executive` |
| `remote` | array | No | Work arrangement: `onSite`, `remote`, `hybrid` |
| `maxItems` | integer | No | Max jobs to scrape (0 = unlimited). Default: 0 |
| `extractCompanyDetails` | boolean | No | Also scrape each company's LinkedIn page for full details. Default: false |
| `proxyConfiguration` | object | No | Proxy settings for anti-bot protection |

#### 📝 Copy for Use:

```json
{
  "searchQueries": ["Python Developer"],
  "locations": ["Germany"],
  "timeRange": "any",
  "jobType": [],
  "experienceLevel": [],
  "remote": [],
  "maxItems": 30,
  "extractCompanyDetails": false,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}
````

### Output

```
https://github.com/faizanalii/apify-images/blob/main/LinkedIn%20Job%20Scraper.gif?raw=true
```

### Why Choose This Scraper?

- **Affordable**: Pay only $1 per 1,000 jobs scraped.
- **Comprehensive**: Extracts job details, company info, location, skills, and coordinates — 19 fields per listing.
- **Easy to Use**: No coding needed — enter keywords and filters in the Apify Console, click Start, and download results.
- **Reliable**: Built on Apify's infrastructure with automatic proxy rotation and retry logic to handle LinkedIn's anti-bot measures.

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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.

```shell
## Python
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")

run = client.actor("rigelbytes/linkedin-job-scraper").call(run_input={
    "searchQueries": ["Python Developer"],
    "locations": ["Germany"],
    "timeRange": "any",
    "maxItems": 30,
    "extractCompanyDetails": False,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"]
    }
})

results = client.dataset(run["defaultDatasetId"]).list_items().items
```

```shell
## JavaScript
import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "YOUR_APIFY_TOKEN" });

const run = await client.actor("rigelbytes/linkedin-job-scraper").call({
    searchQueries: ["Python Developer"],
    locations: ["Germany"],
    timeRange: "any",
    maxItems: 30,
    extractCompanyDetails: false,
    proxyConfiguration: {
        useApifyProxy: true,
        apifyProxyGroups: ["RESIDENTIAL"]
    }
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
```

```shell
## cURL
curl -X POST "https://api.apify.com/v2/acts/rigelbytes/linkedin-job-scraper/runs" \
  -H "Authorization: Bearer YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "searchQueries": ["Python Developer"],
    "locations": ["Germany"],
    "timeRange": "any",
    "maxItems": 30,
    "proxyConfiguration": {
      "useApifyProxy": true,
      "apifyProxyGroups": ["RESIDENTIAL"]
    }
  }'
```

### 🚀 Other Tools by Rigel Bytes

Explore **78** more scraping tools by Rigel Bytes, organized by use case:

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- **[Instagram Analytics Tool](https://apify.com/rigelbytes/instagram-analytics-tool)** — Extract posts, profiles, and engagement data from Instagram for content research, influencer tracking, and marketing analytics.
- **[Instagram Comment Scraper](https://apify.com/rigelbytes/instagram-comment-scraper)** — Extract posts, profiles, and engagement data from Instagram for content research, influencer tracking, and marketing analytics.
- **[Instagram Creator Stats](https://apify.com/rigelbytes/instagram-creator-stats)** — Extract posts, profiles, and engagement data from Instagram for content research, influencer tracking, and marketing analytics.
- **[Instagram Engagement Tool](https://apify.com/rigelbytes/instagram-engagement-tool)** — Extract posts, profiles, and engagement data from Instagram for content research, influencer tracking, and marketing analytics.
- **[Instagram Post Scraper](https://apify.com/rigelbytes/instagram-post-scraper)** — Extract posts, profiles, and engagement data from Instagram for content research, influencer tracking, and marketing analytics.
- **[instagram-posts](https://apify.com/rigelbytes/instagram-posts)** — Extract posts, profiles, and engagement data from Instagram for content research, influencer tracking, and marketing analytics.
- **[Instagram Profile Scraper](https://apify.com/rigelbytes/instagram-profile-scraper)** — Extract posts, profiles, and engagement data from Instagram for content research, influencer tracking, and marketing analytics.
- **[Instagram Reel Scraper](https://apify.com/rigelbytes/instagram-reel-scraper)** — Extract posts, profiles, and engagement data from Instagram for content research, influencer tracking, and marketing analytics.
- **[linkedin-company-details](https://apify.com/rigelbytes/linkedin-company-details)** — Extract posts, profiles, and engagement data from LinkedIn for content research, influencer tracking, and marketing analytics.
- **[Linkedin Company Scraper](https://apify.com/rigelbytes/linkedin-company-scraper)** — Extract posts, profiles, and engagement data from LinkedIn for content research, influencer tracking, and marketing analytics.
- **[LinkedIn Profile Scraper](https://apify.com/rigelbytes/linkedin-profile-scraper)** — Extract posts, profiles, and engagement data from LinkedIn for content research, influencer tracking, and marketing analytics.
- **[Scrape Instagram Creators](https://apify.com/rigelbytes/scrape-instagram-creators)** — Extract posts, profiles, and engagement data from Instagram for content research, influencer tracking, and marketing analytics.
- **[Tiktok Comment Scraper](https://apify.com/rigelbytes/tiktok-comment-scraper)** — Extract posts, profiles, and engagement data from TikTok for content research, influencer tracking, and marketing analytics.
- **[Tiktok Creator Stats](https://apify.com/rigelbytes/tiktok-creator-stats)** — Extract posts, profiles, and engagement data from TikTok for content research, influencer tracking, and marketing analytics.
- **[Tiktok Engagement Rate](https://apify.com/rigelbytes/tiktok-engagement-rate)** — Extract posts, profiles, and engagement data from TikTok for content research, influencer tracking, and marketing analytics.
- **[TikTok Profile Scraper](https://apify.com/rigelbytes/tiktok-profile-scraper)** — Extract posts, profiles, and engagement data from TikTok for content research, influencer tracking, and marketing analytics.

