# Linkedin Profile Scraper (`logical_scrapers/linkedin-profile-scraper`) Actor

🚀 Fastest linkedin profile scraper. Easily extract comprehensive LinkedIn profile data, including name, headline, industry, location, experience, education, skills, certifications, and more. Automates LinkedIn data collection for lead generation, recruiting, research, and competitive analysis.

- **URL**: https://apify.com/logical_scrapers/linkedin-profile-scraper.md
- **Developed by:** [Goldmine](https://apify.com/logical_scrapers) (community)
- **Categories:** Lead generation, Social media, Business
- **Stats:** 473 total users, 0 monthly users, 100.0% runs succeeded, 29 bookmarks
- **User rating**: 3.96 out of 5 stars

## Pricing

from $7.99 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## LinkedIn Profile Scraper

### 🚀 Scrape all LinkedIn User Profile Details

Easily extract comprehensive LinkedIn profile data, including name, headline, industry, location, experience, education, skills, certifications, and more. This tool automates LinkedIn data collection for lead generation, recruiting, research, and competitive analysis.

### 🔥 Features

- Scrapes **full LinkedIn profiles** (name, headline, location, industry, and summary)
- Extracts **work experience**, including job titles, company names, and durations
- Retrieves **education history**, including degrees and institutions
- Collects **certifications and skills**
- Captures **profile picture URL**
- Supports bulk scraping for multiple LinkedIn profiles

### 📌 Use Cases

- **Lead Generation**: Collect potential clients' or partners' LinkedIn data for outreach
- **Recruitment**: Scrape candidate details for hiring and talent acquisition
- **Market Research**: Analyze competitor profiles and industry trends
- **Sales & Networking**: Build personalized outreach lists for sales teams

### 🛠️ How It Works

1. **Input LinkedIn URLs** – Provide a list of LinkedIn profile links
2. **Run the Scraper** – The tool navigates profiles and extracts data
3. **Get JSON/CSV Output** – Download structured profile information

### ⚡ Why Use This Scraper?

- **Time-Saving**: Automates profile data collection
- **Accurate & Up-to-Date**: Fetches real-time LinkedIn data
- **Scalable**: Works with single profiles or bulk LinkedIn URLs
- **Easy Integration**: Use the extracted data in your CRM, ATS, or marketing tools

### Output Data Format

| Field | Description |
| --- | --- |
| `firstName` | First Name |
| `lastName` | Last Name |
| `headline` | Headline |
| `locationName` | Location Name |
| `industryName` | Industry Name |
| `summary` | Profile Summary |
| `profile_id` | Profile ID |
| `public_id` | Public ID |
| `displayPictureUrl` | Profile Picture URL |
| `experience` | Job title, company, start/end dates |
| `education` | Degree, university, years attended |
| `skills` | Skills |
| `certifications` | Certifications |

#### Example Input

```
{
  "urls": [
    "https://www.linkedin.com/in/johndoe"
  ],
  "cookies": [
   {
    ...
   }
  ],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

#### Example Output

