HelloWork Jobs Scraper | France Jobs, Salaries & All Filters

What does HelloWork Jobs Scraper do?

HelloWork Jobs Scraper extracts job listings from HelloWork (hellowork.com), one of France's biggest job boards, with the site's complete filter set. Every job comes back as a clean record of 86 structured fields, from salary (including HelloWork's own estimate when the pay is hidden) and remote-work mode to skills, education and experience, plus an optional profile of every employer. It needs no code, and output goes to JSON, CSV, Excel, the API or an AI agent.

Give it a keyword and a location, or just press Start. You can also paste HelloWork search URLs (your filters carry over) or single job URLs.

New to Apify? Sign up free and use the included monthly platform credit to try this Actor. No credit card needed.

Why this scraper

• 🎚️ Every HelloWork filter — 12 site filters plus keyword and location, applied on HelloWork itself, so you only pay for jobs you actually want.
• ⚡ Fast & low-cost — a lightweight scraper with no browser, so large runs stay cheap.
• 🧾 Rich, typed records — 86 structured fields per job, not raw page text.
• ♻️ Cheap to monitor — incremental mode returns only what changed.
• 🔔 Notifications built in — Telegram, Slack, Discord, WhatsApp or any webhook.
• 🤖 AI- & API-ready — compact output, MCP-friendly, one-click integrations.

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What data can you extract from HelloWork?

Every record carries 86 fields grouped like this:

Group	What you get
Job & contract	Title, URL, job ID, contract type (CDI, CDD, intérim, alternance, stage, freelance…), contract length ("6 mois", and in days) when stated, employment type, working time (full/part-time), remote-work mode plus isRemote / isHybrid flags, job function, industry, direct-apply flag, the employer's job reference, tags
Salary	Salary as displayed, numeric min and max, period, currency, plus salaryIsEstimate marking the site's own estimate on jobs that don't post pay, and that estimate on its own: median and 10th–90th percentiles
Location	Display location, city, département code, postal code, region, country, and the street address and latitude/longitude when the posting shows a map
Requirements	Experience in HelloWork's own label ("Exp. 5 ans min.") and in months, education levels ("Bac +5") and credentials, skills list
Company	Company name, employer type (direct employer, recruitment agency, temp agency, IT services firm, training centre), Super-recruiter badge, company page URL, logo — and with Add company profiles: open jobs, headcount band (with min/max), founding year, headquarters, revenue (text and €), remote-work policy, average age and tenure, gender split, gender-equality index and the benefits they list
Dates, description & tracking	Posted date in UTC plus the site's "posted … ago" text, expiry date, full description as plain text, HTML and Markdown, and change-tracking fields for monitoring (changeType, first/last-seen dates, expiry date, repost detection)

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Key features

• 🎚️ The full HelloWork filter set — job function (34 options), industry (26), experience, employer type, radius, working time, Super-recruiter, minimum salary, date posted, contract type (all 11), remote work and sorting — plus salary shown (posted pay, or HelloWork's estimate) and exclude keywords filters.
• 🏭 Company profiles — optional employer profile on every job: headcount, revenue, benefits and more.
• 🏢 Skip the agencies — keep only direct employers; every record says who is hiring (company, recruitment or temp agency, IT services firm, training centre).
• 🏠 Remote mode and working time on every job — straight from the search results, so you get them even with details off.
• 💶 Salary coverage beyond what's posted — when the pay is hidden you still get HelloWork's own estimate, clearly flagged.
• 🔎 Search or URL scraping — several keywords × several locations in one run (merged and de-duplicated), or paste HelloWork search and job URLs.
• ♻️ Incremental monitoring with alerts — get only new, changed, reappeared and expired jobs, pushed to Telegram, Slack, Discord, WhatsApp or any webhook.
• 📓 Straight into Notion — every job becomes a page in your Notion database as the run goes, with typed, filterable columns created for you.

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🚀 How to scrape HelloWork

1. Open the Actor and enter keywords (e.g. développeur) and a location (e.g. Lyon), or paste a HelloWork search URL.
2. Pick any filters: contract, remote work, job function, employer type, minimum salary and more.
3. Set Max results and choose whether to fetch full details.
4. (Optional) Turn on incremental mode and a notification channel, then Schedule it.
5. Click Start, watch results stream into the Output tab, and download them as JSON, CSV or Excel or pull them from the API.

