LinkedIn Jobs Scraper - Hiring Signals [NO COOKIES] ✅
Pricing
$7.50 / 1,000 results
LinkedIn Jobs Scraper - Hiring Signals [NO COOKIES] ✅
Bulk-extract LinkedIn job postings by keyword, company, title, or location. Get descriptions, salary ranges, seniority levels, and hiring company data. Built for sales teams using hiring signals for outbound (e.g., 'companies hiring a Head of RevOps in last 14 days') and recruiters.
Pricing
$7.50 / 1,000 results
Rating
5.0
(3)
Developer
Unseen User
Actor stats
4
Bookmarked
6
Total users
2
Monthly active users
15 minutes ago
Last modified
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LinkedIn Jobs Scraper
The freshest LinkedIn jobs scraper on Apify - turn LinkedIn job postings into structured hiring signals for B2B outbound, talent intelligence, and recruiting market research. No LinkedIn login, no cookies, no scraping infrastructure to manage. Wraps the Harvest LinkedIn jobs API and returns a fully-enriched job record (description, salary, applicant count, parsed location, full company profile) for every result.
💡 The B2B angle. What if you knew every company that just hired a Head of X or Director of Y in the last 14 days? That's a sales pipeline. New LinkedIn job postings are intent data for hiring - they tell you which teams are growing, who the new decision-maker is, and when to reach out. Use this actor as the trigger source for sales outbound, competitive talent intelligence, or recruiting data workflows. Pair it with the companion scrapers below for the full pipeline.
⚖️ By running this Actor you accept the Terms of Service and LinkedIn Jobs Scraper Addendum at the bottom of this page. Highlights: not affiliated with LinkedIn / Microsoft; you are the data controller for any personal data you collect; disputes are resolved under Israeli law in Tel Aviv-Jaffa courts; Publisher's aggregate liability is capped at the greater of $100 or 3 months of fees. Read the full text before use.
This actor uses pay-per-event pricing: you only pay for the jobs you actually pull.
| Event | Price (USD) |
|---|---|
| Job listing scraped (search) | $0.002 |
| Full job details enriched | $0.008 |
Every search result is fully enriched, so each job costs $0.002 + $0.008 = $0.010. A run that returns 1,000 jobs is therefore $10.
Use cases
- Hiring-signal sales outbound - turn "Acme just hired a Head of RevOps" into a same-day outreach trigger. Sync to Salesforce, HubSpot, Apollo, or Clay via Apify integrations.
- Competitive talent intelligence - track which roles a competitor is hiring for by company ID, with salary ranges, seniority, and team-growth trends over time.
- Market trend analysis - aggregate thousands of postings to spot which cities, functions, or employment types are growing or shrinking quarter over quarter.
- Recruiting market research - benchmark salaries, locations, and seniority requirements across an industry before posting your own role.
- Talent sourcing - find companies with open roles matching a candidate you're representing, plus applicant counts so you know how competitive each application is.
- Job-board aggregation - fill your own job board with structured, fresh LinkedIn data (full description, salary, applicant count, company info).
- Career research for individual job seekers - surface under-the-radar jobs with fewer than 10 applicants, or filter to LinkedIn Easy Apply only.
Example workflow: from job posting to sales conversation
The hiring-signal pipeline this actor unlocks. Each step feeds the next:
- LinkedIn Jobs Scraper (this actor) - run a daily search for trigger
roles you care about (e.g.
"VP Marketing", posted in the past week, US/UK only, 5,000+ employee companies). - Pull the hiring company - feed each result's
company.idinto LinkedIn Company Scraper Pro for full firmographics (revenue band, tech stack, recent funding, leadership). - Find the hire's manager - search LinkedIn Profile Scraper + Email Enrichment for the role one rung up at the same company - that's typically the buyer.
- Write the outbound - reference the exact role they just opened, the company's growth signal, and the manager's recent posts (via LinkedIn Post Search Scraper).
Result: a CRM record with role, company, and decision-maker, ready for personalised outreach the same day the job is posted.
Why LinkedIn (vs. Indeed / Glassdoor scrapers)
| Data point | LinkedIn (this actor) | Indeed / Glassdoor scrapers |
|---|---|---|
| Freshness of new postings | Within minutes | Hours to days |
| Real seniority signal (Director, VP, C-level) | ✅ structured field | ⚠️ guess from title |
| Hiring-manager / poster identity | ✅ recruiter on the post | ❌ usually anonymous |
| Decision-maker context (1 click away) | ✅ via LinkedIn graph | ❌ no graph |
| Salary breakdown | Often, employer-provided | Mostly LinkedIn-style estimates |
| Company firmographics in the same record | ✅ industry, headcount, HQ | ❌ separate lookup |
| Easy Apply / applicant-count signal | ✅ exposed | ❌ no equivalent |
LinkedIn is where the hire is announced first and where the rest of the buying committee is one hop away. That makes it the highest-signal source for sales outbound triggers and talent intelligence workflows.
Setup (1 minute)
- Create an account at harvest-api.com and copy your API key.
- In this actor's Settings → Environment variables, click + Add and add:
- Name:
HARVEST_API_KEY - Value: your Harvest API key
- Secret: ✅ tick this
- Name:
- Open the Input tab, fill in what you want, and hit Start.
Inputs
The input form is grouped into sections so you only see what's relevant.
1. What do you want to do?
| Mode | When to use it |
|---|---|
| Search jobs | Most common. Run a LinkedIn search and pull the full job page for every result. |
| Get full details for URLs | You already have a list of LinkedIn job URLs and just want them enriched. |
Both modes return the same elaborate output shape (see Outputs below).
