# France Travail Jobs Scraper - Search & Job Details (`scrapingmonkey/france-travail-scraper`) Actor

Scrape France Travail vacancies with keyword and location filters. Extract job details, employers and requirements for French hiring analysis. Choose the collection mode and set a result limit for each input.

- **URL**: https://apify.com/scrapingmonkey/france-travail-scraper.md
- **Developed by:** [ScrapingMonkey](https://apify.com/scrapingmonkey) (community)
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

Collect public job listings and detailed vacancies with **France Travail Scraper**. Compare contracts, working hours, locations and published candidate requirements across the French public employment listings. Choose the records you need and export them to CSV, JSON or Excel without supplying a site login.

Use the results for French employment-market research. Submit matching public inputs in one run, retain the original record links, and send the structured output to your recruitment spreadsheet, reporting dashboard or research database.

| At a glance | Details |
|---|---|
| 📥 Input | Search fields or links to the selected items; see the examples below |
| 📤 Output | One row per job vacancy |
| 📄 Pagination | Automatic up to `maxResults` for each input, when more results are available |
| 🔐 Login required | No |
| ⚡ Processing | Multiple inputs per run with automatic retries for temporary errors |
| 💾 Delivery | One complete Apify dataset table; CSV, JSON and Excel export |

### What the France Travail scraper collects 💼

Collect public job listings and detailed vacancies. Compare contracts, working hours, locations and published candidate requirements across the French public employment listings.

| Collection | What you receive |
|---|---|
| France Travail jobs scraper | Records containing job titles, employers, locations, published pay, skills, ready for vacancy discovery and hiring-demand research. |
| France Travail job details scraper | Records containing job titles, employers, locations, published pay, skills, ready for vacancy enrichment and candidate-requirement analysis. |

Data can include:

- Record identity: Record identifiers, public links and the published job title or company name.
- Pay and compensation: Published salary or wage text, plus the amount, range, currency and pay-period fields supplied with the record.
- Employer information: Employer names, identifiers and profile links, with the company information attached to the public record.
- Location and workplace: Published workplace and location information, geographic coordinates and remote or workplace-arrangement indicators.
- Descriptions and requirements: Published job or company descriptions and HTML and readable text where supplied.
- Skills and qualifications: Required skills, experience or seniority requirements and education requirements.
- Employment and benefits: Contract types, working schedules, benefits, travel requirements and published working conditions.
- Dates and hiring activity: Publication text in search results and the actual update date on detailed vacancies, where published.

### How to scrape France Travail 🚀

1. Choose **Job Search** in **What to collect**, or select another collection mode.
2. Fill in the search fields, or paste links to the items you want to collect.
3. Set the maximum results and any optional filters.
4. Start the Actor and review the collected rows.
5. Export the dataset or connect it to your application.

#### France Travail jobs scraper — input example

```json
{
  "mode": "france-travail-job-search",
  "query": "comptable",
  "maxResults": 10
}
```

`maxResults: 10` means up to 10 results for **each input**. It does not guarantee that the website has that many matches. You can set the limit as low as 1.

#### France Travail job details scraper — input example

```json
{
  "mode": "france-travail-job-details",
  "jobUrls": [
    "https://candidat.francetravail.fr/offres/recherche/detail/213WNSK"
  ],
  "maxResults": 10
}
```

### France Travail data fields and complete output 📦

| Field group | Included data |
|---|---|
| Record identity | Record identifiers, public links and the published job title or company name. |
| Pay and compensation | Published salary or wage text, plus the amount, range, currency and pay-period fields supplied with the record. |
| Employer information | Employer names, identifiers and profile links, with the company information attached to the public record. |
| Location and workplace | Published workplace and location information, geographic coordinates and remote or workplace-arrangement indicators. |
| Descriptions and requirements | Published job or company descriptions and HTML and readable text where supplied. |
| Skills and qualifications | Required skills, experience or seniority requirements and education requirements. |
| Employment and benefits | Contract types, working schedules, benefits, travel requirements and published working conditions. |
| Dates and hiring activity | Publication and update information and advertised openings. |

Each collected item is a separate row. `input` identifies the submitted value and `result_type` identifies the selected mode. All returned fields appear in one table; columns that do not apply to a mode can be empty.

A complete JSON result is shown for every collection mode below, in the same order as the input examples. Each example includes every field for its mode; text and lists are not shortened. Values are representative and can change.