#### 🏠 Real Estate

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- **[Airbnb Detailed Scraper - Search & Listing Details](https://apify.com/rigelbytes/airbnb-detailed-scraper)** — Scrape property listings and market data from Airbnb for market research, price monitoring, and investment analysis.
- **[Airbnb Images Downloader](https://apify.com/rigelbytes/airbnb-images-downloader)** — Scrape property listings and market data from Airbnb for market research, price monitoring, and investment analysis.
- **[Airbnb Listing](https://apify.com/rigelbytes/airbnb-listing)** — Scrape property listings and market data from Airbnb for market research, price monitoring, and investment analysis.
- **[Airbnb Listing Urls](https://apify.com/rigelbytes/airbnb-listing-urls)** — Scrape property listings and market data from Airbnb for market research, price monitoring, and investment analysis.
- **[Airbnb Property Details](https://apify.com/rigelbytes/airbnb-property-details)** — Scrape property listings and market data from Airbnb for market research, price monitoring, and investment analysis.
- **[Airbnb Reviews](https://apify.com/rigelbytes/airbnb-reviews)** — Scrape property listings and market data from Airbnb for market research, price monitoring, and investment analysis.
- **[Airbnb Scraper - Search & Listing Details](https://apify.com/rigelbytes/airbnb-scraper)** — Scrape property listings and market data from Airbnb for market research, price monitoring, and investment analysis.
- **[Bayut Scraper](https://apify.com/rigelbytes/bayut-scraper)** — Scrape property listings and market data from Bayut for market research, price monitoring, and investment analysis.
- **[Boligsiden.dk Scraper](https://apify.com/rigelbytes/boligsiden-dk-scraper)** — Scrape Danish real estate listings from Boligsiden.dk — for sale, sold, and rental properties with pricing, details,...
- **[Daft.ie Property Scraper](https://apify.com/rigelbytes/daft-ie-scraper)** — Scrapes property listings from Daft.ie including residential, rental, commercial, and new homes across Ireland.
- **[dubai-listing-scraper](https://apify.com/rigelbytes/dubai-listing-scraper)** — Extract unlimited property listings from Bayut.com — the UAE's largest real estate platform. Get detailed property...
- **[Export Airbnb Calendar](https://apify.com/rigelbytes/export-airbnb-calendar)** — Scrape property listings and market data from Airbnb for market research, price monitoring, and investment analysis.
- **[Funda Netherlands Real Estate Scraper](https://apify.com/rigelbytes/funda-nl-scraper)** — Scrape property listings from Funda.nl — the largest real estate platform in the Netherlands. Supports buy and rent,...
- **[Furnished Finder Fast](https://apify.com/rigelbytes/furnished-finder-fast)** — Scrape property listings and market data from Furnished Finder for market research, price monitoring, and investment analysis.
- **[Extract Furnished Finder Hosts](https://apify.com/rigelbytes/furnished-finder-hosts)** — Scrape property listings and market data from Furnished Finder for market research, price monitoring, and investment analysis.
- **[FurnishedFinder](https://apify.com/rigelbytes/furnishedfinder)** — Scrape property listings and market data from Furnished Finder for market research, price monitoring, and investment analysis.
- **[Hemnet.se Scraper - Swedish Real Estate Listings](https://apify.com/rigelbytes/hemnet-se-scraper)** — Scrape property listings from Hemnet.se including for-sale, upcoming, and sold homes. Search by URL or location...
- **[Immobiliare Italy Real Estate Scraper](https://apify.com/rigelbytes/immobiliare-it-scraper)** — Scrape property listings and market data from real estate portals for market research, price monitoring, and investment analysis.
