LinkedIn Jobs Scraper - Hiring Signals [NO COOKIES] ✅ avatar

LinkedIn Jobs Scraper - Hiring Signals [NO COOKIES] ✅

Pricing

$7.50 / 1,000 results

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LinkedIn Jobs Scraper - Hiring Signals [NO COOKIES] ✅

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

Unseen User

Maintained by Community

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.

EventPrice (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:

  1. 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).
  2. Pull the hiring company - feed each result's company.id into LinkedIn Company Scraper Pro for full firmographics (revenue band, tech stack, recent funding, leadership).
  3. 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.
  4. 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 pointLinkedIn (this actor)Indeed / Glassdoor scrapers
Freshness of new postingsWithin minutesHours 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 breakdownOften, employer-providedMostly 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)

  1. Create an account at harvest-api.com and copy your API key.
  2. In this actor's Settings → Environment variables, click + Add and add:
    • Name: HARVEST_API_KEY
    • Value: your Harvest API key
    • Secret: ✅ tick this
  3. 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?

ModeWhen to use it
Search jobsMost common. Run a LinkedIn search and pull the full job page for every result.
Get full details for URLsYou 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

FieldWhat it does
Job title or keywordsFree-text search, e.g. "senior backend engineer".
LocationsOne or more places. Each is searched separately and results are merged. Use cities ("Tel Aviv"), countries ("Germany"), or "Remote". Empty = worldwide.
Posted withinAny time / Past hour / Past 24 hours / Past week / Past month.

3. Job filters

FieldOptions
SeniorityInternship, Entry, Associate, Mid/Senior, Director, Executive.
Employment typeFull-time, Part-time, Contract, Internship.
WorkplaceRemote, Hybrid, On-site.

Leave any of these empty to skip that filter.

4. Advanced filters

FieldWhat it does
Sort by"Best match" (relevance) or "Newest first" (date).
Easy Apply onlyOnly jobs you can apply to with one click on LinkedIn.
Less than 10 applicantsOnly fresh listings before they get crowded.
Specific companiesFilter 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

FieldDefaultWhat it does
Max results100Stops 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):

ViewWhat it shows
OverviewCompact list - title, company, location, workplace, seniority, posted date, link.
With salaryOnly jobs that include salary info, with min/max/currency/period broken out.
By companyEach job alongside its company profile (industry, headcount, follower count, HQ).
Remote-friendlyJobs 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

FieldTypeWhat it is
jobIdstringLinkedIn's numeric job ID.
jobUrlstringCanonical LinkedIn job URL.
titlestringJob title.
jobStatestringE.g. "LISTED", "CLOSED".
isNewbooleanLinkedIn's "New" badge.
isApplicationLimitReachedbooleanTrue when the job has stopped accepting applications.
postedAtstring (ISO)When the job was first posted.
expiresAtstring (ISO)When the listing expires.
scrapedAtstring (ISO)When this row was scraped.

Description

FieldTypeWhat it is
description.htmlstringFull job description as HTML.
description.textstringSame description as plain text.

Location & workplace

FieldTypeWhat it is
location.textstringOriginal location string from LinkedIn.
location.citystringParsed city.
location.statestringParsed state / region.
location.countrystringParsed country name.
location.countryCodestringISO 3166-1 alpha-2 country code.
location.postalAddressstringPostal address if provided.
workplaceTypestringremote, hybrid, or on_site.
isRemoteAllowedbooleanLinkedIn's "remote allowed" flag.

Role

FieldTypeWhat it is
seniorityLevelstringE.g. mid_senior, entry.
employmentTypestringfull_time, part_time, contract, internship.
jobFunctionsstring[]LinkedIn job-function tags, e.g. ["Engineering", "Information Technology"].

Application

FieldTypeWhat it is
applyUrlstringURL to apply: Easy Apply URL when available, otherwise the external apply URL, otherwise the LinkedIn job page itself as a fallback.
isEasyApplybooleanAlways set. true if you can apply with one click on LinkedIn, otherwise false.
applicantCountnumberHow many people have applied so far.
viewCountnumberHow many times the job has been viewed.
applicantTrackingSystemstringE.g. "LinkedIn", "Greenhouse", "Lever" (often null for non-Easy-Apply jobs).

Compensation (salary)

FieldTypeWhat it is
salary.textstringThe original salary string LinkedIn shows.
salary.minnumberMinimum of the range.
salary.maxnumberMaximum of the range.
salary.currencystringE.g. "USD", "EUR".
salary.periodstringyearly, monthly, hourly.
salary.compensationTypestringE.g. BASE_SALARY.
salary.providedByEmployerbooleanTrue if the employer (not LinkedIn estimate) provided the range.

Company (company)

FieldTypeWhat it is
company.idstringNumeric LinkedIn company ID.
company.universalNamestringSlug from linkedin.com/company/<slug>.
company.namestringDisplay name.
company.descriptionstringFull "About" text.
company.linkedinUrlstringLinkedIn company page URL.
company.jobSearchUrlstringLinkedIn URL listing all jobs at the company (derived from linkedinUrl when not surfaced directly).
company.logoUrlstringCompany logo URL.
company.industrystringPrimary industry name.
company.industriesstring[]All industry tags.
company.employeeCountnumberExact employee count if known.
company.employeeCountRange.start / .endnumberLinkedIn size range bounds.
company.headcountstringHuman-readable range, e.g. "501-1000".
company.followerCountnumberLinkedIn followers.
company.headquartersobjectCity, state, country, countryCode, line1, line2, postalCode.
company.specialitiesstring[]Tags like ["Cloud", "AI"].

Note: Some fields are null when LinkedIn doesn't expose them on a particular job (salary, applicant tracking system, expiry date, etc. are commonly missing). The actor returns null rather than fabricating data. The salary object is null (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 * * 1-5 for 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.providedByEmployer boolean 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 > lastRunAt
. Within a single run, the actor already de-duplicates by jobId.

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 install
HARVEST_API_KEY=... npx apify run -p

Compiled output lands in dist/. Entry point is dist/main.js.


Build the complete hiring-signal sales pipeline using these companion actors from the same publisher:

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

0.2 Continuing Acceptance

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.

0.3 No Anonymous Acceptance

You cannot disclaim acceptance by:

  • Failing to read these Terms before running the Actor
  • Running the Actor through automated systems
  • 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

The Publisher's role is limited to:

(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

2.2 User Representations

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

4.5 Fraud and Deception

  • 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:

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.

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)