#### France Travail jobs scraper — complete JSON result

```json
{
  "result_type": "france-travail-job-search",
  "input": "https://candidat.francetravail.fr/offres/recherche?motsCles=comptable",
  "status": "success",
  "id": "214CVND",
  "url": "https://candidat.francetravail.fr/offres/recherche/detail/214CVND",
  "title": "Aide-comptable / assistant-comptable / comptable (H/F)",
  "company_name": "RESIDENCE NELSON MANDELA",
  "company_id": null,
  "company_url": null,
  "location": "72 - LE MANS",
  "contract": "CDI - Temps plein",
  "salary_text": null,
  "salary_min": null,
  "salary_max": null,
  "currency": null,
  "salary_period": null,
  "description": "L'Association Nelson Mandela recrute une personne en comptabilité en CDI à temps plein sous l'autorité de la responsable Administratif et Financier. Vous serez en équipe avec une comptable et une...",
  "description_html": null,
  "profile_description": null,
  "profile_description_html": null,
  "company_description": null,
  "posted_at": "Publié aujourd'hui",
  "application_url": null,
  "remote_work": null,
  "working_time": "Temps plein",
  "skills": [],
  "latitude": null,
  "longitude": null,
  "is_full_description": false,
  "experience": null,
  "education": null,
  "vacancies": null,
  "job_reference": null,
  "occupation_code": null,
  "occupation": null,
  "travel": null,
  "qualification": null,
  "target_audience": null,
  "sector": null,
  "updated_at": null,
  "updated_date_label": null,
  "employer_page_url": null,
  "employer_page_label": null,
  "experience_code": null,
  "recruiter_contact_display_type": null,
  "logo_url": null,
  "benefits": null,
  "formations": null,
  "languages": null,
  "personal_qualities": null,
  "experience_required": null,
  "partner_offer": null,
  "employer.street": null,
  "employer.address_complement": null,
  "employer.postal_delivery": null,
  "employer.commune_postal_code": null,
  "employer.country": null,
  "employer.description": null,
  "employer.sector": null,
  "employer.employee_count": null,
  "employer.url": null,
  "employer.address_unavailable": null,
  "employer.url_invalid": null,
  "employer.adapted_enterprise": null,
  "competencies.label": null,
  "competencies.required": null,
  "permits.label": null,
  "permits.required": null,
  "national_operations.code": null,
  "national_operations.label": null,
  "working_conditions.label": null,
  "working_conditions.comment": null,
  "working_conditions.hours": null,
  "working_conditions.exercise_hours": null,
  "working_conditions.accessible_to_disabled_workers": null,
  "follow_up.recruiter_contact_display_type": null,
  "follow_up.national_operations": null,
  "follow_up.few_candidates": null,
  "employer.native_url": null
}
```