- **[Immobilienscout24](https://apify.com/rigelbytes/immobilienscout24)** — Scrape property listings and market data from real estate portals for market research, price monitoring, and investment analysis.
- **[Immobilienscout24-scraper](https://apify.com/rigelbytes/immobilienscout24-scraper)** — Scrape property listings and market data from real estate portals for market research, price monitoring, and investment analysis.
- **[Immoweb Scraper - Belgium Property Listings](https://apify.com/rigelbytes/immoweb-scraper)** — Scrapes property listings from Immoweb.be. Supports search result extraction with optional property detail enrichment.
- **[Immowelt Property Scraper](https://apify.com/rigelbytes/immowelt-property-scraper)** — The Immowelt Scraper helps you extract unlimited real estate listings from Immowelt with complete details including...
- **[Immowelt Scraper](https://apify.com/rigelbytes/immowelt-scraper)** — The Immowelt Scraper helps you extract unlimited real estate listings from Immowelt with complete details including...
- **[Land.com Scraper](https://apify.com/rigelbytes/landdotcom-scraper)** — Scrape property listings and market data from Land.com for market research, price monitoring, and investment analysis.
- **[Outdoorsy Scraper](https://apify.com/rigelbytes/outdoorsy-scraper)** — Scrape property listings and market data from Outdoorsy for market research, price monitoring, and investment analysis.
- **[Propertyfinder Scraper](https://apify.com/rigelbytes/propertyfinder-scraper)** — Scrape property listings and market data from Property Finder for market research, price monitoring, and investment analysis.
- **[Redfin Scraper](https://apify.com/rigelbytes/redfin-scraper)** — Scrape property listings and market data from Redfin for market research, price monitoring, and investment analysis.
- **[Rightmove Scraper](https://apify.com/rigelbytes/rightmove-scraper)** — Scrape property listings and market data from Rightmove for market research, price monitoring, and investment analysis.
- **[RVshare Scraper](https://apify.com/rigelbytes/rvshare-scraper)** — Scrape property listings and market data from RVshare for market research, price monitoring, and investment analysis.
- **[Unlimited Redfin Scraper](https://apify.com/rigelbytes/unlimited-redfin-scraper)** — Scrape property listings and market data from Redfin for market research, price monitoring, and investment analysis.
- **[Zillow Detail Scraper](https://apify.com/rigelbytes/zillow-detail-scraper)** — Scrape property listings and market data from Zillow for market research, price monitoring, and investment analysis.
- **[Zillow Scraper](https://apify.com/rigelbytes/zillow-scraper)** — Scrape property listings and market data from Zillow for market research, price monitoring, and investment analysis.
- **[Zoopla Scraper](https://apify.com/rigelbytes/zoopla-scraper)** — Scrape property listings and market data from Zoopla for market research, price monitoring, and investment analysis.

#### ✈️ Travel & Hospitality

Monitor rentals, bookings, and travel listings at scale.

- **[Autotrader Scraper](https://apify.com/rigelbytes/autotrader-scraper)** — Scrapes car listings from Autotrader.com with advanced search filters, pagination, and detailed vehicle data.
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#### 🛒 E-commerce

Scrape products, prices, and marketplace data for competitive research.

- **[Amazon Product Scraper](https://apify.com/rigelbytes/amazon-product-scraper)** — Scrape products, prices, and seller data from Amazon for competitor monitoring, pricing, and product research.
- **[Amazon Search Scraper](https://apify.com/rigelbytes/amazon-scraper)** — Scrape products, prices, and seller data from Amazon for competitor monitoring, pricing, and product research.
- **[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....
- **[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.