```
[
  {
    "summary": "Full stack developer with a BA in Computer engineering from Addis Ababa University. Experienced in designing and developing web and mobile applications, including projects for banks with thousands of users. Passionate about integrating machine learning and AI into software. Committed to continuous learning and delivering high-quality solutions, bringing strong problem-solving and collaboration skills to dynamic teams.",
    "industryName": "Computer Software",
    "lastName": "Doe",
    "locationName": "United States",
    "student": false,
    "geoCountryName": "United States",
    "geoCountryUrn": "urn:li:fs_geo:100212432",
    "geoLocationBackfilled": false,
    "elt": false,
    "industryUrn": "urn:li:fs_industry:4",
    "firstName": "John",
    "entityUrn": "urn:li:fs_profile:ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94",
    "geoLocation": {
      "geoUrn": "urn:li:fs_geo:103636250"
    },
    "geoLocationName": "Addis Ababa",
    "location": {
      "basicLocation": {
        "countryCode": "et"
      }
    },
    "headline": "Software Engineer | Fullstack developer | ML Engineer",
    "displayPictureUrl": "https://media.licdn.com/dms/image/D4D03AQGTegeVUIZqaA/profile-displayphoto-shrink_",
    "img_100_100": "100_100/0/1702538073848?e=1725494400&v=beta&t=1zsxTQ5-_Ph11BmQxCmUEYLTn64yT_LRM2OxOAh90UQ",
    "img_200_200": "200_200/0/1702538073848?e=1725494400&v=beta&t=44wCPKad8oj6D2kyU2ip-RDLMGVmBGwW0N-3ZrQuyd4",
    "img_400_400": "400_400/0/1702538073848?e=1725494400&v=beta&t=IBsfw1_dmYj-3ZurKqej-LVclwr5PtU2xMpJjIAGKPk",
    "img_576_576": "800_800/0/1702538073848?e=1725494400&v=beta&t=Y8Pv17xavih4U4okrzEDtj9uw024NWt6_tUHWrDCcts",
    "profile_id": "ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94",
    "profile_urn": "urn:li:fs_miniProfile:ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94",
    "member_urn": "urn:li:member:890710496",
    "public_id": "danielmesfin",
    "experience": [
      {
        "locationName": "United States",
        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,2337455461)",
        "geoLocationName": "United States",
        "geoUrn": "urn:li:fs_geo:103644278",
        "companyName": "Arez Armada",
        "timePeriod": {
          "startDate": {
            "month": 12,
            "year": 2023
          }
        },
        "company": {
          "employeeCountRange": {
            "start": 51,
            "end": 200
          },
          "industries": [
            "Computer Software"
          ]
        },
        "title": "Project Manager",
        "region": "urn:li:fs_region:(us,0)",
        "companyUrn": "urn:li:fs_miniCompany:98911981",
        "companyLogoUrl": "https://media.licdn.com/dms/image/D4E0BAQF8zchtb1Damw/company-logo_"
      },
      {
        "locationName": "United States",
        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,2275726909)",
        "geoLocationName": "United States",
        "geoUrn": "urn:li:fs_geo:103644278",
        "companyName": "Arez Armada",
        "timePeriod": {
          "startDate": {
            "month": 10,
            "year": 2023
          }
        },
        "company": {
          "employeeCountRange": {
            "start": 51,
            "end": 200
          },
          "industries": [
            "Computer Software"
          ]
        },
        "title": "Software Engineer",
        "region": "urn:li:fs_region:(us,0)",
        "companyUrn": "urn:li:fs_miniCompany:98911981",
        "companyLogoUrl": "https://media.licdn.com/dms/image/D4E0BAQF8zchtb1Damw/company-logo_"
      },
      {
        "locationName": "Addis Ababa, Ethiopia",
        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,2153677865)",
        "geoLocationName": "Addis Ababa, Ethiopia",
        "geoUrn": "urn:li:fs_geo:103636250",
        "companyName": "Minnovation",
        "timePeriod": {
          "endDate": {
            "month": 2,
            "year": 2024
          },
          "startDate": {
            "month": 4,
            "year": 2023
          }
        },
        "company": {
          "employeeCountRange": {
            "start": 51,
            "end": 200
          },
          "industries": [
            "Consumer Electronics"
          ]
        },
        "title": "Software Engineer",
        "region": "urn:li:fs_region:(et,0)",
        "companyUrn": "urn:li:fs_miniCompany:89554331",
        "companyLogoUrl": "https://media.licdn.com/dms/image/D560BAQGgAqkGUpxBYA/company-logo_"
      },
      {
        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,2146092421)",
        "companyName": "UnitCodex",
        "timePeriod": {
          "endDate": {