#### France Travail job details scraper — complete JSON result

```json
{
  "result_type": "france-travail-job-details",
  "input": "https://candidat.francetravail.fr/offres/recherche/detail/213WNSK",
  "status": "success",
  "id": "213WNSK",
  "url": "https://candidat.francetravail.fr/offres/recherche/detail/213WNSK",
  "title": "Assistant / Assistante de vie   (H/F)",
  "company_name": "LMC Aides à Domicile",
  "company_id": null,
  "company_url": "https://recrute.francetravail.fr/page-employeur/age-d-or-services-159",
  "location": "WISSEMBOURG (67)",
  "contract": "CDI - Contrat travail",
  "salary_text": "Horaire de 12.31 Euros",
  "salary_min": 12.31,
  "salary_max": 12.31,
  "currency": "EUR",
  "salary_period": "hour",
  "description": "AGE D'OR Services / LMC Aide à Domicile\n\nVenez rejoindre notre équipe selon votre profil.\n\nNous vous proposons :\n- votre type de contrat préféré que ce soit un CDD ou un CDI\n- votre temps de travail, qu'il s'agisse d'un temps partiel à partir de 10 heures par semaine ou d'un temps complet à 35 heures par semaine.\n- votre secteur : maximum 30 km autour de votre domicile.\n\nNous souhaitons compléter notre équipe actuelle pour couvrir de nouveaux besoins.\n\nVotre mission sera de travailler auprès de personnes âgées, de personnes en situation de handicap ou isolées pour leur proposer et réaliser des prestations de services qui contribuent à leur bien-être et permettent leur maintien au domicile.\n\nVous devrez en particulier :\n\n- Les accompagner dans les actes de la vie quotidienne:\npréparation des repas, sorties, courses, entretien du domicile, accompagnement véhiculé (dans ce cas, véhicule de service mis à disposition)\n\n- Vous mettre au rythme de la personne âgée et prendre le temps d'échanger avec elle.\n\nNos avantages :\n\n- Prise en charge des trajets en inter-vacations, tickets restaurants et mutuelle.\n\nNous étudierons toutes les candidature avec notre plus grande attention.",
  "description_html": null,
  "profile_description": null,
  "profile_description_html": null,
  "company_description": null,
  "posted_at": null,
  "application_url": null,
  "remote_work": null,
  "working_time": "35H/semaine; Travail en journée",
  "skills": [
    "Effectuer les courses d'une personne",
    "Normes d'hygiène et de propreté"
  ],
  "latitude": null,
  "longitude": null,
  "is_full_description": true,
  "experience": "4 Mois",
  "education": null,
  "vacancies": null,
  "job_reference": "Offre n° 213WNSK",
  "occupation_code": "K1311",
  "occupation": "Assistant / Assistante de vie aux familles",
  "travel": "Quotidiens Zone départementale",
  "qualification": "Employé non qualifié",
  "target_audience": "Non disponible",
  "sector": "Aide à domicile",
  "updated_at": "2026-10-01",
  "updated_date_label": "01 octobre 2026",
  "employer_page_url": "https://recrute.francetravail.fr/page-employeur/age-d-or-services-159",
  "employer_page_label": "Découvrir l’employeur",
  "experience_code": "E",
  "recruiter_contact_display_type": "V",
  "logo_url": null,
  "benefits": [
    "Véhicule",
    "Titres restaurant / Prime de panier"
  ],
  "formations": [],
  "languages": [],
  "personal_qualities": [],
  "experience_required": true,
  "partner_offer": false,
  "employer.street": null,
  "employer.address_complement": null,
  "employer.postal_delivery": null,
  "employer.commune_postal_code": null,
  "employer.country": null,
  "employer.description": null,
  "employer.sector": null,
  "employer.employee_count": "6 à 9 salariés",
  "employer.url": null,
  "employer.address_unavailable": false,
  "employer.url_invalid": false,
  "employer.adapted_enterprise": false,
  "competencies.label": [
    "Effectuer les courses d'une personne",
    "Normes d'hygiène et de propreté"
  ],
  "competencies.required": [
    false,
    false
  ],
  "permits.label": [
    "B - Véhicule léger"
  ],
  "permits.required": [
    true
  ],
  "national_operations.code": [
    "PJE"
  ],
  "national_operations.label": [
    "Plan \"1 jeune, 1 solution\""
  ],
  "working_conditions.label": null,
  "working_conditions.comment": null,
  "working_conditions.hours": [
    "35H/semaine",
    "Travail en journée"
  ],
  "working_conditions.exercise_hours": [],
  "working_conditions.accessible_to_disabled_workers": false,
  "follow_up.recruiter_contact_display_type": null,
  "follow_up.national_operations": [],
  "follow_up.few_candidates": true,
  "employer.native_url": null
}
```

Images, tags and other lists stay with their parent result instead of creating extra rows. Invalid or unavailable inputs, inputs with no results, and requests that fail after all retries produce a row with `status: failed`. At most one failed row is saved per input; it includes `error_code` and `error_message` explaining the outcome. A normal end of pagination after collected results does not add a failed row.

### Input requirements and collection settings ⚙️

| Setting | What to enter |
|---|---|
| **What to collect** (`mode`) | Choose the information to collect. |
| **Maximum results per search or link** (`maxResults`) | Collect up to this many results for each search or link. Minimum: 1. |
| **Job title or keywords** (`query`) | Words to search for in job listings. Leave empty to include all jobs. For Job Search. |
| **Job listing links** (`jobUrls`) | Paste one link per line. Example: https://candidat.francetravail.fr/offres/recherche/detail/213WNSK For Job Details. |

| Collection mode | Fields to use |
|---|---|
| Job Details | **Job listing links** |
| Job Search | **Job title or keywords** |

The result limit applies separately to each search or supplied link. Collection ends earlier when no more matching results are available.

### France Travail scraping use cases 🎯

#### Hiring activity monitoring

Run repeat collections of France Travail listings and compare vacancy titles and original links over time to identify newly advertised roles and changes in hiring activity.

#### Vacancy enrichment

Turn known France Travail job links or supported identifiers into structured vacancy records for recruitment databases, job comparison tools and candidate research.

#### Advertised compensation research

Compare the compensation published in France Travail records. Keep the original salary text, units and available pay-period context when preparing recruitment or labour-market reports.

#### Skills demand analysis

Analyse the skills, experience or qualifications actually published in France Travail records to compare hiring requirements across role groups and prepare recruitment briefs.

#### Working-condition comparison

Compare the contract, schedule or benefit information published in France Travail records when researching how employers present their opportunities.

### Pricing and saved-result behavior 💰

See the Actor's **Pricing** tab for the active pricing model and current rate. Store settings may change, so this README does not claim a fixed cost.