- **[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...
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- **[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...
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- **[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.

#### ⭐ 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.
- **[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
[
  {
    "title": "Python Developer",
    "description": "Job Description DATAGROUP Polska... Design and implement robust, scalable, and efficient JAVA-based frontend as well as Python components for the ETL process.",
    "datePosted": "2026-05-08T13:38:46.000Z",
    "validThrough": "2026-11-04T13:38:46.000Z",
    "employmentType": "FULL_TIME",
    "companyName": "DATAGROUP",
    "companyUrl": "https://de.linkedin.com/company/datagroup-se",
    "companyLogo": "https://media.licdn.com/dms/image/v2/C4D0BAQFCZT1emBoUsw/company-logo_200_200/company-logo_200_200/0/1630477221838/datagroup_ag_logo?e=2147483647&v=beta&t=kHRk6yObQhtWun4zVyZKfRI6iNwfH5xZ2aTfFnDTOjQ",
    "country": "DE",
    "city": "Krakau",
    "latitude": 51.36391,
    "longitude": 11.857489,
    "industry": "IT-Dienstleistungen und IT-Beratung",
    "skills": "",
    "monthsOfExperience": "",
    "educationLevel": "bachelor degree",
    "jobId": "4412111373",
    "url": "https://de.linkedin.com/jobs/view/python-developer-at-datagroup-4412111373",
    "location": "Krakau, Saxony-Anhalt, Germany"
  },
  {
    "title": "Python Developer",
    "description": "you'll be working on things like: - Data ingestion and metadata pipelines for whole slide images - De-identification and integrity checking of WSI files...",
    "datePosted": "2026-06-18T10:46:54.000Z",
    "validThrough": "2026-07-18T10:46:54.000Z",
    "employmentType": "CONTRACTOR",
    "companyName": "Virtusa",
    "companyUrl": "https://www.linkedin.com/company/virtusa",
    "companyLogo": "https://media.licdn.com/dms/image/v2/D4D0BAQE1wyZ0gd_P_w/company-logo_200_200/B4DZmf03PuJMAQ-/0/1759323061531/virtusa_logo?e=2147483647&v=beta&t=QwNAnSOpzbZLVsw5_6QEvj37WFpjTZNvVBqZubYUud0",
    "country": "DE",
    "city": "München",
    "latitude": 48.139126,
    "longitude": 11.580219,
    "industry": "Softwareentwicklung,Betrieb und Wartung von IT-Systemen",
    "skills": "",
    "monthsOfExperience": "",
    "educationLevel": "bachelor degree",
    "jobId": "4430444024",
    "url": "https://de.linkedin.com/jobs/view/python-developer-at-virtusa-4430444024",
    "location": "Munich, Bavaria, Germany"
  }
]
```

# Actor input Schema

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

Keywords or job titles to search for (e.g. 'Python Developer', 'Data Scientist'). Each query produces a separate search.

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

Direct LinkedIn job search URLs. Overrides searchQueries when provided.

## `locations` (type: `array`):

Location names to filter jobs (e.g. 'Germany', 'United States', 'London'). Applied to all search queries.

## `timeRange` (type: `string`):

Filter jobs by posting date.

## `jobType` (type: `array`):

Filter by employment type. Leave empty for all types.

## `experienceLevel` (type: `array`):

Filter by required experience level. Leave empty for all levels.

## `remote` (type: `array`):

Filter by work arrangement. Leave empty for all types.

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

Maximum number of job postings to scrape. 0 = unlimited.

## `extractCompanyDetails` (type: `boolean`):

When enabled, also scrapes each company's LinkedIn page for full company details (description, followers, specialties, etc.) and appends them to the output.

## `maxConcurrency` (type: `integer`):

Maximum number of parallel detail page fetches. Higher values increase speed but may trigger rate limiting. Recommended: 3-10.

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

Proxy settings for anti-bot protection.

## Actor input object example

```json
{
  "searchQueries": [
    "Python Developer"
  ],
  "startUrls": [],
  "locations": [],
  "timeRange": "any",
  "jobType": [],
  "experienceLevel": [],
  "remote": [],
  "maxItems": 10,
  "extractCompanyDetails": false,
  "maxConcurrency": 5,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `dataset` (type: `string`):