No login, no cookies, no setup. Leave the input empty and you get the 25 newest jobs in France.

Quick-start example input

{
  "query": "développeur",
  "location": "Lyon",
  "radiusKm": "20",
  "contractTypes": ["CDI"],
  "remoteWork": ["Partiel", "Complet"],
  "employerTypes": ["Entreprises"],
  "minAnnualSalary": 45000,
  "maxResults": 100
}

This finds up to 100 permanent (CDI) developer jobs within 20 km of Lyon that offer hybrid or full remote work, pay at least 45k a year, and are posted by the employer itself rather than a recruitment agency.

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Input

Configure it in the visual editor with no code, or pass JSON via the API. 46 inputs are available, grouped exactly as in the Actor's input form.

🔎 Search

Field	Type	What it does
query	string	Job title, skill or company, e.g. développeur, comptable, infirmier. Separate several with commas: each runs separately and results are merged and de-duplicated.
location	string	City, département number or region, e.g. Lyon, 75, Île-de-France. Comma-separate several; every keyword runs in every location. Empty = all of France.
radiusKm	enum	0 (city only), 10, 20, 50 or 100 km around the city. HelloWork widens to 20 km by default.
startUrls	array	HelloWork search URLs (all site filters kept) or single job URLs.
maxResults	integer	Cap on jobs returned across all searches (default 25, 0 = unlimited).
ignoreUrlFailures	boolean	Skip URLs that can't be read instead of failing the run.

🎚️ HelloWork filters

All applied on HelloWork itself except Salary shown, which the Actor applies, so you never pay for a filtered-out job. Multi-select filters are OR'ed within a filter.

Field	Type	What it does
contractTypes	array	CDI, CDD, Intérim, Stage, Alternance, Freelance, Indépendant, Franchise, Associé, Fonctionnaire, Stage de lycée (11 values).
remoteWork	array	Full remote, partial remote (hybrid), occasional remote, on-site only.
workingTime	array	Full-time, part-time, not specified.
experienceLevels	array	Beginners welcome, 0–1, 2–3, 4–5, 6–10, 10+ years, not specified.
postedWithin	enum	Any time, last 24 hours, last 3 days, last week, last month.
minAnnualSalary	integer	Only jobs paying at least this much per year, e.g. 40000.
salaryFilter	enum	any (default), withSalary (a posted salary or HelloWork's estimate) or postedOnly (the employer published the pay). Jobs without one are skipped and never charged.
excludeKeywords	string	Skip jobs whose title contains any of these words, e.g. stage, alternance, senior (case and accents ignored). Skipped jobs are never charged.
jobFunctions	array	The site's "Fonction" filter, 34 values: IT & software development, sales, accounting & finance, healthcare, logistics, HR, engineering and more.
industries	array	The site's "Secteur" filter, 26 values: banking & insurance, construction, IT services, public hospitals, retail and more.
employerTypes	array	Direct employers, recruitment agencies, temp agencies, IT services firms (ESN), training centres.
superRecruiterOnly	boolean	Only employers HelloWork badges as "Super recruteur".
sortBy	enum	date (newest first, default: every matching job once) or relevance (HelloWork's order; skips 2–4% of jobs).

📄 Output

Field	Type	What it does
includeDetails	boolean	Open each job page for the description and extra fields (on by default). Off = fastest, cheapest runs.
includeCompanyProfile	boolean	Add each employer's company profile (fields listed under Output). One extra page per company per run; needs full details on. Off by default.
descriptionFormat	enum	all, text, html or markdown.
descriptionMaxLength	integer	Cut the description and candidate profile to this many characters (empty or 0 = full text).
compact	boolean	Core fields only: title, company, location, contract, remote, salary, date, URL. Ideal for AI agents and MCP clients.
excludeEmptyFields	boolean	Drop null/empty fields for cleaner output.

♻️ Incremental monitoring

Field	Type	What it does
incrementalMode	boolean	Compare against the previous run and emit only what changed (see the monitoring section).
stateKey	string	Stable name for the tracked search (auto-derived if blank).
emitUnchanged / emitExpired	boolean	Also emit UNCHANGED jobs / jobs that disappeared since the last run.
skipReposts	boolean	Drop jobs re-posted under a new ID (same title, company and location as a job seen in an earlier run). Skipped before their page is opened, so they cost nothing.