Under dataset-item pricing:

- Each collected item saved in the dataset is one result.
- Images, tags and other values attached to that item do not create additional rows.
- Automatic retry attempts do not create extra dataset rows.
- A saved `failed` row is also one billable dataset item, including invalid inputs, unavailable items, no results, or exhausted retries. At most one failed row is saved per input, including when some results were already collected.
- `maxResults` caps all saved rows for each input, including its failed row. Repeated copies of the same input are processed once. More inputs or a higher limit can produce more saved results.

### France Travail scraper API and integrations 🔌

Replace `$ACTOR_ID` with the ID shown in the Actor API tab and `$APIFY_TOKEN` with your token.

```bash
curl -X POST "https://api.apify.com/v2/acts/$ACTOR_ID/runs?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"mode":"france-travail-job-search","query":"comptable","maxResults":10}'
```

Use schedules for recurring collection, webhooks for completion notifications, and Apify integrations for Google Sheets, Make, Zapier, cloud storage, a CRM or your own application.

### Reliability, retries, and public-data limits ⚠️

Temporary connection errors, timeouts and access restrictions are retried automatically, up to five attempts. Invalid inputs save a failed row without an HTTP request; confirmed unavailable items save a failed row without unnecessary retries. Exhausted retries also save a failed row. Results already collected remain available if a later request fails, and normal pagination completion adds no error row. Collection also stops after two consecutive fully processed pages add no new results, even if the website provides another cursor. Required detail lookups are completed before checking a page; new results reset the counter, and independent reply branches are checked separately. Failures while initializing the Actor, saving data or scheduling requests stop the run instead of being reported as a failed website result.

Search supports motsCles, lieux, offresPartenaires, rayon and tri. Description completeness varies by the original advertisement.

France Travail controls which information is publicly available. Removed, private or restricted items may be unavailable, and optional values can be null or empty. A run can still fail if the results cannot be saved.

### Frequently asked questions ❓

#### Does it require an account on France Travail?

No. You do not need to provide an account, password or login cookies. Only publicly available information is collected.

#### How does maxResults work?

It limits the number of saved results separately for every input. The minimum is 1. With maxResults set to 10, each input returns at most 10 available results. A detail lookup normally returns one record per input.

#### Which inputs and filters does this Actor support?

Search supports motsCles, lieux, offresPartenaires, rayon and tri. Description completeness varies by the original advertisement.

#### When should I use Job Details instead of Job Search?

Use search to discover France Travail vacancies and their listing fields. Use details for a known vacancy when you need the additional description and requirements that the advertisement publishes.

#### Why are some fields empty?

The website may not publish that value, or the field may belong to a different collection mode. Missing values remain null or empty instead of being guessed.

#### Can I export the results to a spreadsheet?

Yes. Download CSV, Excel or JSON from the Apify dataset. All returned fields are included in the same results table.

### Support and responsible use 🛟

For a reproducible issue, share the run ID, selected mode, result limit and a safe public example through the support channel. Never disclose access tokens, passwords or proxy credentials.

Use public France Travail information lawfully and responsibly. Follow applicable privacy, copyright, data-protection, contractual and platform requirements when storing, analyzing or redistributing results.

# Actor input Schema

## `mode` (type: `string`):

Choose the information to collect.

## `maxResults` (type: `integer`):

Collect up to this many results for each search or link. Minimum: 1.

## `query` (type: `string`):

Words to search for in job listings. Leave empty to include all jobs. For Job Search.

## `jobUrls` (type: `array`):

Paste one link per line. Example: https://candidat.francetravail.fr/offres/recherche/detail/213WNSK For Job Details.

## Actor input object example

```json
{
  "mode": "france-travail-job-search",
  "maxResults": 10,
  "query": "comptable",
  "jobUrls": [
    "https://candidat.francetravail.fr/offres/recherche/detail/213WNSK"
  ]
}
```

# Actor output Schema

## `results` (type: `string`):

Collected entities and failed input outcomes, with all available fields and error explanations in one dataset.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "mode": "france-travail-job-search",
    "maxResults": 10,
    "query": "comptable",
    "jobUrls": [
        "https://candidat.francetravail.fr/offres/recherche/detail/213WNSK"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapingmonkey/france-travail-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "mode": "france-travail-job-search",
    "maxResults": 10,
    "query": "comptable",
    "jobUrls": ["https://candidat.francetravail.fr/offres/recherche/detail/213WNSK"],
}

# Run the Actor and wait for it to finish
run = client.actor("scrapingmonkey/france-travail-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "mode": "france-travail-job-search",
  "maxResults": 10,
  "query": "comptable",
  "jobUrls": [
    "https://candidat.francetravail.fr/offres/recherche/detail/213WNSK"
  ]
}' |
apify call scrapingmonkey/france-travail-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,scrapingmonkey/france-travail-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/7xw3aK3IaM9a3HnOX/builds/oN33z8IouReN2WJ6J/openapi.json