2. Search filters
| Field | What it does |
|---|---|
| Job title or keywords | Free-text search, e.g. "senior backend engineer". |
| Locations | One or more places. Each is searched separately and results are merged. Use cities ("Tel Aviv"), countries ("Germany"), or "Remote". Empty = worldwide. |
| Posted within | Any time / Past hour / Past 24 hours / Past week / Past month. |
3. Job filters
| Field | Options |
|---|---|
| Seniority | Internship, Entry, Associate, Mid/Senior, Director, Executive. |
| Employment type | Full-time, Part-time, Contract, Internship. |
| Workplace | Remote, Hybrid, On-site. |
Leave any of these empty to skip that filter.
4. Advanced filters
| Field | What it does |
|---|---|
| Sort by | "Best match" (relevance) or "Newest first" (date). |
| Easy Apply only | Only jobs you can apply to with one click on LinkedIn. |
| Less than 10 applicants | Only fresh listings before they get crowded. |
| Specific companies | Filter to particular LinkedIn company IDs (the number from linkedin.com/company/<id>). |
5. Direct job URLs
Used by Get full details for URLs mode. You can also paste URLs in
Search jobs mode and they'll be enriched alongside the search results.
Use LinkedIn URLs like https://www.linkedin.com/jobs/view/3899901234/.
6. Limits
| Field | Default | What it does |
|---|---|---|
| Max results | 100 | Stops the actor once this many jobs are collected. |
Input examples
Example 1 - Fresh remote backend roles in Israel
{"mode": "search","searchKeywords": "backend engineer","locations": ["Tel Aviv", "Remote, Israel"],"datePosted": "past_24h","seniorityLevels": ["mid", "associate"],"workplaceTypes": ["remote", "hybrid"],"sortBy": "date","maxResults": 200}
Example 2 - Broad search across the US
{"mode": "search","searchKeywords": "data scientist","locations": ["United States"],"datePosted": "past_week","jobTypes": ["full_time"],"maxResults": 500}
Example 3 - Enrich a list of URLs you already collected
{"mode": "details","jobUrls": ["https://www.linkedin.com/jobs/view/3899901234/","https://www.linkedin.com/jobs/view/3899905678/"]}
Example 4 - Track a single company
{"mode": "search","companyIds": ["1441"],"datePosted": "past_week","maxResults": 50}
Example 5 - Find under-the-radar jobs
{"mode": "search","searchKeywords": "platform engineer","locations": ["Berlin"],"datePosted": "past_24h","easyApplyOnly": true,"under10Applicants": true,"sortBy": "date"}
Output (dataset views)
Every dataset row is a fully enriched job record - same shape whether the job came from a search or from a URL you provided. It includes everything LinkedIn exposes: full description, parsed location, salary breakdown, applicant counts, full company profile, and more.
The Apify console shows the dataset through several pre-defined views (you can switch between them with the dropdown above the table):
| View | What it shows |
|---|---|
| Overview | Compact list - title, company, location, workplace, seniority, posted date, link. |
| With salary | Only jobs that include salary info, with min/max/currency/period broken out. |
| By company | Each job alongside its company profile (industry, headcount, follower count, HQ). |
| Remote-friendly | Jobs flagged as remote-allowed, with apply-link column. |
The raw JSON (all fields, in full) is always available via the JSON tab or the dataset API.
{"jobId": "3899901234","jobUrl": "https://www.linkedin.com/jobs/view/3899901234/","title": "Senior Backend Engineer","jobState": "LISTED","isNew": true,"isApplicationLimitReached": false,"postedAt": "2026-05-03T08:14:00.000Z","expiresAt": "2026-06-02T08:14:00.000Z","description": {"html": "<p>We're looking for a senior backend engineer...</p>","text": "We're looking for a senior backend engineer..."},"location": {"text": "Tel Aviv, Israel","city": "Tel Aviv","state": "Tel Aviv District","country": "Israel","countryCode": "IL","postalAddress": null},"workplaceType": "hybrid","isRemoteAllowed": false,"seniorityLevel": "mid_senior","employmentType": "full_time","jobFunctions": ["Engineering", "Information Technology"],"applyUrl": "https://www.linkedin.com/jobs/view/3899901234/apply","isEasyApply": true,"applicantCount": 27,"viewCount": 412,"applicantTrackingSystem": "Greenhouse","salary": {"text": "$120,000.00 - $160,000.00","min": 120000,"max": 160000,"currency": "USD","period": "yearly","compensationType": "BASE_SALARY","providedByEmployer": true},"company": {"id": "1441","universalName": "acme","name": "Acme Inc.","description": "Acme has been building widgets since 1995...","linkedinUrl": "https://www.linkedin.com/company/acme/","jobSearchUrl": "https://www.linkedin.com/company/acme/jobs/","logoUrl": "https://media.licdn.com/.../logo.png","industry": "Software Development","industries": ["Software Development", "Internet"],"employeeCount": 842,"employeeCountRange": { "start": 501, "end": 1000 },"headcount": "501-1000","followerCount": 152300,"headquarters": {"city": "San Francisco","state": "California","country": "United States","countryCode": "US","line1": "100 Market Street","line2": null,"postalCode": "94105"},"specialities": ["Cloud", "AI", "Developer tools"]},"skills": [],"benefits": ["Health insurance", "Stock options"],"scrapedAt": "2026-05-04T10:21:11.482Z"}
Field reference
Top-level
| Field | Type | What it is |
|---|---|---|
jobId | string | LinkedIn's numeric job ID. |
jobUrl | string | Canonical LinkedIn job URL. |
title | string | Job title. |
jobState | string | E.g. "LISTED", "CLOSED". |
isNew | boolean | LinkedIn's "New" badge. |
