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🚀 LinkedIn Job Details Scraper

A high-speed LinkedIn job data extraction engine deployed as an Apify Actor.

Extract AI-ready job intelligence from any public LinkedIn job URL — instantly, at scale, with no setup required.

👨‍💻 About the Developer

Hi, I'm YKA_6789 — a Data Scientist and Freelance Developer specializing in Web Scraping, AI/ML Solutions, and Apify Actor Development.

I build automation and data products that are production-ready, scalable, and designed to plug directly into real business workflows. This Actor is one of several tools I've built to help teams extract structured intelligence from the web — without the overhead of maintaining scrapers in-house.

📩 For custom integrations, bulk data needs, or freelance projects — reach me at yash2492727@gmail.com

🧠 Overview

The LinkedIn Jobs Scraper is designed for:

• Job Aggregation Platforms
• Applicant Tracking Systems (ATS)
• Recruitment & HR Analytics
• Market Intelligence Platforms
• Resume–Job Matching AI Systems

✨ Features

✅ Data Coverage

1. Core Job Identity

• job_posting_id
• job_url
• job_title
• company_name
• company_linkedin_url
• job_location
• country_code

2. Job Timing & Popularity

• job_posted_text
• job_posted_date
• job_num_applicants
• promoted_by_hirer (boolean)
• actively_hiring (boolean)

3. Employment Metadata (When Available)

• job_employment_type
• workplace_type
• job_seniority_level
• job_function
• job_industries

4. Job Description Intelligence

• Full clean job description
• experience_years_min
• experience_years_max
• education_level
• skills
• certifications

5. Compensation (When Available)

• job_base_pay_range

6. Company Intelligence (Best-Effort)

• company_logo_url
• num_of_employees
• company_website (when listed)

7. Application Intelligence

• apply_method (Easy Apply / External Apply)
• apply_link
• easy_apply_enabled
• job_poster_name
• job_poster_title
• job_poster_linkedin_profile

▶️ Input Format

{
"startUrls":[
{"url":"https://www.linkedin.com/jobs/view/4319924354/"},
{"url":"https://www.linkedin.com/jobs/view/4360563087/"}
]
}

You can pass a single URL or hundreds — the Actor handles batching and concurrency automatically.

📤 Sample Output

{
"scrape_status":"success",
"job_posting_id":"4319924354",
"job_url":"https://www.linkedin.com/jobs/view/4319924354/",
"job_title":"Senior Data Engineer",
"company_name":"Acme Corp",
"company_linkedin_url":"https://www.linkedin.com/company/acme-corp/",
"job_location":"San Francisco, CA",
"country_code":"US",
"job_employment_type":"Full-time",
"workplace_type":"Hybrid",
"job_seniority_level":"Mid-Senior level",
"job_posted_date":"2025-03-14T10:00:00",
"job_num_applicants":"47 applicants",
"actively_hiring":true,
"easy_apply_enabled":true,
"apply_method":"Easy Apply",
"experience_years_min":3,
"experience_years_max":6,
"education_level":["Bachelor's","Master's"],
"skills":["Python","SQL","Spark","AWS","Kafka"],
"certifications":["AWS"],
"job_base_pay_range":"$130,000 - $160,000",
"job_description":"We are looking for a Senior Data Engineer..."
}

🏗️ Built For

⚙️ Performance

• Concurrent processing — Up to 10 parallel requests per batch
• Batch size — 50 jobs per batch with automatic pacing
• Retry logic — 3 automatic retries per job with exponential backoff
• Rate limit handling — Detects and backs off gracefully
• Typical speed — 50–100 jobs per minute on Apify cloud

🔒 Reliability & Quality

• Every job returns a scrape_status field: success or failed
• Failed jobs include an error_message for easy debugging
• Partial data always returned — no silent nulls
• Multi-fallback selector chains handle LinkedIn UI variations

❓ FAQ

Can I scrape hundreds of jobs at once? Yes. Pass all URLs in startUrls. The Actor handles batching and concurrency automatically.

Are all fields always populated? No — some fields like salary, poster info, and employee count depend on what LinkedIn makes public for that specific posting. All fields are always present in the output; missing data is returned as null.

What happens if a job is no longer available? The Actor returns a failed status with an appropriate error message. It will not crash.

How fresh is the data? Data is scraped live at the time you run the Actor — always real-time.

🛠️ Support

If you run into an issue, have a feature request, or need a custom integration — contact me through the Apify platform or directly at yash2492727@gmail.com. I respond to all messages.