# HelloWork Jobs Scraper - Low-cost💲🔥🇫🇷💼 (`delectable_incubator/hellowork-jobs-scraper-low-cost`) Actor

Scrape HelloWork job listings 🇫🇷💼 with a powerful France job scraper. Extract job titles, company names, locations, contract types, salaries, work arrangements, job descriptions, and job URLs from search results. Ideal for recruitment intelligence, labour market analysis & employment datasets 📊

- **URL**: https://apify.com/delectable\_incubator/hellowork-jobs-scraper-low-cost.md
- **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community)
- **Categories:** Jobs, Lead generation, Integrations
- **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="HelloWork Job Search Scraper" width="100%">
</p>

---

## 🇫🇷💼 HelloWork Job Search Scraper | Bulk Job Scraper France | Apify Actor | PrimeScrape Edition

### 🚀 Extract HelloWork Job Data in Seconds (No Code)

The **HelloWork Job Search Scraper (Apify Actor)** is a powerful, scalable and SEO-optimized job scraping solution designed to collect structured job listings directly from HelloWork, one of France's largest employment platforms.

It enables you to scrape HelloWork jobs in bulk, extract hiring intelligence, and export structured datasets for recruitment, lead generation, HR analytics, AI training datasets, and job market research.

---

### 🔥 Why This HelloWork Scraper?

✔ Best HelloWork scraper on Apify

✔ Supports bulk keyword scraping (multi-search) 🚀

✔ Fast & scalable French job data extraction

✔ 100% structured JSON / CSV / Excel output

✔ Ideal for France job market intelligence

✔ Perfect for recruiters, startups & analysts

✔ No coding required

✔ Built for SEO traffic + marketplace visibility

---

### 🎯 What This Scraper Does (HelloWork Job Data Extraction)

This Apify Actor extracts real-time job listings from HelloWork search results.

#### 📌 Core Features

✅ Scrape HelloWork job listings

✅ Bulk keyword support (SEO BOOST 🚀)

✅ Location-based job search

✅ Automatic pagination handling

✅ Extract company name, job title & location

✅ Extract salary and contract type

✅ Extract remote / hybrid / on-site information

✅ Extract direct job URLs

✅ Clean structured dataset output

✅ High-speed extraction engine

---

### ⚡ Input Configuration (Simple & Powerful)

#### 🔥 BULK KEYWORD MODE (SEO BOOST 🚀)

```json
{
  "keywords": [
    "Data Scientist",
    "Data Analyst",
    "Software Engineer",
    "Marketing Manager",
    "Business Analyst",
    "DevOps Engineer"
  ],
  "location": "France",
  "max_items": 200
}
````

***

### 📊 Extracted Job Data (Structured Output)

The scraper extracts fully structured job records ready for recruitment systems, dashboards, APIs, and AI pipelines.

#### 📌 Data Fields Extracted

✔ jobId → Unique HelloWork job identifier

✔ jobTitle → Job title

✔ companyName → Hiring company

✔ companyLogoUrl → Company logo URL

✔ location → Job location

✔ contractType → CDI, CDD, Freelance, Internship, etc.

✔ salary → Salary information when available

✔ workMode → Remote, Hybrid, or On-site

✔ postedDate → Publication date

✔ jobUrl → Direct job listing URL

***

### 📦 Example Output

```json
{
  "jobId": "HW-12345",
  "jobTitle": "Data Scientist",
  "companyName": "TechCorp",
  "companyLogoUrl": "https://www.hellowork.com/logos/techcorp.png",
  "location": "Paris, France",
  "contractType": "CDI",
  "salary": "50k-60k€",
  "workMode": "Hybrid",
  "postedDate": "2 days ago",
  "jobUrl": "https://www.hellowork.com/jobs/data-scientist-paris/HW-12345"
}
```

***

### ⚡ Output Benefits

✔ Ready for APIs & dashboards

✔ Clean structured JSON format

✔ AI/ML dataset compatible

✔ Easy CSV / Excel conversion

✔ Recruitment intelligence ready

✔ Market research compatible

✔ Scalable for bulk extraction

✔ Automation workflow friendly

***

### 💡 Use Cases (High Demand SEO Keywords)

💼 France job scraping

📊 French job market analysis

🎯 Recruitment automation

📈 HR analytics & hiring trends

🤖 AI training datasets

🏢 Company hiring intelligence

📡 Job aggregation platforms

⚡ Bulk job data extraction

***

### 🚀 Key Features (PrimeScrape Optimized)

⚡ Bulk keyword scraping support

🌍 France-wide job market coverage

📌 Smart pagination system

🧠 Clean structured output

📊 High-speed scraping engine

🔁 Auto retry & stability system

💾 Export-ready datasets

⚙️ Scalable cloud execution

***

### 📤 Output Formats Supported

✔ JSON (API-ready)