isApplicationLimitReached | boolean | True when the job has stopped accepting applications. |
postedAt | string (ISO) | When the job was first posted. |
expiresAt | string (ISO) | When the listing expires. |
scrapedAt | string (ISO) | When this row was scraped. |
Description
| Field | Type | What it is |
|---|---|---|
description.html | string | Full job description as HTML. |
description.text | string | Same description as plain text. |
Location & workplace
| Field | Type | What it is |
|---|---|---|
location.text | string | Original location string from LinkedIn. |
location.city | string | Parsed city. |
location.state | string | Parsed state / region. |
location.country | string | Parsed country name. |
location.countryCode | string | ISO 3166-1 alpha-2 country code. |
location.postalAddress | string | Postal address if provided. |
workplaceType | string | remote, hybrid, or on_site. |
isRemoteAllowed | boolean | LinkedIn's "remote allowed" flag. |
Role
| Field | Type | What it is |
|---|---|---|
seniorityLevel | string | E.g. mid_senior, entry. |
employmentType | string | full_time, part_time, contract, internship. |
jobFunctions | string[] | LinkedIn job-function tags, e.g. ["Engineering", "Information Technology"]. |
Application
| Field | Type | What it is |
|---|---|---|
applyUrl | string | URL to apply: Easy Apply URL when available, otherwise the external apply URL, otherwise the LinkedIn job page itself as a fallback. |
isEasyApply | boolean | Always set. true if you can apply with one click on LinkedIn, otherwise false. |
applicantCount | number | How many people have applied so far. |
viewCount | number | How many times the job has been viewed. |
applicantTrackingSystem | string | E.g. "LinkedIn", "Greenhouse", "Lever" (often null for non-Easy-Apply jobs). |
Compensation (salary)
| Field | Type | What it is |
|---|---|---|
salary.text | string | The original salary string LinkedIn shows. |
salary.min | number | Minimum of the range. |
salary.max | number | Maximum of the range. |
salary.currency | string | E.g. "USD", "EUR". |
salary.period | string | yearly, monthly, hourly. |
salary.compensationType | string | E.g. BASE_SALARY. |
salary.providedByEmployer | boolean | True if the employer (not LinkedIn estimate) provided the range. |
Company (company)
| Field | Type | What it is |
|---|---|---|
company.id | string | Numeric LinkedIn company ID. |
company.universalName | string | Slug from linkedin.com/company/<slug>. |
company.name | string | Display name. |
company.description | string | Full "About" text. |
company.linkedinUrl | string | LinkedIn company page URL. |
company.jobSearchUrl | string | LinkedIn URL listing all jobs at the company (derived from linkedinUrl when not surfaced directly). |
company.logoUrl | string | Company logo URL. |
company.industry | string | Primary industry name. |
company.industries | string[] | All industry tags. |
company.employeeCount | number | Exact employee count if known. |
company.employeeCountRange.start / .end | number | LinkedIn size range bounds. |
company.headcount | string | Human-readable range, e.g. "501-1000". |
company.followerCount | number | LinkedIn followers. |
company.headquarters | object | City, state, country, countryCode, line1, line2, postalCode. |
company.specialities | string[] | Tags like ["Cloud", "AI"]. |
Note: Some fields are
nullwhen LinkedIn doesn't expose them on a particular job (salary, applicant tracking system, expiry date, etc. are commonly missing). The actor returnsnullrather than fabricating data. Thesalaryobject isnull(not an empty husk) when no salary info is available.
Schedule examples
Apify supports cron-style schedules. To watch a saved search and surface new
jobs every 6 hours, create a schedule with cron 0 */6 * * * and the input:
{"mode": "search","searchKeywords": "platform engineer","locations": ["Berlin"],"datePosted": "past_24h","workplaceTypes": ["remote", "hybrid"],"maxResults": 100}
Other useful cadences:
- Every hour, top of the hour -
0 * * * *for very fast-moving markets. - Daily at 07:00 UTC -
0 7 * * *for a morning recruiting digest. - Weekdays at 09:00 UTC -
0 9 * * 1-5for office-hours updates.
Combine with Apify integrations (Slack, webhook, Zapier, Make) to push new postings into the channel of your choice.
FAQ
Do I need a LinkedIn account or cookies? No. The actor calls the Harvest LinkedIn jobs API, which handles LinkedIn for you. You only need a Harvest API key.
Why is mode the first thing it asks?
The other fields don't all apply to every mode. Picking the mode first keeps
the form short and obvious.
How fresh is the data? New LinkedIn postings appear in the Harvest index within minutes of being posted on LinkedIn. The actor reads live each run - there's no cached layer between you and the latest jobs.
What's the maximum date range I can look back?
The datePosted filter exposes Past hour, Past 24 hours, Past week, and
Past month (plus Any time). LinkedIn itself doesn't expose a precise
"more than 30 days ago" filter for active jobs, so Past month is the
practical ceiling. For longer historical runs, schedule the actor weekly or
monthly and persist results to a Named Dataset.
What's the maximum number of results per search?
The actor lets you set maxResults up to 10,000 per run. Practically, a
single keyword + location pair on LinkedIn returns a few hundred to a few
thousand fresh matches. To go bigger, split your search across multiple
keywords or locations and merge the datasets - the actor de-duplicates by
jobId within a run, so you can also chain runs into one dataset.
