Pricing

from $4.00 / 1,000 result scrapeds

France Travail Scraper - French Job Listings

Scrape job listings from France Travail (formerly Pole Emploi), France's national employment agency with 700K+ active job offers. Search by keyword, location, and contract type. Extract titles, companies, salaries, skills, and descriptions. No login or cookies required.

Pricing

from $4.00 / 1,000 result scrapeds

Rating

0.0

(0)

Developer

Studio Amba

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Categories

E-commerce

You can access the France Travail Scraper - French Job Listings programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

{
  "openapi": "3.0.1",
  "info": {
    "version": "0.1",
    "x-build-id": "y2xAHMLPMc30kS5RR"
  },
  "servers": [
    {
      "url": "https://api.apify.com/v2"
    }
  ],
  "paths": {
    "/acts/studio-amba~france-travail-scraper/run-sync-get-dataset-items": {
      "post": {
        "operationId": "run-sync-get-dataset-items-studio-amba-france-travail-scraper",
        "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": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/acts/studio-amba~france-travail-scraper/runs": {
      "post": {
        "operationId": "runs-sync-studio-amba-france-travail-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor and returns information about the initiated run in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$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": {
                  "$ref": "#/components/schemas/runsResponseSchema"
                }
              }
            }
          }
        }
      }
    },
    "/acts/studio-amba~france-travail-scraper/run-sync": {
      "post": {
        "operationId": "run-sync-studio-amba-france-travail-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$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",
        "properties": {
          "searchQuery": {
            "title": "Search Query",
            "type": "string",
            "description": "Job search keyword (e.g. 'developpeur', 'comptable', 'infirmier'). Leave empty to browse all jobs."
          },
          "location": {
            "title": "Location",
            "type": "string",
            "description": "City or region (e.g. 'Paris', 'Lyon', 'Marseille'). Leave empty for all of France."
          },
          "contractType": {
            "title": "Contract Type",
            "enum": [
              "all",
              "CDI",
              "CDD",
              "MIS",
              "SAI",
              "LIB",
              "REP",
              "FRA"
            ],
            "type": "string",
            "description": "Filter by contract type.",
            "default": "all"
          },
          "minSalary": {
            "title": "Minimum Salary",
            "type": "integer",
            "description": "Minimum annual salary in EUR. Leave empty for no minimum."
          },
          "maxResults": {
            "title": "Max Results",
            "minimum": 1,
            "maximum": 5000,
            "type": "integer",
            "description": "Maximum number of job listings to scrape.",
            "default": 100
          },
          "proxyConfiguration": {
            "title": "Proxy Configuration",
            "type": "object",
            "description": "Proxy settings. French residential proxies recommended for best results."
          }
        }
      },
      "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
                  }
                }
              }
            }
          }
        }
      }
    }
  }
}

France Travail Scraper - French Job Listings OpenAPI definition

OpenAPI is a standard for designing and describing RESTful APIs, allowing developers to define API structure, endpoints, and data formats in a machine-readable way. It simplifies API development, integration, and documentation.

OpenAPI is effective when used with AI agents and GPTs by standardizing how these systems interact with various APIs, for reliable integrations and efficient communication.

By defining machine-readable API specifications, OpenAPI allows AI models like GPTs to understand and use varied data sources, improving accuracy. This accelerates development, reduces errors, and provides context-aware responses, making OpenAPI a core component for AI applications.

You can download the OpenAPI definitions for France Travail Scraper - French Job Listings from the options below:

OpenAPI.json

If you’d like to learn more about how OpenAPI powers GPTs, read our blog post.

You can also check out our other API clients:

France Travail Scraper - French Job Listings API in Python

France Travail Scraper - French Job Listings API in JavaScript

France Travail Scraper - French Job Listings API through CLI

France Travail Scraper - French Job Listings API

France Travail Job Scraper - French Jobs

santamaria-automations/france-travail-scraper

Scrapes job listings from France Travail (formerly Pole Emploi), France's public employment service with 500,000+ active listings. Extract title, company, location, contract type, salary, and full description. Supports multi-query search with deduplication. HTTP-only, 128MB.

NanoScrape

France Travail Scraper

lexis-solutions/france-travail-scraper

Extract job listings from France Travail—France’s official employment service—collect titles, locations, contract types, salaries, skills, and posting dates. Ideal for labor market research, recruitment intelligence, and job aggregation. Fast, structured, and customizable.

Lexis Solutions

5.0

France Job Scraper — WTTJ + France Travail + Hellowork

joyouscam35875/france-job-scraper

Scrape French job listings from 3 major job boards. Get titles, companies, salaries, locations. $0.005/job.

Ken Digital

France Travail Job Scraper - Cheap 💼🔎🇫🇷

scrapestorm/france-travail-job-scraper---cheap

Looking to collect job listings from francetravail.fr ? 🔎🇫🇷 With this Scraper you can extract job data directly from France Travail search pages, including job title, employer name, location, contract type, posting date, job URL & more Perfect for labour market analysis & job market datasets 📊

Storm_Scraper

5.0

France Travail Scraper | $0.8 / 1k | Fast & Reliable

fatihtahta/france-travail-scraper

Extract structured France Travail job listings with titles, salaries, contract details, employer data, locations, and skills. Built for enterprise-grade hiring intelligence, labor market analysis, and automated recruiting or analytics pipelines.

Fatih Tahta

France Travail Scraper

shahidirfan/france-travail-scraper

Scrape job listings and employment data from France Travail efficiently. Requires residential proxies to bypass geo-restrictions. Ideal for recruitment, labor market analysis & job aggregation. Extract skills, salaries & company info automatically. Perfect for HR tech & career platforms.

Shahid Irfan

5.0

France Travail Scraper: 700K+ FR Jobs (Pôle Emploi)

dltik/francetravail-scraper

Scrape 700K+ public job offers from France Travail (ex Pôle Emploi). Filter by keywords, location, contract (CDI/CDD/alternance), experience, salary. Get title, company, location, required skills, work hours, full description. For ATS, recruitment agencies, market intel. $1.50/1K jobs.

Walid

Francetravail.fr Scraper - Low-cost💲🔥💼🇫🇷

delectable_incubator/francetravail-fr-scraper-low-cost

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 📊🚀

Prime Scrape

France Travail Jobs Scraper 💰 $0.95/1K

blackfalcondata/francetravail-scraper

Scrape francetravail.fr - France's official national job board. Salary ranges, skills, and contact data from 700 k+ listings. Incremental mode detects only new and changed listings on each scheduled monitoring run for efficient daily tracking.

Black Falcon Data

5.0

Indeed France Jobs Scraper — Full Descriptions & Salary

totaka/indeed-france-jobs-scraper

Scrape job listings from Indeed France (fr.indeed.com) — job title, company, location, salary, contract type, and full description. No API key required.