            "month": 3,
            "year": 2023
          },
          "startDate": {
            "month": 1,
            "year": 2023
          }
        },
        "title": "Full Stack Web App Developer"
      },
      {
        "locationName": "Addis Ababa",
        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,1936768320)",
        "geoLocationName": "Addis Ababa",
        "companyName": "EagleLion System Technology",
        "timePeriod": {
          "endDate": {
            "month": 1,
            "year": 2023
          },
          "startDate": {
            "month": 3,
            "year": 2022
          }
        },
        "company": {
          "employeeCountRange": {
            "start": 11,
            "end": 50
          },
          "industries": [
            "Information Technology and Services"
          ]
        },
        "title": "Frontend Developer",
        "companyUrn": "urn:li:fs_miniCompany:79709708",
        "companyLogoUrl": "https://media.licdn.com/dms/image/C4D0BAQHpegS0uq8nLg/company-logo_"
      }
    ],
    "education": [
      {
        "entityUrn": "urn:li:fs_education:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,715039316)",
        "school": {
          "objectUrn": "urn:li:school:12265",
          "entityUrn": "urn:li:fs_miniSchool:12265",
          "active": true,
          "schoolName": "Addis Ababa University",
          "trackingId": "PDfi55x6S5+uQqp6UVwb3A==",
          "logoUrl": "https://media.licdn.com/dms/image/C4E0BAQFzFF_6HzIPow/company-logo_"
        },
        "timePeriod": {
          "endDate": {
            "year": 2023
          },
          "startDate": {
            "year": 2019
          }
        },
        "degreeName": "Electrical Engineering",
        "schoolName": "Addis Ababa University",
        "fieldOfStudy": "Computer Engineering",
        "schoolUrn": "urn:li:fs_miniSchool:12265"
      }
    ],
    "languages": [],
    "publications": [],
    "certifications": [
      {
        "authority": "NVIDIA",
        "name": "Getting Started with Deep Learning",
        "timePeriod": {
          "startDate": {
            "month": 8,
            "year": 2022
          }
        },
        "licenseNumber": "35e66496eec64fb6a3163cceaf20a738",
        "company": {
          "objectUrn": "urn:li:company:3608",
          "entityUrn": "urn:li:fs_miniCompany:3608",
          "name": "NVIDIA",
          "showcase": false,
          "active": true,
          "logo": {
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          "universalName": "nvidia",
          "dashCompanyUrn": "urn:li:fsd_company:3608",
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        "displaySource": "nvidia.com",
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        "url": "https://courses.nvidia.com/certificates/35e66496eec64fb6a3163cceaf20a738/"
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        "name": "Building Real-Time Video AI Applications",
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          "universalName": "coursera",
          "dashCompanyUrn": "urn:li:fsd_company:2453129",
          "trackingId": "omx97TCLTMulUIwfOA+aMg=="
        },
        "displaySource": "coursera.org",
        "companyUrn": "urn:li:fs_miniCompany:2453129",
        "url": "https://coursera.org/share/bed13da36f138a1a26635d3b3a10b2ec"
      }
    ],
    "volunteer": [],
    "honors": [],
    "projects": [],
    "skills": [
      {
        "name": "Google Cloud Platform (GCP)"
      },
      {
        "name": "Next.js"
      },
      {
        "name": "Cross-functional Team Leadership"
      },
      {
        "name": "Event Planning"
      }
    ],
    "urn_id": "ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94"
  }
]
```

### Contact

contact the developer at coredev.dan@gmail.com

### 🔗 Related Scrapers

| Scraper Name | Description | Use Cases | Link |
|--------------|-------------|-----------|------|
| **LinkedIn Company Scraper** | Extracts comprehensive company data from LinkedIn, including name, description, industry, size, headquarters, and more. | Market research, competitor analysis, business intelligence. | [View Scraper](https://apify.com/logical_scrapers/linkedin-company-scraper) |
| **Google Maps Scraper** | Gathers business information from Google Maps, such as name, address, phone number, website, ratings, and opening hours. | Local business data collection, lead generation, market analysis. | [View Scraper](https://apify.com/logical_scrapers/google-maps-scraper) |