Salary fill rates - where will I actually see salary data?
- United States, California / NY / WA / CO / IL - very high (40-90%) due to pay-transparency laws.
- United Kingdom, Germany, Netherlands - moderate (15-35%).
- Most of EU / LATAM / APAC - low (under 15%); LinkedIn shows estimates more often than employer-provided ranges.
- Israel - low to moderate (under 20%).
The
salary.providedByEmployerboolean tells you whether the range came from the employer or LinkedIn's own estimator.
How do I avoid duplicates across runs?
Use a Named Dataset and
de-duplicate by jobId downstream - or filter outputs where
postedAt > lastRunAtjobId.
What happens when I hit a rate limit?
The actor retries 429 and 5xx responses with exponential backoff (up to
five attempts), respecting Retry-After when provided.
Why are some fields null?
LinkedIn doesn't surface every field on every job. Salary, applicant count,
expiry date, and applicant tracking system are commonly missing - the actor
returns null rather than fabricating data.
Can I scrape only specific companies?
Yes - paste their LinkedIn numeric company IDs in the Specific companies
field. Find an ID in the URL linkedin.com/company/<id>.
What does each result cost? Every result is fully enriched - both pricing events fire - so each job costs $0.010 ($0.002 search + $0.008 details).
How is pagination handled?
The actor paginates the search until maxResults is reached, an empty page
is returned, or pagination metadata says there are no more pages. Multiple
locations are searched sequentially, results merged and de-duplicated.
Local development
npm installHARVEST_API_KEY=... npx apify run -p
Compiled output lands in dist/. Entry point is dist/main.js.
Related scrapers
Build the complete hiring-signal sales pipeline using these companion actors from the same publisher:
- LinkedIn Company Scraper Pro - enrich the hiring company with full firmographics (revenue, tech stack, funding, leadership).
- LinkedIn Profile Scraper + Email Enrichment - find the hire's manager, map the buying committee, get verified emails.
- LinkedIn Post Search Scraper - see what the hiring team is talking about - perfect for personalised opening lines in your outbound.
See all 16 scrapers by unseenuser →
Disclaimer & disclosure
Third-party data source. This actor calls the Harvest API, a third-party service that scrapes LinkedIn. It is not affiliated with, endorsed by, or sponsored by LinkedIn, Microsoft, or any of their subsidiaries. All trademarks belong to their respective owners.
Terms of Service. LinkedIn's User Agreement restricts automated collection of data. You are responsible for ensuring your use of this actor and the data it returns complies with:
- LinkedIn's Terms of Service and User Agreement,
- Harvest API's terms of service,
- Apify's Terms of Service,
- Your local data-protection laws (GDPR, UK GDPR, CCPA, LGPD, PIPEDA, etc.).
Use this actor only for legitimate purposes - recruiting, your own job hunt, market or competitive research, building authorised internal tools. Do not redistribute personal data scraped through this actor, send unsolicited messages to people whose details you collect, or train ML models on personal data without a lawful basis.
Data quality. LinkedIn doesn't surface every field on every job.
Salary, applicant-tracking system, expiry dates, and other fields are
commonly missing - the actor returns null rather than fabricating data.
Numbers (applicants, views, follower count) are LinkedIn's own counters as
of the moment of scraping and can change minute-to-minute. Some location
strings are country-only and won't include city or region.
Pricing. This actor is paid per event. Each fully-enriched job costs $0.010 ($0.002 search match + $0.008 enrichment), in addition to your Apify compute costs. You will also need your own Harvest API key - Harvest charges separately for API usage.
No warranty. This actor is provided as-is, without warranty of any kind. The author and Apify are not liable for any losses, downtime, ToS issues, business decisions, or legal consequences arising from use of this actor or the data it returns. The Harvest API may rate-limit, return partial data, or be unavailable; the actor retries transient failures (429 / 5xx with exponential backoff) but cannot guarantee 100% delivery.
Privacy / data subjects. If your run collects data about identifiable people (job posters, recruiters), and you are subject to GDPR or similar, you are the data controller for that data. You must determine your lawful basis (typically legitimate interest under GDPR Art. 6(1)(f)), honour deletion requests, and apply storage limitation. The actor does not deduplicate across runs - pair it with a Named Dataset or your own pipeline if you need that.
No web server. This actor runs as a one-shot batch job and does not expose a live-view web server, so no OpenAPI spec is published - runs are controlled via Apify's standard run / dataset / key-value-store APIs.
Apify Actor - Terms of Service
Version: 4.0 Effective Date: May 5, 2026
0. ACCEPTANCE BY USE - IMPORTANT
Read this section first.
These Terms of Service ("Terms") form a binding legal agreement between you ("User," "you," "your") and UnseenUser, the Publisher of this Apify actor ("UnseenUser," "the Publisher," "we," "us," "our").
0.1 How You Accept These Terms
You accept these Terms by any of the following actions, each of which constitutes a clear, affirmative act of acceptance:
(a) Running the Actor - Initiating any execution of the Actor on the Apify platform (b) Using any output returned by the Actor for any purpose (c) Continuing to access the Actor's listing or documentation after these Terms are visible
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Each time you run the Actor or use its outputs, you reaffirm your acceptance of the then-current Terms. If you do not agree to these Terms or any subsequent update, you must stop using the Actor immediately.
