💼 LinkedIn Job Changes & Company Hiring Signals

Search public LinkedIn job listings and turn them into monitoring data: complete job details, new/updated fingerprints, and company-level hiring signals across roles, locations and remote work.

More than a job export

Commodity LinkedIn job scrapers return one row per listing. This Actor additionally deduplicates overlapping keyword searches, fingerprints material fields for scheduled change detection, and groups the live result set into company hiring summaries with active-job count, remote share, location breadth and top roles.

Job fields

• Stable LinkedIn job ID, canonical URL and every matching search keyword
• Title, company, company URL, location and posting date
• Full clean description and original description HTML
• Salary text plus parsed minimum, maximum, currency and pay period when disclosed
• Required-skill tags, benefits, seniority, employment type, functions and industries
• Applicant text, Easy Apply signal and application URL when publicly exposed
• Workplace type plus new, updated or unchanged state

Company signal fields

• Active matching jobs in this search window
• Remote-job count and remote share
• Unique location count
• Most frequently hired titles, locations and skills
• Disclosed-salary coverage across the company's matching roles

🔄 Monitoring

Save the input as an Apify Task and enable onlyChanges. The first run records a baseline and emits the current listings as new; unchanged subsequent runs emit nothing and incur no result-event charges. When listings change, only new or materially updated jobs and affected company summaries are emitted.

🚀 Example

{"keywords":["machine learning engineer","AI engineer"],"location":"United States","datePosted":"week","workplaceType":"remote","includeDescriptions":true,"onlyChanges":false,"emitCompanySummaries":true,"maxJobs":100}

💰 Pricing

Pay per delivered job and per company hiring summary. Duplicate searches, filtered listings and failed detail pages are not charged as extra results. Apify's maximum-charge limit is honored during dataset writes.

The Actor reads LinkedIn's signed-out public jobs surface and does not require a LinkedIn account or session cookie.

📥 Complete input reference

Field	Type	Default	Purpose
keywords	array	["AI engineer"]	One or more job searches, such as AI engineer, video editor or sales development.
location	string	"United States"	City, country or region used by LinkedIn search.
datePosted	string	"week"	Restrict listings by age.
workplaceType	string	"all"	All, remote, hybrid or on-site listings.
includeDescriptions	boolean	true	Fetch each job page for description, criteria, salary text and application link.
onlyChanges	boolean	false	Use with a saved Task: first run establishes the baseline; later runs emit new and changed listings.
emitCompanySummaries	boolean	true	Add grouped hiring signals per company for the selected search window.
maxJobs	integer	100	Hard cap after deduplication across keyword searches.

📤 Complete output reference

The default dataset is exportable as JSON, CSV, Excel, XML or RSS. Fields remain stable for scheduled runs and API integrations.

Field	Type
recordType	string
jobId	string
changeType	string
jobTitle	string
companyName	string
companyUrl	string
location	string
workplaceType	string
postedAt	string
postedText	string
salaryText	string
employmentType	string
seniorityLevel	string
industries	array
jobFunction	array
skills	array
benefits	array
applicantText	string
salaryMin	number / null
salaryMax	number / null
salaryCurrency	string
salaryPeriod	string
easyApply	boolean
descriptionText	string
descriptionHtml	string
applyUrl	string
jobUrl	string
searchKeywords	array
activeJobCount	integer / null
remoteJobCount	integer / null
remoteShare	number / null
uniqueLocationCount	integer / null
topTitles	array
topLocations	array
topSkills	array
salaryCoveragePercent	number / null
scrapedAt	string

🔌 API & integrations

Run this Actor from the Apify Console, API, CLI, MCP, Make, Zapier or n8n. Replace the Actor identifier and token in this template:

curl -X POST "https://api.apify.com/v2/acts/linkedin-job-change-hiring-signal/runs?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

Results are stored in the run's default dataset and can be forwarded with Apify webhooks or scheduled Tasks.

🔎 Search keywords

LinkedIn Job Changes & Company Hiring Signals, linkedin, job, changes, company, hiring, signals, change, signal, Apify Actor, scraper API, structured data, scheduled monitor, automation.