LinkedIn Jobs Scraper + Apollo Enrichment

Scrape LinkedIn job listings from search URLs or direct job page URLs — no login, no cookies required. Automatically enriches company data and finds decision maker contacts via Apollo.io.

Built by Minkesh Patel | minkesh.patel@getoncrm.com | +917405042484

✨ Key Features

• No login required – uses LinkedIn's public guest API
• Dual input modes – bulk scrape from search URLs OR scrape specific job pages
• Full job details – title, company, location, salary, description, employment type, seniority, industry
• Job poster info – recruiter name, title, and LinkedIn URL (via secondary page fetch)
• AI-ready summary – each job includes a pre-formatted jobSummary field ready to paste into any AI tool
• Google Sheets ready – flat JSON, exportable as CSV in one click
• Auto-deduplication – no duplicate jobs even across multiple search pages
• Pagination support – automatically scrapes multiple pages to reach your maxJobs target
• Location & filter aware – respects location, remote/on-site, job type, date posted, and experience level filters from your search URL
• Apollo company enrichment – website, phone, employee count, industry, tech stack, and more
• Apollo contact enrichment – find decision makers by title at each company (FREE with Apollo key)

📋 Output Fields

Field	Description
jobId	LinkedIn job ID
jobUrl	Direct link to the job posting
title	Job title
companyName	Company name
companyLinkedinUrl	LinkedIn company page URL
jobLocation	Job location
postedAt	When the job was posted
applicantsCount	Number of applicants
employmentType	Full-time, Part-time, Contract, etc.
seniorityLevel	Entry, Mid, Senior, Director, etc.
jobFunction	Job function category
industries	Industry category
salary	Salary range (if listed)
applyUrl	External apply link
jobPosterName	Recruiter / hiring manager name
jobPosterTitle	Recruiter / hiring manager title
jobPosterLinkedinUrl	Recruiter LinkedIn profile URL
descriptionText	Full job description text
jobSummary	AI-ready pre-formatted summary
apolloCompanyId	Apollo.io company ID
companyWebsite	Company website
companyPhone	Company phone number
companyEmployeeCount	Number of employees
companyIndustry	Industry (from Apollo)
companyCity / companyState / companyCountry	Company location
companyDescription	Company description
companyTwitterUrl	Company Twitter/X URL
companyFacebookUrl	Company Facebook URL
companyAnnualRevenue	Annual revenue (from Apollo)
companyTechStack	Technologies used (from Apollo)

⚙️ Input Parameters

Parameter	Type	Default	Description
searchUrls	array	—	One or more LinkedIn job search URLs. Apply all your filters in LinkedIn first, then copy the URL.
directJobUrls	array	—	Direct LinkedIn job page URLs to scrape specific postings.
maxJobs	integer	25	Maximum number of jobs to scrape. The actor paginates automatically (10 jobs per page) to reach this limit.
scrapeJobDetails	boolean	true	Fetch full job description and metadata. If disabled, only basic info is returned.
includeJobSummary	boolean	true	Add a pre-formatted jobSummary field to each result.
apolloApiKey	string	—	Your Apollo.io API key. Required for company and contact enrichment.
enrichContacts	boolean	false	Enable Apollo People Search to find decision makers at each company. FREE – no Apollo credits required. Requires apolloApiKey and contactTitles to be set.
contactTitles	array	—	Job titles to search for at each company (e.g. ["VP of Sales", "CTO", "Director of Engineering"]). Required when enrichContacts is true.
contactsPerCompany	integer	3	Max contacts to find per company (1–10).
enrichContactEmails	boolean	false	Fetch verified email addresses for each contact. Costs 1 Apollo credit per contact.
enrichContactPhones	boolean	false	Fetch phone numbers for each contact. Costs 1 Apollo credit per contact.
requestDelayMin	integer	3000	Minimum delay between requests in ms (recommended: 3000+).
requestDelayMax	integer	8000	Maximum delay between requests in ms.

🔍 How Location & Filters Work

The actor reads all filter parameters directly from your search URL — location, remote/on-site, job type, date posted, experience level, etc. are all passed through automatically.

Best practice: Go to linkedin.com/jobs/search, apply all the filters you need using LinkedIn's UI, then copy the full URL and paste it into searchUrls.

Example URL with filters:

https://www.linkedin.com/jobs/search/?keywords=Salesforce+Revenue+Cloud&location=Texas&f_WT=2&f_JT=F&f_TPR=r2592000

• location=Texas → filters to Texas
• f_WT=2 → Remote only
• f_JT=F → Full-time only
• f_TPR=r2592000 → Posted in last 30 days

💡 Example API Payload

{
  "searchUrls": [
    "https://www.linkedin.com/jobs/search/?keywords=Salesforce%20Revenue%20Cloud%20Developer&location=Texas&f_WT=2&f_JT=F&f_TPR=r2592000"
  ],
  "maxJobs": 25,
  "scrapeJobDetails": true,
  "includeJobSummary": true,
  "apolloApiKey": "YOUR_APOLLO_API_KEY",
  "enrichContacts": true,
  "contactTitles": ["VP of Sales", "CTO", "Director of Engineering", "Head of Salesforce"],
  "contactsPerCompany": 3,
  "enrichContactEmails": true,
  "enrichContactPhones": false,
  "requestDelayMin": 3000,
  "requestDelayMax": 8000
}

📝 Notes

• Job poster fields (jobPosterName, jobPosterTitle, jobPosterLinkedinUrl) are fetched from the full public job page. They may be empty if LinkedIn requires login to view the recruiter card for that posting.
• Apollo People Search is FREE — finding contacts does not consume Apollo credits. Only email enrichment (enrichContactEmails) and phone enrichment (enrichContactPhones) cost credits (1 credit per contact).
• maxJobs is now fully respected — the actor paginates through LinkedIn search results (10 per page) until it reaches your target or LinkedIn runs out of results.
• Rate limiting — keep requestDelayMin at 3000ms or higher to avoid being blocked by LinkedIn.
• Contacts are output to a separate dataset named linkedin-contacts for easy access.