No description

# 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 = {
    "searchQueries": [
        "Python Developer"
    ],
    "startUrls": [],
    "locations": [],
    "maxItems": 10,
    "extractCompanyDetails": false,
    "maxConcurrency": 5
};

// Run the Actor and wait for it to finish
const run = await client.actor("rigelbytes/linkedin-job-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 = {
    "searchQueries": ["Python Developer"],
    "startUrls": [],
    "locations": [],
    "maxItems": 10,
    "extractCompanyDetails": False,
    "maxConcurrency": 5,
}

# Run the Actor and wait for it to finish
run = client.actor("rigelbytes/linkedin-job-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 '{
  "searchQueries": [
    "Python Developer"
  ],
  "startUrls": [],
  "locations": [],
  "maxItems": 10,
  "extractCompanyDetails": false,
  "maxConcurrency": 5
}' |
apify call rigelbytes/linkedin-job-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "LinkedIn Job Scraper",
        "description": "Scrape LinkedIn job postings with advanced filters including location, time range, job type, experience level, and work type.",
        "version": "0.1",
        "x-build-id": "cd9aRNa7Z6ee5cxZO"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/rigelbytes~linkedin-job-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-rigelbytes-linkedin-job-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/rigelbytes~linkedin-job-scraper/runs": {
            "post": {
                "operationId": "runs-sync-rigelbytes-linkedin-job-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/rigelbytes~linkedin-job-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-rigelbytes-linkedin-job-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "searchQueries": {
                        "title": "Search queries",
                        "type": "array",
                        "description": "Keywords or job titles to search for (e.g. 'Python Developer', 'Data Scientist'). Each query produces a separate search.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "startUrls": {
                        "title": "Start URLs",
                        "type": "array",
                        "description": "Direct LinkedIn job search URLs. Overrides searchQueries when provided.",
                        "default": [],
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "locations": {
                        "title": "Locations",
                        "type": "array",
                        "description": "Location names to filter jobs (e.g. 'Germany', 'United States', 'London'). Applied to all search queries.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "timeRange": {
                        "title": "Time range",
                        "enum": [
                            "any",
                            "past24Hours",
                            "pastWeek",
                            "pastMonth"
                        ],
                        "type": "string",
                        "description": "Filter jobs by posting date.",
                        "default": "any"
                    },
                    "jobType": {
                        "title": "Job type",
                        "type": "array",
                        "description": "Filter by employment type. Leave empty for all types.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "fullTime",
                                "partTime",
                                "contract",
                                "temporary",
                                "internship",
                                "volunteer"
                            ],
                            "enumTitles": [
                                "Full-time",
                                "Part-time",
                                "Contract",
                                "Temporary",
                                "Internship",
                                "Volunteer"
                            ]
                        },
                        "default": []
                    },
                    "experienceLevel": {
                        "title": "Experience level",
                        "type": "array",
                        "description": "Filter by required experience level. Leave empty for all levels.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "internship",
                                "entryLevel",
                                "associate",
                                "midSenior",
                                "director",
                                "executive"
                            ],
                            "enumTitles": [
                                "Internship",
                                "Entry level",
                                "Associate",
                                "Mid-senior level",
                                "Director",
                                "Executive"
                            ]
                        },
                        "default": []
                    },
                    "remote": {
                        "title": "Remote / Work type",
                        "type": "array",
                        "description": "Filter by work arrangement. Leave empty for all types.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "onSite",
                                "remote",
                                "hybrid"
                            ],
                            "enumTitles": [
                                "On-site",
                                "Remote",
                                "Hybrid"
                            ]
                        },
                        "default": []
                    },
                    "maxItems": {
                        "title": "Max items",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum number of job postings to scrape. 0 = unlimited.",
                        "default": 0
                    },
                    "extractCompanyDetails": {
                        "title": "Extract company details",
                        "type": "boolean",
                        "description": "When enabled, also scrapes each company's LinkedIn page for full company details (description, followers, specialties, etc.) and appends them to the output.",
                        "default": false
                    },
                    "maxConcurrency": {
                        "title": "Max concurrency",
                        "minimum": 1,
                        "maximum": 20,
                        "type": "integer",
                        "description": "Maximum number of parallel detail page fetches. Higher values increase speed but may trigger rate limiting. Recommended: 3-10.",
                        "default": 5
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Proxy settings for anti-bot protection.",
                        "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