🔔 Notifications

Credentials are secret inputs: encrypted at rest, masked in the UI and never written to the run log.

Field	Type	What it does
telegramToken + telegramChatId	string	Telegram bot token + chat or channel ID.
slackWebhookUrl / discordWebhookUrl	string	Incoming webhook URL.
whatsappPhoneNumberId + whatsappAccessToken + whatsappTo	string	WhatsApp Cloud API phone number ID, access token and recipient number(s).
webhookUrl + webhookHeaders	string / object	POST structured JSON anywhere: n8n, Make, Zapier.
notificationLimit	integer	How many jobs to include per message (default 5).
notifyOnlyChanges	boolean	In incremental mode, alert only on NEW, UPDATED and REAPPEARED jobs.

📓 Send results to Notion

Field	Type	What it does
notionApiKey	string	Internal integration secret from notion.so/my-integrations (starts with ntn_). Connect the integration to your database (⋯ → Connections).
notionDatabaseId	string	The database URL or its 32-character ID. It can start empty — columns are created on the first run.
notionCreateProperties	boolean	Create any missing columns with the right Notion type (on by default). Off = write only into columns you made.

⚙️ Advanced

Field	Type	What it does
proxyConfiguration	object	Optional; not needed normally.
maxRequestRetries	integer	Retries per failed request (default 3).

More example inputs

Nurses and care jobs across three regions, posted in the last 24 hours:

{
  "query": "infirmier, aide-soignant",
  "location": "Île-de-France, Auvergne-Rhône-Alpes, Occitanie",
  "postedWithin": "24h",
  "workingTime": ["ft"],
  "maxResults": 500
}

Daily monitoring of new accounting jobs in Paris from direct employers, with Slack alerts:

{
  "query": "comptable",
  "location": "75",
  "jobFunctions": ["Compta_gestion_finance_audit"],
  "employerTypes": ["Entreprises"],
  "incrementalMode": true,
  "emitExpired": true,
  "slackWebhookUrl": "https://hooks.slack.com/services/..."
}

---

Output

Each dataset item is one HelloWork job. Every record carries the core fields from the search results; Fetch full details (on by default) adds the description, skills, education, experience, industry, employer details and dates. A real record with company profiles on (long text shortened):

{
  "id": "83585312",
  "url": "https://www.hellowork.com/fr-fr/emplois/83585312.html",
  "title": "Ingénieur - Ingénieure Observabilité H/F",
  "company": "Capgemini",
  "location": "Lille - 59",
  "city": "Lille",
  "departmentCode": "59",
  "postalCode": "59000",
  "region": "Hauts-de-France",
  "contractType": "CDI",
  "workingTime": "Temps plein",
  "remoteWork": "Télétravail occasionnel",
  "isRemote": false,
  "isHybrid": true,
  "salaryText": "Estimation Hellowork → 33 200 - 48 800 € / an",
  "salaryMin": 33200,
  "salaryMax": 48800,
  "salaryPeriod": "YEAR",
  "salaryCurrency": "EUR",
  "salaryIsEstimate": true,
  "salaryEstimateP25": 33200,
  "salaryEstimateP75": 48800,
  "postedAt": "2026-09-21T10:56:51Z",
  "validThrough": "2026-10-21T10:56:51Z",
  "experienceText": "Exp. 1 à 7 ans",
  "experienceMonths": 12,
  "experienceYearsMin": 1,
  "experienceYearsMax": 7,
  "educationLevels": ["Bac +5"],
  "skills": ["Ansible", "Prometheus", "PowerShell", "API", "AWS", "Grafana", "Instrumentation", "Kubernetes", "Node.js", "Optimisation des performances", "Python", "Scripting", "Java", "Monitoring", "Docker"],
  "industry": "Secteur informatique, ESN",
  "employerType": "ESN",
  "isSuperRecruiter": false,
  "jobReference": "241411 44456342",
  "companyUrl": "https://www.hellowork.com/fr-fr/entreprises/capgemini-france-6026.html",
  "companyLogo": "https://f.hellowork.com/img/entreprises/160_160/193881.png",
  "companyOpenJobs": 545,
  "companyFoundedYear": 1967,
  "companyHeadquarters": "Issy-les-Moulineaux - 92",
  "companyRevenue": "22 Milliards d'euros",
  "companyRevenueEur": 22000000000,
  "companyRemotePolicy": "Télétravail partiel possible",
  "companyAverageAge": 37,
  "companyMenPercent": 67,
  "companyWomenPercent": 33,
  "companyBenefits": ["Formations et certifications (Azure, AWS, GCP, SAP...)", "Couverture santé et prévoyance", "Télétravail entre 20% et 70% du temps", "Prime de participation et d'intéressement"],
  "description": "Les missions du poste — Choisir Capgemini, c'est choisir une entreprise où vous serez en mesure de façonner votre carrière selon vos aspirations. Avec le soutien et …",
  "qualifications": "Votre profil — * Formation : Bac +5 en informatique, en technologie de l'information ou dans un domaine connexe. — * Expérience : A minima 5 ans d'expérience dans la …",
  "searchKeyword": "ingénieur",
  "searchUrl": "https://www.hellowork.com/fr-fr/emploi/recherche.html?k=ing%C3%A9nieur",
  "source": "hellowork.com",
  "scrapedAt": "2026-09-29T20:19:19.762365+00:00"
}

