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URL: https://apify.com/blackfalcondata/ziprecruiter-job-scraper

⇱ ZipRecruiter.com Scraper | Scrape 7 Country Job Listings Β· Apify


πŸ‘ ZipRecruiter Job Scraper πŸ’° $0.99/1K β€” 7 Country Markets avatar

ZipRecruiter Job Scraper πŸ’° $0.99/1K β€” 7 Country Markets

Pricing

from $0.99 / 1,000 results

Go to Apify Store

ZipRecruiter Job Scraper πŸ’° $0.99/1K β€” 7 Country Markets

Scrape ZipRecruiter (ziprecruiter.com) across 7 countries (US, GB, IE, IN, DE, FR, NZ). Salary and benefits data for US, geo-coordinates and job descriptions for all markets. Incremental mode detects new and changed listings, plus lean output for AI agents and MCP workflows.

Pricing

from $0.99 / 1,000 results

Rating

0.0

(0)

Developer

πŸ‘ Black Falcon Data

Black Falcon Data

Maintained by Community

Actor stats

3

Bookmarked

20

Total users

10

Monthly active users

22 hours

Issues response

6 days ago

Last modified

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What does ZipRecruiter Job Scraper do?

ZipRecruiter Job Scraper extracts structured job data from ziprecruiter.com β€” including salary data, apply URLs, company metadata, full descriptions, and location data. It supports keyword search, location filters, and controllable result limits, so you can run the same query consistently over time. The actor also offers detail enrichment (full descriptions and company metadata) where the source provides them.

How to use this actor

  • πŸ‘‰ Register for a free Apify account β€” no credit card required.
  • πŸŽ‰ Just click Sign up free on Apify β†’ and complete a quick signup.
  • πŸ’° A free Apify account includes $5 in monthly credits β€” enough to test this actor.
  • ⏳ Scrape during the free trial, with no commitment or upfront payment required.

Key features

  • 🌎 7-market coverage β€” search ZipRecruiter in the US, GB, IE, IN, DE, FR, and NZ from one actor, with consistent output fields across markets.
  • πŸ“‹ Detail enrichment β€” include descriptions, geo fields, apply links, company metadata, benefits, and salary where the source provides them.
  • πŸ’° Salary-aware output β€” capture disclosed salary ranges, currency, interval, and estimated/provided flags for compensation analysis.
  • ♻️ Incremental mode β€” emit NEW, UPDATED, and REAPPEARED listings by default, with optional UNCHANGED and EXPIRED records.
  • πŸ”” Notifications β€” send results to Telegram, Slack, Discord, WhatsApp Cloud API, or a generic webhook.
  • πŸ“¦ Compact mode β€” return core fields only for AI agents, MCP workflows, ATS imports, and lightweight dashboards.
  • πŸ“€ Export anywhere β€” download JSON, CSV, or Excel, stream via the Apify API, or send a run summary to supported app connectors.

What data can you extract from ziprecruiter.com?

Each result includes Core listing fields (jobId, title, location, addressLocality, addressRegion, stateCode, postalCode, and addressCountry, and more), detail fields when enrichment is enabled (benefits, description, descriptionHtml, descriptionMarkdown, and descriptionSnippet), apply information (directApply and applyUrl), and company metadata (company, companyWebsite, and companyLogoUrl). In standard mode, all fields are always present β€” unavailable data points are returned as null, never omitted. In compact mode, only core fields are returned.

Enable detail enrichment in the input to get richer fields such as full descriptions and company metadata where the source provides them.

Input

The main inputs are a search keyword, an optional location filter, and a result limit. Additional filters and options are available in the input schema.