| **Amazon Search Scraper** | Extracts product listings from Amazon search results, including titles, prices, ratings, review counts, and product URLs. | E-commerce research, price comparison, product analysis. | [View Scraper](https://apify.com/logical_scrapers/amazon-search-scraper) |
| **Extract Emails From Any Website** | An advanced tool for extracting email addresses from websites, including JavaScript-rendered pages. | Contact collection, lead generation, web scraping. | [View Scraper](https://apify.com/logical_scrapers/extract-email-from-any-website) |

***

## other scrapers

| Scraper Name | Description | Use Cases | Link |
|--------------|-------------|-----------|------|
| **LinkedIn Company Scraper** | Extracts comprehensive company data from LinkedIn, including name, description, industry, size, headquarters, and more. | Market research, competitor analysis, business intelligence. | [View Scraper](https://apify.com/logical_scrapers/linkedin-company-scraper) |
| **Google Maps Scraper** | Gathers business information from Google Maps, such as name, address, phone number, website, ratings, and opening hours. | Local business data collection, lead generation, market analysis. | [View Scraper](https://apify.com/logical_scrapers/google-maps-scraper) |
| **Amazon Search Scraper** | Extracts product listings from Amazon search results, including titles, prices, ratings, review counts, and product URLs. | E-commerce research, price comparison, product analysis. | [View Scraper](https://apify.com/logical_scrapers/amazon-search-scraper) |
| **Extract Emails From Any Website** | An advanced tool for extracting email addresses from websites, including JavaScript-rendered pages. | Contact collection, lead generation, web scraping. | [View Scraper](https://apify.com/logical_scrapers/extract-email-from-any-website) |

## | **LinkedIn Company Posts Scraper** | Extracts the recent posts of LinkedIn company pages without logging in: text, date, reactions, comments and media. | Content monitoring, competitor tracking, social listening. | [View Scraper](https://apify.com/logical_scrapers/linkedin-company-posts-scraper) |

### Need any type of custom scraper or development needs?

[Contact me](mailto:coredev.dan@gmail.com)  :  coredev.dan@gmail.com

LinkedIn scraper, LinkedIn profile extractor, LinkedIn automation, LinkedIn data scraping, LinkedIn lead generation, LinkedIn recruiter tool, LinkedIn API alternative, LinkedIn data mining, LinkedIn company scraper, LinkedIn user scraper, LinkedIn bot, extract LinkedIn profiles, LinkedIn email scraper, LinkedIn sales navigator scraper, LinkedIn talent acquisition, LinkedIn research tool, LinkedIn outreach automation, LinkedIn intelligence, web scraping LinkedIn, LinkedIn B2B leads, LinkedIn marketing tool, LinkedIn business intelligence.

# Actor input Schema

## `profileUrls` (type: `array`):

The public URLs of the LinkedIn profiles you want to scrape.

## `cookies` (type: `array`):

Cookies are used to authorize the actor with LinkedIn.

Follow these steps to get the cookies:

1. Install EditThisCookie chrome extension
2. Login to your LinkedIn account
3. Click on the [extension](https://chromewebstore.google.com/detail/cookie-editor/hlkenndednhfkekhgcdicdfddnkalmdm) and export the LinkedIn cookies
4. Paste the copied contents here

[Video - How to get cookies (0:14)](https://www.youtube.com/watch?v=YuKp9BlVgNM)

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

Proxy settings for the scraper. Recommended to use Apify Proxy to avoid IP blocking.

## Actor input object example

```json
{
  "profileUrls": [
    "https://www.linkedin.com/in/williamhgates/"
  ],
  "cookies": [],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `overview` (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 = {
    "profileUrls": [
        "https://www.linkedin.com/in/williamhgates/"
    ],
    "cookies": []
};

// Run the Actor and wait for it to finish
const run = await client.actor("logical_scrapers/linkedin-profile-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 = {
    "profileUrls": ["https://www.linkedin.com/in/williamhgates/"],
    "cookies": [],
}

# Run the Actor and wait for it to finish
run = client.actor("logical_scrapers/linkedin-profile-scraper").call(run_input=run_input)

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

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "profileUrls": [
    "https://www.linkedin.com/in/williamhgates/"
  ],
  "cookies": []
}' |
apify call logical_scrapers/linkedin-profile-scraper --silent --output-dataset

```

## MCP server setup

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

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

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/LflIhmzXxBvoyeKpc/builds/FDOjcBA0KJSs75vrV/openapi.json