The description also comes as descriptionHtml and descriptionMarkdown (choose with descriptionFormat).

Data fields

• Core (from search results): id, url, title, company, location, city, departmentCode, contractType, contractDuration, contractDurationDays, workingTime, remoteWork, isRemote, isHybrid, salaryText, salaryMin, salaryMax, salaryIsEstimate, postedAgo, postedAt, isSuperRecruiter, companyLogo.
• Details (with includeDetails): salaryEstimateMedian, salaryEstimateP10/P25/P75/P90, salaryEstimatePeriod, description, descriptionHtml, descriptionMarkdown, qualifications (the "profil recherché" candidate profile, on about 4 in 5 jobs), skills, experienceText, experienceMonths, experienceYearsMin, experienceYearsMax, educationLevels, educationCredentials, industry, occupationalCategory, employmentType, validThrough, jobReference, directApply, tags.
• Company: company, employerType, isSuperRecruiter, companyUrl, companyLogo.
• Company profile (with includeCompanyProfile): companyOpenJobs, companyHeadcount, companyHeadcountMin, companyHeadcountMax, companyFoundedYear, companyHeadquarters, companyRevenue, companyRevenueEur, companyRemotePolicy, companyAverageAge, companyAverageTenureYears, companyMenPercent, companyWomenPercent, companyParityIndex, companyBenefits. Coverage varies by employer: open jobs almost always, HQ, founding year and headcount ~85%, benefits about half, revenue and gender split about one in four.
• Location: postalCode, region, country, plus streetAddress, latitude, longitude when the posting shows a map.
• Tracking: source, searchKeyword, searchLocation, searchUrl (the results page the job was found on), scrapedAt, detailFetched, contentHash, plus the monitoring fields described below.

Missing values are null; compact and excludeEmptyFields trim the record (see Input). The Output tab also has a ready-made Overview table view.

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♻️ How to monitor HelloWork with incremental mode

Schedule the Actor and turn on incremental mode: each run compares against the last and emits only what changed. Unchanged jobs are recognised from the search results before their job page is opened and are never charged, so after the first run you pay only for new or changed jobs.

Every record then carries changeType:

• NEW: first time this search has seen the job.
• UPDATED: title, company, place, contract, working time, remote mode or salary changed.
• REAPPEARED: the job had disappeared and is back (within 60 days).
• UNCHANGED: only emitted with emitUnchanged.
• EXPIRED: gone since the last run, with expiredAt; only emitted with emitExpired.

firstSeenAt, lastSeenAt and previousSeenAt show how long each job stays open. A job that an employer re-posts under a new ID (same title, company and location) is flagged with isRepost, repostOfId and repostDetectedAt, or dropped entirely with Skip reposts.

Setting up scheduled monitoring

1. Configure your keywords, locations and filters. Posted within: last 24 hours works well for daily runs.
2. Turn on Incremental mode. To be told when jobs close, also turn on Include expired records and set Max results to 0: expiries are only reported when a run covers the whole search, since a job past the cap isn't gone.
3. Run it once to seed the baseline.
4. Open the Schedules tab and set a recurring run (e.g. hourly or daily).
5. Optionally add an alert channel (next section).