Key parameters:

  • query β€” Job search keywords.
  • country β€” Which market to search. Note: US requires additional account configuration β€” use GB, IE, IN, DE, FR, or NZ for self-service access. (default: "IE")
  • location β€” City, state, or region.
  • sort β€” How to sort results. (default: "")
  • openToRemote β€” Expand results by ~70% to include remote-eligible listings. Uses hidden open_to_remote param. (default: false)
  • radius β€” Search radius around location in km. Only used when location is set.
  • maxResults β€” Maximum total results (0 = unlimited). (default: 25)
  • includeDetails β€” Fetch full job details. (default: true)
  • descriptionMaxLength β€” Truncate description to N chars. 0 = no truncation. (default: 0)
  • compact β€” Core fields only (for AI-agent/MCP workflows). (default: false)
  • incrementalMode β€” Compare against previous run state. (default: false)
  • stateKey β€” Optional stable identifier for the tracked search universe. Leave empty to auto-derive a stable identifier from your search inputs β€” different keyword/location/filter combinations get isolated state automatically.
  • ...and 16 more parameters

Input examples

Basic search β€” Keyword-driven search with a result cap.

β†’ Full payload per result β€” all standard fields populated where the source provides them.

{
"query":"software engineer",
"maxResults":50
}

Incremental tracking β€” Only emit jobs that changed since the previous run with this stateKey.

β†’ First run builds the baseline state. Subsequent runs emit only records that are new or whose tracked content changed. Set emitUnchanged: true to include unchanged records as well.

{
"query":"software engineer",
"maxResults":200,
"incrementalMode":true,
"stateKey":"software-engineer-tracker"
}

Compact output for AI agents β€” Return only core fields for AI-agent and MCP workflows.

β†’ Small payload with the most important fields β€” ideal for piping into LLMs without token overhead.

{
"query":"software engineer",
"maxResults":50,
"compact":true
}

Output

Each run produces a dataset of structured job records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

Example job record

{
"jobId":"8ae79fde0840d601a406b2a5e978deb5290621880ec26bb12bd56a975a456c0b",
"title":"Full Stack Software Engineer (TS/SCI with Poly)",
"company":"Vantor",
"companyWebsite":"/co/Vantor/Jobs",
"location":"Springfield, VA US 22150",
"addressLocality":"Springfield",
"addressRegion":"Virginia",
"stateCode":"VA",
"postalCode":"22150",
"addressCountry":"US",
"salaryMin":113000,
"salaryMax":165000,
"salaryCurrency":"USD",
"salaryInterval":"year",
"salaryEstimated":false,
"employmentType":"Full Time",
"locationType":"in person",
"benefits":[
"retirement"
],
"description":"<div><p>Vantor is forging the new frontier of spatial intelligence, helping decision makers and operators navigate what’s happening now and shape what’s coming next.  Vantor is a place for problem sol...",
"descriptionMarkdown":"<div><p>Vantor is forging the new frontier of spatial intelligence, helping decision makers and operators navigate what’s happening now and shape what’s coming next.  Vantor is a place for problem sol...",
"contentHash":"8caa06135f8913155175963a34c4137881f88547795048261b0c0080b51efb91",
"descriptionSnippet":"We&#39;re hiring a solution driven <b>Software Engineer</b> to work onsite with U.S. Government customers to create technology solutions for data collection, data analytics, data visualization, and us...",
"directApply":false,
"applyUrl":"https://www.ziprecruiter.com/job-redirect?match_token=CpcBChZkYVJ6UUNYTmgtUjY1N2R3b055R2FBEiQwMTllYTg3OS05ZDljLTcyZDItODNjMC0yNjlkNTllOTdjOWQaU0FBRk52ZVJKdDJtZHpqZUp5RDZLZDFnWWt4UldqR3pVcWZTRzQtV2gyMV...",
"datePosted":"2026-06-02",
"lastRefreshedAt":"2026-06-02",
"url":"https://www.ziprecruiter.com/c/Vantor/Job/Full-Stack-Software-Engineer-(TS-SCI-with-Poly)/-in-Springfield,VA?jid=f5c35ba5b615da19",
"portalUrl":"https://www.ziprecruiter.com/c/Vantor/Job/Full-Stack-Software-Engineer-(TS-SCI-with-Poly)/-in-Springfield,VA?jid=f5c35ba5b615da19",
"scrapedAt":"2026-06-08T18:20:51.613Z",
"source":"www.ziprecruiter.com",
"extractedUrls":[
"https://www.Vantor.com/careers"
]
}

