LinkedIn Jobs Scraper

Price for a 1000 jobs ≈ $0.3 using datacenter proxies.

The LinkedIn job scraper allows you to collect jobs in 2 ways:

1. By providing one or more start URLs, or
2. By entering keyword-based search queries.

You can use either method individually or combine both.

Input

The LinkedIn scraper's input schema is highly customizable and divided into three main sections:

🔗 URLs-Based Search

• startUrls: Add one or more LinkedIn Job Search URLs where the scraper will start crawling. The URLs can be constructed using the LinkedIn search engine, located at https://www.linkedin.com/jobs/search.

🗝️ Keyword-Based Search

• keywords: Define the list of job keyword for search (e.g., ["Software Engineer", "Data Scientist", ...]).
• location: Specify the job search location. For example, you want to look for jobs in a specific city.
• publishedAt: Limit job postings based on how recently they were published, in days.

⚙️ General Settings

These settings are applied for both type of search.

• saveOnlyUniqueItems: Prevent duplicate entries from being saved. The default is false.
• maxItems: Limit the total number of jobs to scrape. The Default is unlimited.

Output Sample

1[
2	{
3        "jobId": "4128577661",
4        "jobTitle": "Data Engineer (Snowflake Expert )",
5        "location": "Toronto, Ontario, Canada",
6        "postedTime": "6 days ago",
7        "publishedAt": "2025-01-18T00:00:00.000Z",
8        "jobUrl": "https://ca.linkedin.com/jobs/view/data-engineer-snowflake-expert-at-virtual-labs-it-consulting-4128577661?trk=public_jobs_topcard-title",
9        "companyName": "Virtual Labs IT Consulting",
10        "companyUrl": "https://ca.linkedin.com/company/virtuallabs?trk=public_jobs_topcard-org-name",
11        "jobDescription": "Need solid Snowflake DE.\n\nLocation – Toronto, Canada\n\n\n\nJD:\n\n\n\n7+ Years of experience as a snowflake Data Engineer on the projects of Data Warehousing,\nExperienced in Data Transformation from legacy system (Netezza, DB2, Oracle, SQL-server) to cloud DW-Snowflake & Data Modernization.\nStrongly skilled on Snowflake data warehouse, Snowsql, Airflow, Hive, Snow pipe, SQL developer, Big Data Analytics & cloud services like Hive.\n\n\nSkills\n\nSnowflake Data Warehousing\nPython\nSnowsql, Hive, Airflow.\nSnow pipe.\nData Warehousing and ETL\nJira, GitHub and ServiceNow.\nShow more Show less",
12        "applicationsCount": "",
13        "contractType": "Contract",
14        "experienceLevel": "Associate",
15        "workType": "Information Technology",
16        "sector": "IT Services and IT Consulting",
17        "salary": "",
18        "posterFullName": "Aamir Khan",
19        "posterProfileUrl": "https://ca.linkedin.com/in/aamirkhan-4u",
20        "companyId": "96316109",
21        "applyUrl": "https://ca.linkedin.com/jobs/view/data-engineer-snowflake-expert-at-virtual-labs-it-consulting-4128577661?trk=public_jobs_topcard-title",
22        "applyType": "EASY_APPLY",
23        "benefits": ""
24    },
25...
26]