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You cannot disclaim acceptance by:
- Failing to read these Terms before running the Actor
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- Sharing your Apify account with others who may not have read these Terms
By the act of running the Actor on Apify, you bind yourself, your organization (if applicable), and any individuals or systems acting on your behalf or under your authority.
0.4 If You Do Not Accept
If you do not agree to these Terms, you must not run the Actor. No use is authorized without acceptance.
PREAMBLE - UNDERSTANDING THE ARCHITECTURE
Before using the Actor, please understand the technical architecture of the service:
The Data Flow
You (User) -> Apify Platform -> Actor (software) -> Third-Party API -> Source Platform|You (User) <- Apify Platform <- Actor (software) <- Third-Party API
What Each Party Does
- You (the User): Run the Actor on the Apify platform with input parameters you choose.
- Apify: Operates the cloud infrastructure that hosts and executes Actors. Apify is a Czech-incorporated company (Apify Technologies s.r.o.) governed by its own Terms of Service.
- The Publisher (us): Publishes software code (the Actor) on Apify's platform. The Actor is a thin wrapper that translates your input into requests to a third-party API and returns the API's responses to you. The Publisher does not operate scraping infrastructure. The Publisher does not store or retain data returned by the Actor. The Publisher does not see, log, or process the personal data of any individuals returned in the Actor's outputs beyond what is incidental to passing the data through.
- Third-Party API Provider: HarvestAPI or Scrape Creators. These are independent third-party companies that operate scraping infrastructure and return data from source platforms.
- Source Platform: LinkedIn, TikTok, YouTube, Reddit, Linktree, etc. These are the platforms whose publicly visible data is accessed by the Third-Party API Providers.
Why This Matters
Your relationship with the Publisher is that of a software user to a software vendor. The Publisher has the responsibilities of a software vendor (functional code, accurate documentation) and the limits of one (the Publisher is not responsible for how you use the data you obtain).
These Terms operate alongside but do not replace:
- Apify's Terms of Service and Acceptable Use Policy (governing your relationship with Apify)
- HarvestAPI Terms of Service and Scrape Creators Terms of Service (governing the underlying data infrastructure)
- Source Platform terms (LinkedIn, TikTok, etc.) governing the public data accessed
- Applicable law in your jurisdiction and the jurisdictions of data subjects
These Terms incorporate the actor-specific addendum published in each Actor's individual listing ("Addendum"). In the event of a conflict, the more restrictive provision applies.
1. NATURE OF THE SERVICE
1.1 What the Actor Is
The Actor is a software program published on the Apify platform. Each Actor:
(a) Accepts structured input from you on the Apify platform (b) Translates that input into HTTP requests to a third-party API operated by HarvestAPI or Scrape Creators (c) Receives HTTP responses from that third-party API (d) Returns the response data to you in a structured format on the Apify platform
The Actor's source code is hosted on Apify's infrastructure. The Actor runs in Apify's cloud, not on the Publisher's servers. The Publisher operates no servers running the Actor.
1.2 What the Actor Is Not
The Actor is not:
(a) A scraping tool - the Publisher does not operate scraping infrastructure, proxies, headless browsers, or fake accounts (b) A direct connection to any source platform - connections to source platforms are made by HarvestAPI / Scrape Creators (c) A data storage or data retention service - the Publisher does not maintain a database of any data the Actor returns (d) A licensed access channel to LinkedIn, TikTok, YouTube, Reddit, X (Twitter), Meta, Linktree, or any other source platform (e) Affiliated with, endorsed by, sponsored by, or authorized by any source platform
1.3 The Publisher's Limited Role
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(a) Designing and writing the Actor's source code (b) Publishing the Actor on the Apify Store (c) Maintaining the Actor (updating it when API providers change schemas) (d) Providing documentation and customer support via Apify's contact mechanism
The Publisher is a software vendor, similar to a developer who publishes an app on the Apple App Store or Google Play Store. The Publisher is not a data provider, data broker, data processor, or data controller for purposes of GDPR, CCPA, Israel's Privacy Protection Law, or equivalent.
1.4 The Third-Party API Providers' Role
HarvestAPI and Scrape Creators are independent third-party companies. They:
(a) Operate the actual data scraping infrastructure (b) Maintain relationships with source platforms (or accept the operational risk of accessing public data without such relationships) (c) Are themselves Apify publishers (HarvestAPI publishes 9+ actors directly; Scrape Creators publishes 10+) (d) Provide their own Terms of Service governing their operations (e) Are responsible for compliance obligations relating to the data collection itself
The Publisher is a customer of these providers. The Publisher is not their agent, partner, or representative.
2. WHO MAY USE THE ACTOR
2.1 Eligibility
You may use the Actor only if:
(a) You are at least 18 years old or the age of majority in your jurisdiction (b) You have legal capacity to enter into binding contracts (c) You are not located in or resident of a country subject to comprehensive sanctions by the United States, European Union, United Kingdom, or Israel (d) You are not on any prohibited persons list
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By using any Actor, you represent and warrant that:
(a) Truthful identity: Information you provide about your identity and intended use is accurate (b) Lawful intent: Your intended use complies with applicable law in your jurisdiction (c) Source platform compliance: You will independently comply with the Terms of Service of any source platform whose data you obtain through the Actor (d) Data subject rights: Where Actor outputs include personal data, you will respect data subject rights under applicable law (e) No prohibited use: You will not use the Actor for any of the purposes prohibited in Section 4
These representations are continuous - they must remain true throughout your use.
