Pricing

from $1.99 / 1,000 results

ZipRecruiter Scraper | $1 / 1k | Fast & Reliable

ZipRecruiter scraper extracts publicly available job listings, company names, job titles, locations, salaries (when available), posting dates, and job details 💼📊 Perfect for recruitment, talent sourcing, job market research, and employment trend analysis.

Pricing

from $1.99 / 1,000 results

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Scrapers Hub

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7 days ago

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ZipRecruiter Search Scraper (Actor)

Scrapes ZipRecruiter job-search results into structured job objects. Built with requests → curl_cffi fallback, parsel (CSS selectors), regex, and an optional proxy path for Cloudflare.

Input

{
  "queries": ["software engineer", "data analyst"],
  "location": "New York, NY",
  "radius": 25,
  "location_remote": true,
  "days": "10",
  "refineByApplyType": true,
  "limit": 1500,
  "proxy_url": null,
  "max_pages_per_query": 40
}

Field	Meaning
`queries`	One ZipRecruiter search per term.
`location` / `radius`	Base location and search radius (miles).
`location_remote`	`true` → `refine_by_location_type=remote`.
`days`	Only jobs posted in the last N days (`""` = any time).
`refineByApplyType`	Enables ZipRecruiter's apply-type refinement.
`limit`	Max jobs across all queries (deduped by listing key).
`proxy_url`	Residential/unblocker proxy — required in production (see below).

Output

One object per job, matching the reference schema:

{ job, source, company, location, compensation, employment, descriptions, application }

application.apply_url carries a base64 match_token; the scraper decodes it to recover listing_key, match_id, bid_tracking_data, and the external apply URL.
source records the search URL, page index, scrape time, and seed.

How it fetches (requests → curl_cffi → proxy)

Plain requests GET (cheapest).
On a block signature (403/429/503 or a Cloudflare interstitial), retry with curl_cffi impersonating real Chrome/Safari TLS fingerprints, cycling profiles.
All requests can route through proxy_url.

Extraction is layered so it survives markup changes: embedded application-state JSON → application/ld+json JobPosting → parsel CSS job cards.

⚠️ Cloudflare note

ZipRecruiter is behind a Cloudflare managed challenge (

cf-mitigated: challenge

) on both the web search page and the mobile API. TLS impersonation alone (curl_cffi) does not solve an active JS challenge — verified live, it returns the "Just a moment…" page. To collect real data you must supply a proxy_url that clears the challenge (residential proxy or a Cloudflare-solving unblocker/scraping API). Without it the actor runs cleanly and returns an empty dataset instead of crashing.

Run

pip install -r requirements.txt

# Standalone (reads ./INPUT.json, writes ./output/dataset.json)
python main.py
python main.py path/to/input.json

# As an Apify Actor
apify run

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