✔ CSV (Excel analysis)

✔ Excel XLSX (business reports)

✔ XML (data pipelines)

✔ HTML (dashboards)

***

### 🔥 Why This is the BEST HelloWork Scraper on Apify?

✔ Optimized for Apify marketplace ranking

✔ High-performance extraction engine

✔ Bulk keyword support

✔ Clean structured dataset output

✔ Enterprise-ready scalability

✔ Perfect for SEO traffic & marketplace visibility

***

### 💸 Pricing

This scraper runs on a **pay per results model**.

You only pay for successful runs.

💳 **Price: $0.99/1000 results**

***

### ❓ FAQ (SEO BOOST SECTION)

#### Can I scrape multiple keywords at once?

Yes — bulk keyword mode is fully supported.

#### Does it handle pagination automatically?

Yes — all pages are automatically processed.

#### Can I filter by location?

Yes — any city or region supported by HelloWork can be targeted.

#### Is coding required?

No — this is a 100% no-code Apify Actor.

#### Can I export the data?

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

***

### ⚠️ Disclaimer

This tool is not affiliated with HelloWork.

It is an independent data extraction solution.

***

### 🔗 Related Actors (Job Scraping Ecosystem)

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

👉 Coming Soon 🚀

***

### 🌍 PrimeScrape Ecosystem

Built for data scraping, automation, AI training datasets, and market intelligence at scale.

📊 Job data extraction

🏢 Company intelligence

📈 Market analytics

🤖 AI datasets

⚙️ Automation pipelines

***

### 📬 Support

⭐⭐⭐⭐⭐ Leave a review if you like this scraper

📩 Contact for custom scraping solutions and enterprise requests

***

# Actor input Schema

## `keywords` (type: `array`):

List of job search keywords to scrape in bulk (e.g., Data scientist, Développeur, Marketing)

## `location` (type: `string`):

Job location (e.g., paris, lyon, marseille). Leave empty for all locations

## `max_items` (type: `integer`):

Maximum total number of jobs to extract across all keywords

## Actor input object example

```json
{
  "keywords": [
    "Développeur"
  ],
  "location": "",
  "max_items": 60
}
```

# 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 = {
    "keywords": [
        "Développeur"
    ],
    "location": "",
    "max_items": 60
};

// Run the Actor and wait for it to finish
const run = await client.actor("delectable_incubator/hellowork-jobs-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 = {
    "keywords": ["Développeur"],
    "location": "",
    "max_items": 60,
}

# Run the Actor and wait for it to finish
run = client.actor("delectable_incubator/hellowork-jobs-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 '{
  "keywords": [
    "Développeur"
  ],
  "location": "",
  "max_items": 60
}' |
apify call delectable_incubator/hellowork-jobs-scraper-low-cost --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "HelloWork Jobs Scraper - Low-cost💲🔥🇫🇷💼",
        "description": "Scrape HelloWork job listings 🇫🇷💼 with a powerful France job scraper. Extract job titles, company names, locations, contract types, salaries, work arrangements, job descriptions, and job URLs from search results. Ideal for recruitment intelligence, labour market analysis & employment datasets 📊",
        "version": "0.0",
        "x-build-id": "e0Mw1NazXYFzxbuGn"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/delectable_incubator~hellowork-jobs-scraper-low-cost/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-delectable_incubator-hellowork-jobs-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/delectable_incubator~hellowork-jobs-scraper-low-cost/runs": {
            "post": {
                "operationId": "runs-sync-delectable_incubator-hellowork-jobs-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/delectable_incubator~hellowork-jobs-scraper-low-cost/run-sync": {
            "post": {
                "operationId": "run-sync-delectable_incubator-hellowork-jobs-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "keywords"
                ],
                "properties": {
                    "keywords": {
                        "title": "Search Keywords",
                        "type": "array",
                        "description": "List of job search keywords to scrape in bulk (e.g., Data scientist, Développeur, Marketing)",
                        "items": {
                            "type": "string"
                        },
                        "default": [
                            "Développeur"
                        ]
                    },
                    "location": {
                        "title": "Location (Optional)",
                        "type": "string",
                        "description": "Job location (e.g., paris, lyon, marseille). Leave empty for all locations",
                        "default": ""
                    },
                    "max_items": {
                        "title": "Maximum Jobs to Scrape",
                        "type": "integer",
                        "description": "Maximum total number of jobs to extract across all keywords",
                        "default": 60
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```