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🔔 How to set up HelloWork alerts

Get pinged the moment a matching job appears on HelloWork: ✈️ Telegram, 💬 Slack, 🎮 Discord, 🟢 WhatsApp or any 🪝 webhook (n8n, Make, Zapier). Fill in only the channels you want (the fields are listed under Input → Notifications); a failing channel never stops the run. Pair it with incremental mode to hear only about genuinely new or changed jobs, with no duplicates across runs.

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💡 What can you do with HelloWork data?

Find jobs before everyone else

Run a daily search on your role, region and minimum salary and get new HelloWork postings pushed to Telegram or Slack. Filter out agencies and on-site roles so every alert is worth opening.

Recruitment and staffing lead generation

Every record names the hiring company, its employer type and its HelloWork company page; company profiles add headcount, revenue and open-job counts to size each lead.

Salary benchmarking in France

Numeric min/max salaries by contract, job function, industry, experience and département turn thousands of postings into a pay grid. Benchmark on posted pay only, or add HelloWork's estimate percentiles for wider coverage.

Labour-market, remote-work and skills research

Track how many jobs each region, industry or job function opens every week, the share of hybrid and full-remote roles, and which skills and diploma levels (Bac +2 to Bac +5) employers ask for.

Feed AI agents and LLM pipelines

Send compact JSON into an LLM, an MCP tool or a vector store for job matching or CV tailoring.

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💰 How much does it cost to scrape HelloWork?

This Actor uses Apify's pay-per-event model: a small fee when a run starts, plus a fee for each job returned. See the Actor's Pricing tab for the current numbers. They're shown live there, so this page never goes out of date.

Three things cut your bill:

• Filters: jobs you filter out (including Salary shown and Exclude keywords) are never billed.
• Incremental mode: after the first run you pay only for new or changed jobs.
• Details off: for pure volume or counting work, switch off full details for the fastest runs.

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🔌 Integrations & export

Export to JSON, CSV or Excel, or use the API. Runs on a schedule, connects to Google Sheets, Make, Zapier and n8n, and works as an MCP tool for AI agents.

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🔗 Using the API

Run this Actor from your own code. Example with the Apify Python client:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_API_TOKEN>")

run_input = {
    "query": "développeur",
    "location": "Lyon",
    "contractTypes": ["CDI"],
    "remoteWork": ["Partiel", "Complet"],
    "maxResults": 50,
}

run = client.actor("corvuslab/hellowork-scraper").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"], item["company"], item["salaryText"])

It also works with the JavaScript/TypeScript client, the Apify CLI and the REST API.

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❓ FAQ

How many jobs can I get? As many as your search matches, up to 20,000 per run. Set maxResults (0 = unlimited). With full details on, a run handles several thousand jobs per hour, so raise the run timeout for very large pulls. A run with no keyword and no location covers all of France, which is hundreds of thousands of jobs, so add filters or a cap.

Why did my Lyon search return jobs in Villeurbanne and other nearby towns? HelloWork searches 20 km around a city by default. Set Search radius to City only (0 km) for exact matches, or widen it to 50 or 100 km.

What does salaryIsEstimate mean? When an employer doesn't post a salary, HelloWork often shows its own estimate. We return it in salaryMin/salaryMax with salaryIsEstimate: true, and on its own as a median and 10th–90th percentiles (salaryEstimate…). In our tests close to 9 in 10 detailed jobs came with a numeric salary, roughly a third of them estimates.

Why is remoteWork or employerType empty on some jobs? Both are only filled when the posting states them; a null remote mode usually means on-site or unspecified. To target remote roles, use the Remote work filter.

Why are latitude, longitude and streetAddress often empty? They only exist when the posting shows a map (about one job in five). City, postal code, département and region are filled on nearly every job.

Does it return recruiter emails or phone numbers? No. HelloWork doesn't publish recruiter contact details on its job pages, and applications go through the site. You do get the company name, employer type, company page and the direct-apply flag.

Are posting dates accurate? Yes. postedAt and validThrough are real UTC timestamps, and postedAgo keeps the site's own French "posted … ago" text.

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⚖️ Is it legal to scrape HelloWork?

This Actor collects only publicly available job listings. You're responsible for how you use the data, in particular any personal information, and for complying with HelloWork's terms and applicable law, including the GDPR. Not affiliated with, endorsed by or sponsored by HelloWork.

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