# Francetravail.fr Scraper - Low-cost💲🔥💼🇫🇷 (`delectable_incubator/francetravail-fr-scraper-low-cost`) Actor

Scrape France Travail job listings 🇫🇷💼 with a powerful French job scraper. Extract job titles, employer names, locations, contract types, posting dates, job descriptions & job URLs. Ideal for labour market analysis, recruitment intelligence, hiring trends, and employment datasets 📊🚀

- **URL**: https://apify.com/delectable\_incubator/francetravail-fr-scraper-low-cost.md
- **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community)
- **Categories:** Lead generation, Automation, Jobs
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.00005 / actor start

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

<p align="center">

<img src="https://i.ibb.co/jkNS73wX/readme.png" alt="France Travail Job Scraper" width="100%">

</p>

---

##  France Travail Job Scraper | Bulk French Job Listings Scraper | Apify Actor 🇫🇷💼

### 🚀 Extract France Travail Job Listings in Seconds (No Code)

The **France Travail Job Scraper (Apify Actor)** is a powerful, scalable and **SEO-optimized French job scraping tool** designed to extract structured job listings directly from France Travail search results.

It allows you to **scrape France Travail jobs in bulk**, collect labor market intelligence, monitor hiring trends, and export clean datasets for recruitment analytics, AI training, HR research, and job aggregation platforms.

---

### 🔥 Why This France Travail Scraper?

✔ Best France Travail scraper on Apify

✔ Supports multiple search URLs

✔ Bulk French job listings extraction

✔ Fast & scalable cloud execution

✔ Structured JSON / CSV / Excel output

✔ Ideal for labor market intelligence

✔ Perfect for recruiters, analysts & researchers

✔ No coding required

---

### 🎯 What This Scraper Does

This Apify Actor extracts **real-time job listings from France Travail search result pages**.

#### 📌 Core Features

✅ Scrape France Travail job listings

✅ Support multiple search URLs

✅ Automatic pagination handling

✅ Dynamic result loading

✅ Extract employer information

✅ Extract contract type & work schedule

✅ Extract full job descriptions

✅ Extract France Travail job IDs

✅ Extract job detail URLs

✅ Clean structured datasets

✅ High-speed extraction engine

---

### ⚡ Input Configuration

#### Example Input

````

{
"urls": \[
"https://candidat.francetravail.fr/offres/recherche?motsCles=data\&offresPartenaires=true\&rayon=10\&tri=0",
"https://candidat.francetravail.fr/offres/recherche?motsCles=developpeur\&offresPartenaires=true\&rayon=10\&tri=0"
],
"maxitems": 100
}

```

#### Input Fields

| Field    | Type    | Description                     |
| -------- | ------- | ------------------------------- |
| urls     | Array   | France Travail search URLs      |
| maxitems | Integer | Maximum jobs to collect per URL |

---

### 📊 Extracted Job Data

| Field        | Description           |
| ------------ | --------------------- |
| jobId        | Unique job identifier |
| title        | Job title             |
| employer     | Hiring company        |
| location     | Job location          |
| contractType | Employment contract   |
| workHours    | Working hours         |
| postedDate   | Job posting date      |
| description  | Job description       |
| offerSource  | Listing source        |
| detailUrl    | Job detail URL        |

---

### 💡 Use Cases

This France Travail scraper is used for:

💼 Recruitment intelligence

📊 Labor market analysis

📈 Hiring trend monitoring

📍 Regional employment insights

🤖 AI training datasets

🏢 HR analytics

📡 Job aggregation platforms

⚡ Bulk job data extraction

---

### 🚀 Key Features

⚡ Multi-URL scraping support

📌 Automatic pagination handling

📊 High-speed scraping engine

🧠 Structured output format

🔁 Auto-retry stability system

💾 Export-ready datasets

🌍 France-wide job coverage

⚙️ Scalable Apify cloud execution

---

### 📤 Output Formats Supported

✔ JSON

✔ CSV

✔ Excel XLSX

✔ XML

✔ HTML

---

### 📦 Example Output

```

{
"jobId": "205MVSK",
"title": "Market Data Manager - Vendor management (H/F)",
"employer": "N/A",
"location": "75 - Paris",
"contractType": "CDI",
"workHours": "Temps plein",
"postedDate": "Publié aujourd'hui",
"description": "Dans le cadre du renforcement de la fonction Market Data...",
"offerSource": "France Travail",
"detailUrl": "https://candidat.francetravail.fr/offres/recherche/detail/205MVSK"
}

````

---

### 🔥 Why This Is the BEST France Travail Scraper on Apify?

✔ Optimized for Apify search ranking

✔ Fast and reliable extraction

✔ Supports large-scale job collection

✔ Structured and analysis-ready datasets

✔ Enterprise-ready architecture

✔ Perfect for labor market research

✔ Built for recruitment intelligence workflows

---

### 💸 Pricing

This scraper runs on a **pay-per-result pricing model**.

You only pay for successfully extracted records.

