LinkedIn Jobs Scraper: titles, companies, salaries and descriptions

Get LinkedIn job listings as clean data: job title, company, location, posted date, salary when shown, seniority, employment type, industries, applicant count and the full job description. Search by keywords and location, or paste a LinkedIn job search link.

You pay only for real, unique jobs. Duplicates, jobs removed by your filters and failed requests are free, and limits are exact.

What you can use it for

• Job market research: count openings by title, city or company and track how they change week to week.
• Salary research: collect posted pay ranges for a role across cities.
• Recruiting and sales leads: find companies hiring for a skill you place or a product you sell.
• Job boards and alerts: feed fresh postings from the last 24 hours into your own site, sheet or Slack channel.
• Career planning: compare seniority levels, industries and requirements in job descriptions.

How to use it

1. Enter Keywords (for example data analyst) and a Location (for example London).
2. Pick Date posted and set Max jobs.
3. Turn on Include full description if you need the job text, seniority, employment type and applicant count.
4. Optionally add filters: Remote jobs only, Job type, Experience level.
5. Click Start, then download the results as Excel, CSV, JSON or HTML, or read them through the API.

You can also paste one or more LinkedIn job search links (linkedin.com/jobs/search?keywords=...). Their keywords, location, date and company filters are used.

Input

Field	What it does	Default
keywords	Job title, skill or company, e.g. python developer
location	City, region or country, e.g. Berlin. Empty means worldwide
maxItems	Jobs saved in the run, across all searches, enforced exactly (1 to 5,000)	100
datePosted	any, 24h, week or month	any
includeDescription	Open each job page for the description and job details	off
remoteOnly	Keep only jobs marked or described as remote	off
jobType	full-time, part-time, contract, temporary, internship, volunteer, other	any
experienceLevel	internship, entry, associate, mid-senior, director, executive	any
startUrls	LinkedIn job search links

Example input:

{
    "keywords": "data analyst",
    "location": "London",
    "datePosted": "week",
    "maxItems": 200,
    "includeDescription": true
}

Output

One row per job. Example from a live run (description shortened):

{
    "jobId": "4484203926",
    "title": "Senior Data Analyst",
    "company": "Imperial College London",
    "companyUrl": "https://uk.linkedin.com/school/imperial-college-london",
    "location": "London Area, United Kingdom",
    "isRemote": false,
    "postedDate": "2026-10-27",
    "postedText": "2 days ago",
    "salary": "£59,808.00/yr - £71,793.00/yr",
    "seniority": "Associate",
    "employmentType": "Full-time",
    "jobFunction": null,
    "industries": "Higher Education",
    "applicantsText": "Over 200 applicants",
    "description": "Job number: BUS00907\nSalary or Salary range: £59,808 - £71,793 per annum\nPosting End Date: 10 Nov 2026\n\nAbout the role\n\nReady to turn data into insights...",
    "descriptionHtml": "<p>Job number: <strong>BUS00907</strong></p>...",
    "applyMethod": "external",
    "applyUrl": "https://www.linkedin.com/jobs/view/4484203926",
    "jobUrl": "https://www.linkedin.com/jobs/view/4484203926",
    "companyLogo": "https://media.licdn.com/dms/image/v2/D4E0BAQGOM2ioD3Ym6w/company-logo_100_100/...",
    "benefits": null,
    "searchInput": "data analyst in London",
    "scrapedAt": "2026-10-30T17:16:57.293Z"
}

Always filled from the search results: jobId, title, company, companyUrl, location, isRemote, postedDate (ISO date), postedText, jobUrl, companyLogo, searchInput, scrapedAt. salary and benefits (e.g. "Actively Hiring") appear when LinkedIn shows them.

With Include full description on, each job also gets description (plain text), descriptionHtml, seniority, employmentType, industries, applicantsText, applyMethod (external when the employer's own site takes applications, linkedin for LinkedIn's apply form) and more salaries, since many pay ranges appear only on the job page. In our London test 45 of 200 jobs had a salary.

Each run also writes a SUMMARY record to the key-value store with, per search: jobs found, delivered, skipped (duplicates, filters, unreadable pages), pages read and why it stopped.

Pricing

Pay per event, no start fee:

• $0.40 per 1,000 jobs (job)
• $0.60 per 1,000 full descriptions (job-details), only for jobs where a description was saved

A job with its full description costs $1.00 per 1,000. Your spending limit is respected exactly.

Fair billing

• No charge for duplicates: a job found twice, on two pages or by two searches, is saved and charged once.
• No charge for jobs removed by your remote, job type or experience filters, even though the Actor had to open their pages to check.
• No charge for failed requests, and no description charge when a job page could not be read.
• When LinkedIn finds nothing and shows unrelated "similar jobs" instead, they are dropped.
• Limits are exact: ask for 20 jobs, get 20, never 21.
• The run stops cleanly at your spending limit, without going over.

Integrations

• API: start runs and read results with the Apify API or the JavaScript and Python clients.
• Zapier, Make, n8n: send new jobs to Google Sheets, Airtable, Slack, a CRM or any app.
• MCP: use the Actor from AI assistants through the Apify MCP server.
• Schedules and webhooks: run a search every morning and get notified when it finishes.

FAQ

Do I need a LinkedIn account or cookies? No. The Actor reads only the public job pages LinkedIn shows to logged-out visitors. It never logs in, so no account is at risk.

How many jobs can I get per search? LinkedIn shows about 1,000 jobs per search to logged-out visitors. For more, split the search by city, by date posted, or by related keywords. Jobs found twice are saved once and charged once.

How do the remote, job type and experience filters work? LinkedIn's public search currently ignores these filters, so the Actor applies them itself. Job type and experience are read from each job page. Remote jobs are recognized when the title or location says remote, or the description clearly states it (for example "fully remote" or "this position is remote"). LinkedIn does not show its workplace label to logged-out visitors, so a few remote jobs that never say so in the text can be missed. Strict filters scan more pages and take longer, but you only pay for jobs that match.

Why is applyUrl usually the LinkedIn job page? LinkedIn shows the employer's own application link only to signed-in members. The Actor returns it when it is on the public page and otherwise the LinkedIn job page, where the Apply button is. applyMethod tells you whether applications go to an external site.

Why is jobFunction empty? LinkedIn currently leaves job function off its public job pages. The field is filled when it appears.

How fresh is the data? Every run reads LinkedIn live. Use datePosted: 24h on a daily schedule to get only new jobs.

Can I paste a LinkedIn search link? Yes. Search on linkedin.com/jobs, copy the address of the results page and paste it into LinkedIn job search links. Links to single job pages or other sites are skipped with a warning.

Is scraping LinkedIn jobs legal? The Actor collects only public job postings, not personal profiles. Check the rules that apply to your use, especially if you republish the data.