3. PERMITTED USES
The Actor may be used for any lawful purpose, including:
- Market research and competitive analysis
- Academic research
- Journalism and investigative reporting
- Internal business intelligence
- Brand monitoring
- Recruitment research where consistent with applicable employment law
- Building products that further process publicly available information lawfully
Specific permitted uses for each Actor are described in that Actor's individual listing and Addendum.
4. PROHIBITED USES
You may not use the Actor for any of the following:
4.1 Illegal Activity
Activity illegal under the law of your jurisdiction, the User's jurisdiction, or the jurisdiction of any data subjects.
4.2 Harassment, Stalking, and Personal Targeting
- Compiling profiles for harassment, stalking, or doxxing
- Tracking individuals' movements or activities without their knowledge
- Building profiles of journalists, activists, dissidents, or vulnerable populations for retaliatory purposes
4.3 Discrimination
- Using outputs for discriminatory employment, lending, housing, or insurance decisions based on protected characteristics
- Building lists for discriminatory purposes
4.4 Spam and Unsolicited Commercial Communication
- Sending unsolicited marketing in violation of CAN-SPAM, CASL, GDPR, PECR, Israeli Anti-Spam Law (סעיף 30א לחוק התקשורת), or equivalent laws
- Building "lead lists" from scraped contacts without proper consent infrastructure
- Reselling contact data for spam purposes
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- Identity theft or impersonation
- Generation of fake reviews, testimonials, or coordinated inauthentic behavior
- Election interference or political disinformation
- Securities fraud
4.6 Source Platform Abuse
- Using outputs to circumvent technical protection measures of source platforms
- Creating fake accounts on source platforms based on Actor outputs
- Vote manipulation, engagement manipulation, or platform algorithm gaming
- Building services that competitively substitute for source platforms
4.7 Reselling the Actor's Service
- Reselling raw Actor outputs as your own data product or scraping-as-a-service
- Sharing your Apify credentials to provide third parties indirect access
- Building competing API services using Actor outputs
4.8 AI Training Without Authorization
- Using Actor outputs as training data for commercial AI/ML models without separate licensing authority from the source platform
4.9 Sensitive Targeting
- Specifically targeting or profiling based on health conditions, sexual orientation, religious beliefs, political opinions, or other sensitive characteristics
- Targeting children under 16 (or local age of consent for data processing)
4.10 Privacy Law Violations
- Processing personal data of EU/UK/California/Israeli residents without complying with applicable privacy law
- Failing to honor data subject access, deletion, or objection requests
- Processing data for purposes incompatible with its publication context
5. SOURCE PLATFORM TERMS - YOUR RESPONSIBILITY
5.1 Acknowledgment
The Actor accesses publicly visible data on third-party platforms ("Source Platforms") through the Third-Party API Providers (HarvestAPI / Scrape Creators). Source Platforms include LinkedIn, TikTok, YouTube, Reddit, X (Twitter), Meta/Facebook, Linktree, Komi, Pillar, Linkbio, Linkme, and Amazon.
5.2 Your Sole Responsibility
You acknowledge:
(a) You are solely responsible for ensuring your downstream use of data obtained through the Actor complies with the Source Platform's Terms of Service (b) The Publisher makes no representation that any specific use is permitted under any Source Platform's terms (c) The Third-Party API Providers, not the Publisher, bear responsibility for the lawfulness of the data collection itself (d) You should review Source Platform terms before commercial use:
- LinkedIn: https://www.linkedin.com/legal/user-agreement
- TikTok: https://www.tiktok.com/legal/page/global/terms-of-service/en
- YouTube: https://www.youtube.com/static?template=terms
- X: https://twitter.com/en/tos
- Reddit: https://www.redditinc.com/policies/user-agreement
- Meta: https://www.facebook.com/legal/terms
- Linktree: https://linktr.ee/s/terms/
5.3 Cease-and-Desist Compliance
If you receive a cease-and-desist letter or other legal demand from a Source Platform regarding your use of Actor outputs, you must:
(a) Cease the contested use immediately (b) Notify UnseenUser within 48 hours via UnseenUser's Apify profile contact form (https://apify.com/UnseenUser) (c) Cooperate with the Publisher as needed to mitigate (d) Not assert against the Publisher any claim arising from your inability to use the Actor for that Source Platform
6. DATA PROTECTION - REFLECTING ACTUAL ARCHITECTURE
6.1 Roles Under Privacy Law
For purposes of GDPR, UK GDPR, CCPA, Israel's Privacy Protection Law (PPL) including Amendment 13, and equivalents:
- You (the User) are the Data Controller of any personal data you obtain through the Actor and subsequently process for your own purposes
- HarvestAPI and Scrape Creators are the entities that collect data from source platforms - they bear the responsibilities of data processors or controllers (depending on context) for the collection itself
- The Publisher acts solely as a software vendor, not as a data controller or processor, because the Publisher does not store, retain, or substantively process personal data - the Actor merely passes API responses through
6.2 No Data Retention by the Publisher
The Publisher confirms:
(a) The Publisher does not maintain a database of personal data obtained through the Actor (b) The Actor passes data from the Third-Party API directly to you on the Apify platform - data does not flow through the Publisher's infrastructure (c) Apify's standard execution and operational logging may include limited information about Actor runs (input parameters, run duration, data volume) - this is governed by Apify's own privacy practices (d) The Publisher does not access, view, or analyze your Actor outputs except as needed for technical support if you specifically share them with the Publisher
6.3 Your Obligations as Data Controller
Where your use of the Actor involves processing personal data, you are responsible for:
(a) Establishing a lawful basis for your processing (consent, legitimate interest with documented balancing test, contract, etc.) (b) Providing transparent notice to data subjects as required by applicable law (c) Honoring data subject access, rectification, erasure, restriction, and portability requests (d) Implementing appropriate security measures (e) Conducting Data Protection Impact Assessments where required (f) Appointing a Data Protection Officer if your operations require one (g) Registering databases with applicable supervisory authorities (h) Honoring opt-out requests for direct marketing (i) Cross-border transfer safeguards where data crosses borders
6.4 Israel's Amendment 13 - User Compliance
If your use of the Actor involves Israeli residents' personal data, you must comply with the Privacy Protection Law as amended (Amendment 13, effective August 14, 2025). These obligations are yours as the data controller, not the Publisher's as the software vendor.