Incremental fields

When incremental mode is on, each record also carries:

  • changeType β€” one of NEW, UPDATED, UNCHANGED, REAPPEARED, EXPIRED.
  • firstSeenAt, lastSeenAt β€” ISO-8601 timestamps tracking the listing across runs.
  • isRepost, repostOfId, repostDetectedAt β€” populated when a new listing matches the tracked content of a previously expired one. Set skipReposts: true to drop detected reposts from the output.

How to scrape ziprecruiter.com

  1. Go to ZipRecruiter Job Scraper in Apify Console.
  2. Enter a search keyword and optional location filter.
  3. Set maxResults to control how many results you need.
  4. Enable includeDetails if you need full descriptions, company data.
  5. Click Start and wait for the run to finish.
  6. Export the dataset as JSON, CSV, or Excel.

Use cases

  • Extract job data from ziprecruiter.com for market research and competitive analysis.
  • Track salary trends across regions and categories over time.
  • Monitor new and changed listings on scheduled runs without processing the full dataset every time.
  • Auto-apply or feed apply URLs into your ATS / hiring pipeline.
  • Research company hiring patterns, employer profiles, and industry distribution.
  • Use structured location data for regional analysis, mapping, and geo-targeting.
  • Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
  • Export clean, structured data to dashboards, spreadsheets, or data warehouses.

How much does it cost to scrape ziprecruiter.com?

ZipRecruiter Job Scraper uses pay-per-event pricing. You pay a small fee when the run starts and then for each result that is actually produced.

  • Run start: $0.005 per run
  • Per result: $0.00099 per job record

Example costs:

  • 10 results: $0.015
  • 25 results: $0.03
  • 100 results: $0.1
  • 200 results: $0.2
  • 500 results: $0.5

Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of listings that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency β€” the scenarios below are examples, not predictions.

Example setup: 100 results per run, daily polling (30 runs/month). Event-pricing examples scale linearly with result count.

Churn rateFull re-scrape run costIncremental run costSavings vs full re-scrapeMonthly cost after baseline
5% β€” stable niche query$0.10$0.00995$0.09 (90%)$0.30
15% β€” moderate broad query$0.10$0.02$0.08 (81%)$0.60
30% β€” high-volume aggregator$0.10$0.03$0.07 (67%)$1.04

Full re-scrape monthly cost at daily polling: $3.12. First month with incremental costs $0.39 / $0.68 / $1.11 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply.

FAQ

How many results can I get from ziprecruiter.com?

The number of results depends on the search query and available listings on ziprecruiter.com. Use the maxResults parameter to control how many results are returned per run.

Does ZipRecruiter Job Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed listings on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

Can I integrate ZipRecruiter Job Scraper with other apps?

Yes. ZipRecruiter Job Scraper works with Apify's integrations to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

Can I use ZipRecruiter Job Scraper with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the Apify API. Client libraries are available for JavaScript, Python, and other languages.

Can I use ZipRecruiter Job Scraper through an MCP Server?

Yes. Apify provides an MCP Server that lets AI assistants and agents call this actor directly. Use compact mode, descriptionMaxLength, a single descriptionFormat, and excludeEmptyFields to keep payloads manageable for LLM context windows.

Is it legal to scrape ziprecruiter.com?

This actor extracts publicly available data from ziprecruiter.com. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

Your feedback

If you have questions, need a feature, or found a bug, please open an issue on the actor's page in Apify Console. Your feedback helps us improve.

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Getting started with Apify

New to Apify? Create a free account with $5 credit β€” no credit card required.

  1. Sign up β€” $5 platform credit included
  2. Open this actor and configure your input
  3. Click Start β€” export results as JSON, CSV, or Excel

Need more later? See Apify pricing.

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