HelloWork Jobs Scraper — France Hiring Data
Pricing
from $3.00 / 1,000 hellowork job record scrapeds
HelloWork Jobs Scraper — France Hiring Data
Search public HelloWork France job listings. Return normalized job titles, employers, locations, contracts, salaries, descriptions, posting dates, and direct listing URLs for recruiting and job-market research.
Pricing
from $3.00 / 1,000 hellowork job record scrapeds
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Developer
Khadin Akbar
Maintained by CommunityActor stats
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Monthly active users
2 days ago
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HelloWork Jobs Scraper
Search public HelloWork France job listings and export normalized hiring data for recruiters, job-market analysts, and AI workflows.
Use this Actor when you need public French vacancies by role or skill, such as data engineer, with an optional city or region. It returns one dataset record per public listing with its title, employer, location, contract, public salary, posting date, description, and direct HelloWork URL.
It does not apply for jobs, sign in, collect applicant data, or bypass access controls.
Input
{"searchQuery": "data engineer","location": "Paris","maxResults": 50,"includeJobDetails": true,"responseFormat": "concise"}
maxResults caps both output rows and row-level events. Set includeJobDetails to false for fast search-card data. Use concise descriptions for agent workflows and detailed for up to 5,000 characters of public job text.
Output
Every row is a validated public job record. Stable fields include jobId, title, companyName, location, employmentType, salaryText, postedAt, description, jobUrl, and scrapedAt. Fields not published by HelloWork are explicitly null; the Actor never guesses salary, employer details, or an external apply link.
The default key-value store also holds:
OUTPUT— compact machine-readable outcome.RUN_SUMMARY— pages, detail enrichment, validated writes, event counts, warnings, and errors.
The possible outcomes are COMPLETE, PARTIAL, VALID_EMPTY, INVALID_INPUT, UPSTREAM_FAILED, and CONFIG_ERROR. A successful empty search is distinct from an upstream failure. When useful public records were collected despite individual request failures, they are retained with a PARTIAL outcome.
Cost
The Actor is priced through Pay per event + platform usage. It charges $0.00005 once at start and $0.003 only after each validated public job record is saved. Apify compute and proxy usage are additional where enabled in the Actor’s live pricing configuration.
Limitations
HelloWork can change public search pages, ranking, pagination, and data availability without notice. Salary, dates, company websites, and job descriptions appear only when HelloWork publishes them. The scraper uses French residential proxies when available and falls back to respectful public requests if proxy setup is unavailable.
Development
npm installnpm testnpm run build
Keep the Actor private until its cloud release evidence passes and you have added an icon and chosen to publish it yourself.