6.5 Sensitive Data Targeting Restrictions
You will not use the Actor to specifically target, profile, or build datasets focused on:
- Health or medical conditions
- Religious beliefs
- Political opinions
- Sexual orientation or gender identity
- Genetic or biometric data
- Criminal history
- Children under 16
7. INTELLECTUAL PROPERTY
7.1 Actor Code
The Actor's source code, schemas, documentation, and branding are owned by the Publisher. You receive a limited, non-exclusive, non-transferable, revocable license to use the Actor for permitted purposes during your active subscription/run with Apify.
7.2 Output Data
The Publisher claims no ownership over the public data the Actor returns. Source Platforms may have copyright, database rights, or other rights in their data; data subjects may have copyright in user-generated content. Your use of output data must respect these rights independently.
7.3 Restrictions
You may not reverse engineer, decompile, or reuse the Actor's code in a competing actor.
7.4 Feedback
Feedback you provide may be used by the Publisher to improve products without compensation to you.
8. PRICING AND PAYMENT
8.1 Apify Platform Billing
Pricing is administered through Apify's pricing models. Apify processes all payments. Apify's payment terms govern refunds and disputes.
8.2 Pricing Changes
The Publisher may change Actor pricing with at least 14 days' notice via the Actor's Apify listing.
8.3 No Refunds for Misuse
If your access is suspended or terminated for breach of these Terms, you forfeit any unused balance and are not entitled to refunds.
9. SERVICE AVAILABILITY AND CHANGES
9.1 No Uptime Guarantee
The Actor depends on:
(a) The Apify platform (b) Underlying API providers (HarvestAPI, Scrape Creators) (c) Source Platforms' continued public accessibility
Any of these may change behavior, restrict access, or become unavailable without notice. The Publisher makes no uptime guarantees.
9.2 Service Discontinuation
The Publisher may discontinue any Actor at any time. Reasonable notice will be provided when feasible.
10. DISCLAIMERS
10.1 "AS IS" Service
THE ACTOR IS PROVIDED "AS IS" AND "AS AVAILABLE" WITHOUT WARRANTIES OF ANY KIND, INCLUDING WARRANTIES OF MERCHANTABILITY, FITNESS FOR PURPOSE, NON-INFRINGEMENT, OR ACCURACY OF DATA.
10.2 No Representation of Lawfulness
The Publisher makes no representation that your specific use of the Actor or the data it returns is lawful in your jurisdiction or under any Source Platform's terms. The burden of determining lawfulness for your use case is yours.
10.3 No Endorsement of Source Content
Content returned by the Actor was created by third parties. The Publisher does not endorse, verify, or take responsibility for it.
11. LIMITATION OF LIABILITY
11.1 Aggregate Liability Cap
TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, IN NO EVENT SHALL THE AGGREGATE LIABILITY OF THE PUBLISHER FOR ALL CLAIMS RELATING TO THE ACTOR EXCEED THE GREATER OF:
(a) ONE HUNDRED U.S. DOLLARS (US $100), OR (b) THE AMOUNTS YOU PAID THROUGH APIFY FOR USE OF THE ACTOR IN THE THREE (3) MONTHS IMMEDIATELY PRECEDING THE EVENT
11.2 Excluded Damages
THE PUBLISHER IS NOT LIABLE FOR INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, EXEMPLARY, OR PUNITIVE DAMAGES, OR FOR LOSS OF PROFITS, REVENUE, OR DATA, EVEN IF ADVISED OF THE POSSIBILITY.
11.3 Time Limit
Any claim must be brought within one (1) year of the event.
12. INDEMNIFICATION
12.1 Your Indemnification of the Publisher
You agree to defend, indemnify, and hold harmless the Publisher from any:
- Claims arising from your use of the Actor
- Claims arising from your violation of these Terms
- Claims arising from your violation of any law (including privacy law)
- Claims arising from your violation of any Source Platform's Terms of Service
- Claims arising from your processing of personal data obtained through the Actor
- Reasonable attorneys' fees and costs of defending such claims
12.2 Defense
The Publisher may assume defense at your expense. You will cooperate with the Publisher's defense.
12.3 Scope
The indemnification covers reasonable, foreseeable third-party claims arising from your use. It does not extend to:
- Claims arising from the Publisher's gross negligence or willful misconduct
- Claims regarding the Actor's source code itself (those are the Publisher's responsibility)
- Claims regarding the Third-Party API Provider's data collection (those are their responsibility)
13. SUSPENSION AND TERMINATION
13.1 Termination by the Publisher
The Publisher may terminate your access for material breach, illegal use, breach of warranty, or upon credible legal demand.
13.2 Effects of Termination
Your license ends, you must cease use, and applicable provisions survive.
13.3 Termination by You
You may stop using the Actor at any time on Apify.