💳 **Price:** $0.99 / 1,000 results 

---

### ❓ FAQ

#### Can I scrape multiple France Travail searches?

Yes. Simply provide multiple search URLs.

#### Does it support pagination?

Yes. The scraper automatically loads additional job results.

#### Can I export the data?

Yes. JSON, CSV, Excel, XML and HTML are supported.

#### Is coding required?

No. This is a fully no-code Apify Actor.

#### Can I use it for labor market research?

Absolutely. It is designed for labor market intelligence and recruitment analytics.

---

### ⚠️ Disclaimer

This project is an independent tool and is not affiliated with, endorsed by, or sponsored by France Travail.

---

### 🔗 Related Actors (Job Scraping Ecosystem)

We are building a complete **PrimeScrape Job Intelligence Suite**.

👉 More job scraping solutions coming soon.

---

### 🌍 PrimeScrape Ecosystem

Built for data extraction, automation, lead generation, AI datasets, and market intelligence.

📊 Job market analytics

🏢 Company intelligence

📈 Hiring trend monitoring

🤖 AI training datasets

⚙️ Automation pipelines

🌐 Large-scale data collection

---

### 📬 Support

⭐⭐⭐⭐⭐ Leave a review if you enjoy this scraper.

📩 Contact us through Apify for feature requests, enterprise projects, or custom scraping solutions.

**PrimeScrape**

https://apify.com/primescrape

# Actor input Schema

## `urls` (type: `array`):

List of candidat.francetravail.fr/offres/recherche search URLs to scrape. 

⚠️ URLs must be from candidat.francetravail.fr/offres/recherche.
## `maxitems` (type: `integer`):

Maximum number of job listings to collect per URL. 

## Actor input object example

```json
{
  "urls": [
    "https://candidat.francetravail.fr/offres/recherche?motsCles=data&offresPartenaires=true&rayon=10&tri=0",
    "https://candidat.francetravail.fr/offres/recherche?motsCles=developpeur&offresPartenaires=true&rayon=10&tri=0"
  ],
  "maxitems": 50
}
````

# Actor output Schema

## `overview` (type: `string`):

No description

# 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 = {
    "urls": [
        "https://candidat.francetravail.fr/offres/recherche?motsCles=data&offresPartenaires=true&rayon=10&tri=0",
        "https://candidat.francetravail.fr/offres/recherche?motsCles=developpeur&offresPartenaires=true&rayon=10&tri=0"
    ],
    "maxitems": 50
};

// Run the Actor and wait for it to finish
const run = await client.actor("delectable_incubator/francetravail-fr-scraper-low-cost").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 = {
    "urls": [
        "https://candidat.francetravail.fr/offres/recherche?motsCles=data&offresPartenaires=true&rayon=10&tri=0",
        "https://candidat.francetravail.fr/offres/recherche?motsCles=developpeur&offresPartenaires=true&rayon=10&tri=0",
    ],
    "maxitems": 50,
}

# Run the Actor and wait for it to finish
run = client.actor("delectable_incubator/francetravail-fr-scraper-low-cost").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "urls": [
    "https://candidat.francetravail.fr/offres/recherche?motsCles=data&offresPartenaires=true&rayon=10&tri=0",
    "https://candidat.francetravail.fr/offres/recherche?motsCles=developpeur&offresPartenaires=true&rayon=10&tri=0"
  ],
  "maxitems": 50
}' |
apify call delectable_incubator/francetravail-fr-scraper-low-cost --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=delectable_incubator/francetravail-fr-scraper-low-cost",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Francetravail.fr Scraper - Low-cost💲🔥💼🇫🇷",
        "description": "Scrape France Travail job listings 🇫🇷💼 with a powerful French job scraper. Extract job titles, employer names, locations, contract types, posting dates, job descriptions & job URLs. Ideal for labour market analysis, recruitment intelligence, hiring trends, and employment datasets 📊🚀",
        "version": "0.0",
        "x-build-id": "tzAJELb4UWvPAHQmk"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/delectable_incubator~francetravail-fr-scraper-low-cost/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-delectable_incubator-francetravail-fr-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/delectable_incubator~francetravail-fr-scraper-low-cost/runs": {
            "post": {
                "operationId": "runs-sync-delectable_incubator-francetravail-fr-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/delectable_incubator~francetravail-fr-scraper-low-cost/run-sync": {
            "post": {
                "operationId": "run-sync-delectable_incubator-francetravail-fr-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "urls",
                    "maxitems"
                ],
                "properties": {
                    "urls": {
                        "title": "France Travail Search URLs 🔍",
                        "type": "array",
                        "description": "List of candidat.francetravail.fr/offres/recherche search URLs to scrape. \n\n⚠️ URLs must be from candidat.francetravail.fr/offres/recherche.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxitems": {
                        "title": "Maximum Jobs per URL 📄",
                        "type": "integer",
                        "description": "Maximum number of job listings to collect per URL. ",
                        "default": 50
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```