Welcome to the Jungle Jobs Scraper — Europe Jobs & Salaries
Pricing
from $2.68 / 1,000 job scrapeds
Scrape job listings from Welcome to the Jungle (France, Spain, Czechia, Slovakia, UK) by keyword, location, contract and remote policy. Get salaries, full descriptions, benefits, apply links and company data as clean JSON.
All notable changes to this actor are documented here. The format follows Keep a Changelog and the actor uses MAJOR.MINOR versions as required by the Apify platform.
query, aroundQuery, refinementList[...] parameters).actor-start ($0.01), job-scraped ($0.002), job-with-description ($0.001 add-on).STATS key-value record (logged every 30 s), including categorised error counters and budgetReached.SiteAdapter interface (src/sites/) so other regional boards can be added as one adapter each./api/env) instead of being hard-coded, and are re-read once if they rotate mid-run. The key is referer-restricted, so requests send the site's Origin/Referer, exactly as the browser does. analytics: false keeps scraper traffic out of the site's search analytics.__NEXT_DATA__. The spec assumed a Next.js __NEXT_DATA__ payload. The current site has none: job pages embed a React Query cache in window.__INITIAL_DATA__ (a double-encoded JSON string). The primary detail source is the site's public, unauthenticated JSON endpoint api.welcometothejungle.com/api/v1/organizations/{org}/jobs/{slug}, which returns the same object. The HTML __INITIAL_DATA__ parser is kept as a fallback. Both are unit-tested against saved fixtures.202 with x-amzn-waf-action: challenge and a JavaScript proof-of-work page. Those responses (and 200-status challenge pages) are classified as blocked and retried with a new session/IP and exponential backoff. If details still fail, the job is emitted with search data only (detailsScraped: false) and no description add-on is charged.SessionPool and Apify's ProxyConfiguration still provide session and IP rotation. No browser (Playwright) is used.maxJobs is the "max results" field. The actor spec calls it maxJobs with default 100. It takes the place of the generic maxResults (default 50) convention.country is the site edition, not a country filter. Algolia exposes one index per UI language (wttj_jobs_production_{fr,en,es,cs,sk}) over the same jobs. Country filtering is done through Location. The cz input maps to the site's cs locale.Actor.pushData succeeds. Affordability is checked up front for both the base event and the add-on (serialised by a mutex so concurrent workers can't overshoot). If only the base event fits, the description is stripped instead of emitted uncharged. actor-start is guarded by a key-value flag so platform migrations don't double-charge.proxyConfiguration defaults to RESIDENTIAL. If the account can't use residential proxies, the run falls back to the default Apify Proxy with a warning instead of failing (src/utils/proxy.ts). Payloads are small JSON (~50 KB per job), so residential bandwidth costs stay low (~50 MB per 1,000 jobs).reference), persisted with Actor.useState so a migrated run never re-emits or re-charges a job.location.allLocations.npm audit reports a moderate advisory in stream-json (GHSA-528h-pc64-c93x), a transitive dependency of @crawlee/core. Crawlee only uses it (via StreamArray, not the affected pick/ignore/filter/replace filters) to deserialize its own RequestList state, which this actor does not use. It is accepted until an upstream Crawlee release bumps it.