14. DISPUTE RESOLUTION
14.1 Informal Resolution First
Send a detailed written description of the dispute via UnseenUser's Apify profile contact form (https://apify.com/UnseenUser) and wait 60 days for resolution attempt before any formal claim.
14.2 Governing Law
These Terms are governed by the substantive laws of the State of Israel, without regard to conflict of law principles.
14.3 Exclusive Jurisdiction
Any dispute shall be brought exclusively in the competent civil courts of Tel Aviv-Jaffa, Israel.
14.4 No Class Actions
You agree to bring claims only in your individual capacity.
14.5 Attorneys' Fees
The prevailing party recovers reasonable attorneys' fees.
15. MISCELLANEOUS
15.1 Entire Agreement
These Terms (with Addendum and incorporated documents) are the entire agreement.
15.2 Severability
Unenforceable provisions are reformed to the minimum extent or severed.
15.3 Assignment
You may not assign without the Publisher's consent. The Publisher may assign to affiliates, successors, or acquirers.
15.4 Force Majeure
Neither party is liable for failure due to events beyond reasonable control, including changes by Source Platforms or Third-Party API Providers, or actions by Apify.
15.5 Third-Party Beneficiaries
Apify, HarvestAPI, and Scrape Creators are intended third-party beneficiaries of Sections 4 (Prohibited Uses), 5 (Source Platform Compliance), and 12 (Indemnification).
15.6 Survival
Sections 0 (Acceptance), 4, 5, 6, 7, 10, 11, 12, 14, and 15 survive termination.
15.7 Language
English controls. Translations are for convenience only.
15.8 Publisher Identification for Legal Process
The Publisher operates on the Apify platform under the username UnseenUser (https://apify.com/UnseenUser). The Publisher is a registered legal entity. Upon receipt of valid legal process (subpoena, court order, or equivalent) directed through Apify's official channels, the Publisher's full legal identity may be disclosed as required by law. This Section ensures that you have a valid path to legal recourse if needed.
16. ACKNOWLEDGMENT
By using any Actor, you acknowledge that:
(a) You have read these Terms (b) You understand the architecture: you are using software (the Actor) on Apify's platform that calls third-party APIs (c) You accept responsibility for your use, including for compliance with Source Platform terms (d) Your indemnification obligations cover third-party claims arising from your use (e) Disputes are resolved in Israeli courts (f) The Publisher's identity, while not publicly disclosed in this listing, can be obtained through valid legal process via Apify
For questions, use UnseenUser's Apify profile contact form (https://apify.com/UnseenUser) before running the Actor.
These Terms reflect best practices for anonymous Apify actor publishing as of May 2026. Not a substitute for legal advice. Consult qualified Israeli commercial counsel before deploying.
🛡️ Actor-Specific ToS Addendum - LinkedIn Jobs Scraper
This addendum supplements the Master Terms of Service V4.0. By running this Actor, you accept both the Master ToS and this addendum.
A. Architectural Disclosure
This Actor is a software wrapper. It accepts your input parameters, calls the
HarvestAPI /linkedin/job-search and /linkedin/job endpoints, and returns
the response data to you on the Apify platform. The Publisher does not store,
log, or substantively process the data returned. The data flows from
HarvestAPI through Apify's runtime directly to you.
B. Nature of Data Returned
The Actor returns:
- Job listing data - predominantly business information about open positions
- Company information associated with job postings
- Limited personal data - typically including names of recruiters, hiring managers, or contact persons listed publicly on LinkedIn job posts
Where the Actor's output includes individual recruiters or hiring managers, those names constitute personal data subject to GDPR, CCPA, and Israeli Privacy Protection Law in your downstream processing - but only in your hands as the data controller, not in the Publisher's hands as the software vendor.
C. Permitted Use Cases
You may use this Actor for:
- Job market research and salary analysis
- Recruiter intelligence (understanding which companies hire what roles)
- Building job aggregator websites that respect LinkedIn's terms
- Internal HR competitive analysis
- Career research for individual job seekers
- Academic research on labor markets
D. Specifically Prohibited Uses
In addition to Master ToS Section 4 prohibitions, you may NOT:
- Send unsolicited recruiting outreach to recruiters or hiring managers identified through this Actor without complying with applicable anti-spam laws (CAN-SPAM, GDPR, Israeli Anti-Spam Law)
- Build "candidate-targeting" tools that match individuals to jobs without their consent
- Republish full job descriptions in a way that competes with LinkedIn's job board
- Aggregate and resell raw job data without adding substantial value
- Use job listings to identify and discriminate against current employees of named companies
E. LinkedIn Platform ToS Considerations
LinkedIn's User Agreement governs your use of LinkedIn data. This Actor accesses publicly visible job posting data via HarvestAPI - HarvestAPI bears responsibility for the lawfulness of the data collection. Your downstream use, however, is solely your responsibility:
- LinkedIn may consider commercial use of job data to violate their User Agreement
- If LinkedIn issues a cease-and-desist regarding data obtained via this Actor, notify UnseenUser within 48 hours via the Apify profile contact form (https://apify.com/UnseenUser) and cease your use immediately
- The Publisher bears no responsibility for downstream LinkedIn enforcement actions against you
F. Data Subject Considerations
Where Actor outputs include names, photos, or contact information of individuals (recruiters, hiring managers):
- You are the data controller for any subsequent processing
- You must establish a lawful basis for processing under GDPR/CCPA/Israeli law
- You must honor data subject rights (access, deletion, objection)
- You must comply with anti-spam laws for any outreach
- You may not use this data for purposes incompatible with the data's original publication context (i.e., job listings)