# APEC Jobs Scraper - France Cadre Jobs, Salary & Company (`haketa/apec-jobs-scraper`) Actor

Scrape APEC (apec.fr) France executive and cadre job listings. Extract job title, hiring company, location, salary range, contract type, description, publication date and geo-coordinates by keyword. Export JSON, CSV, Excel for recruitment, salary benchmarking and market research.

- **URL**: https://apify.com/haketa/apec-jobs-scraper.md
- **Developed by:** [Haketa](https://apify.com/haketa) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 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/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

## APEC Jobs Scraper — France Cadre Jobs with Salary, Company & Location

> **The most complete APEC job data extractor on Apify.** Pull live executive/cadre job listings from **APEC (apec.fr)** — France's official job board for managers and professionals — with the job title, hiring **company**, location, **salary range** (published on nearly every offer!), contract type, description, publication date and geo-coordinates. Built for recruitment, salary benchmarking and labor-market research.

[![Apify Actor](https://img.shields.io/badge/Apify-Actor-blue)](https://apify.com/haketa/apec-jobs-scraper)
[![Live Data](https://img.shields.io/badge/Data-Live%20at%20Run%20Time-orange)]()
[![Pricing](https://img.shields.io/badge/Pricing-Pay%20Per%20Result-yellow)]()
[![Region](https://img.shields.io/badge/Region-France%20%F0%9F%87%AB%F0%9F%87%B7-red)]()
[![Coverage](https://img.shields.io/badge/Coverage-Cadre%20%26%20Executive-purple)]()
[![Salary](https://img.shields.io/badge/Includes-Salary%20Ranges-success)]()
[![Company](https://img.shields.io/badge/Includes-Company%20%26%20Geo-brightgreen)]()
[![No Auth](https://img.shields.io/badge/Auth-None%20Required-success)]()
[![Export](https://img.shields.io/badge/Export-JSON%20%C2%B7%20CSV%20%C2%B7%20Excel-lightgrey)]()

***

### 🎯 What this actor does

The **APEC Jobs Scraper** extracts live job listings from **apec.fr** — the *Association Pour l'Emploi des Cadres*, France's dedicated job board for **cadres** (executives, managers, engineers and qualified professionals). Give it one or more keywords and it returns **every matching offer across all result pages**, one clean row per job.

APEC is uniquely valuable for one reason above all: **almost every offer publishes a salary range** — a rarity in the French market, where most job boards hide pay. This actor captures that salary on every job, alongside the hiring company and precise location.

Each record can include:

- 💶 **Salary range** — e.g. *34 - 48 k€ brut annuel* (present on the vast majority of offers)
- 🏢 **Company** — the hiring company (nom commercial) and its logo
- 📍 **Location** — city and department, plus latitude/longitude
- 📄 **Contract type** — CDI, CDD, Travail temporaire, and more
- 📝 **Description** — the job description text
- 🗓️ **Dates** — publication and validation dates
- 🔗 **URL** — direct link to the offer on APEC
- 🕒 **Metadata** — the search keyword and `scrapedAt` timestamp on every row

Whether you run a recruitment agency, a compensation-benchmarking product or a labor-market research team, this actor is the **fastest path from APEC to a usable dataset** — no scraping code required.

***

### ✨ Why this actor

| ✅ This actor handles | ❌ What you'd fight doing it yourself |
|---|---|
| **Salary on every job** | Salary data is rare and valuable in France — APEC has it, this captures it |
| **Full pagination** | Searches return thousands of offers across many pages |
| **Company + geo-coordinates** | Employer and lat/long are nested in the API |
| **Contract-type labels** | Contract types are numeric codes that need mapping |
| **France geo-lock handled** | APEC only responds to French traffic |
| **Clean deduplicated rows** | Offers repeat across pages and need de-duping |
| **JSON / CSV / Excel export** | Raw data needs reshaping for analysis |

***

### 🚀 Quick start

#### One-click run

1. Open the actor on the [Apify Store](https://apify.com/haketa/apec-jobs-scraper) and click **Try for free**
2. Add one or more **keywords** — e.g. `développeur`, `chef de projet`, `data scientist`
3. Choose **Sort by** (relevance or most recent) and set **Max jobs per keyword** (`0` for all)
4. Hit **Start** — jobs stream into your dataset, ready to export as JSON, CSV, Excel, HTML or RSS

#### Run via API (Python)

```python
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")

run_input = {
    "searchKeywords": ["développeur", "chef de projet"],
    "sortBy": "date",
    "maxItemsPerSearch": 500,
}

run = client.actor("haketa/apec-jobs-scraper").call(run_input=run_input)

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

#### Run via API (JavaScript)

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

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });

const run = await client.actor('haketa/apec-jobs-scraper').call({
    searchKeywords: ['développeur'],
    maxItemsPerSearch: 500,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);
```

***

### ⚙️ Input

| Field | Type | Default | Description |
|-------|------|---------|-------------|
| `searchKeywords` | array | – | Keywords to search (each searched separately). Empty = latest cadre offers. |
| `sortBy` | enum | `relevance` | `relevance` or `date` (most recent). |
| `maxItemsPerSearch` | integer | `200` | Max jobs per keyword. `0` = all available. |
| `maxTotalItems` | integer | `0` | Global cap across all keywords. `0` = no cap. |
| `proxyConfiguration` | object | Residential FR | Proxy settings — a France residential proxy is required (APEC is geo-locked) and enabled by default. |

***

### 📤 Output

One clean record per job:

```json
{
  "jobId": "179122655",
  "offerNumber": "179122655W",
  "title": "Développeur F/H",
  "company": "NEO SOFT SERVICES",
  "location": "Bordeaux - 33",
  "salary": "34 - 48 k€ brut annuel",
  "contractType": "CDI",
  "description": "Nous recherchons pour intégrer notre agence de Bordeaux, un Développeur C#/.NET/Angular (H/F)...",
  "datePublished": "2026-07-16T07:18:59.000+0000",
  "dateValidated": "2026-07-16T07:18:59.000+0000",
  "latitude": "44.8575361",
  "longitude": "-0.5734451",
  "confidential": "false",
  "remoteId": "20765",
  "logo": "https://www.apec.fr/media_entreprise/879947/logo_NEO_SOFT_SERVICES_...jpg",
  "url": "https://www.apec.fr/candidat/recherche-emploi.html/emploi/detail-offre/179122655W",
  "searchKeyword": "développeur",
  "scrapedAt": "2026-08-11T10:15:00.752Z"
}
```

#### 📋 Fields

| Field | Description |
|-------|-------------|
| `jobId` · `offerNumber` | Internal ID and APEC offer number |
| `title` | Job title |
| `company` · `logo` | 🏢 Hiring company and logo URL |
| `location` · `latitude` · `longitude` | 📍 City/department and geo-coordinates |
| `salary` | 💶 Salary range (e.g. *34 - 48 k€ brut annuel*) |
| `contractType` | Contract type (CDI, CDD, Travail temporaire…) |
| `description` | Job description text |
| `datePublished` · `dateValidated` | Publication and validation dates |
| `confidential` | Whether the offer is confidential |
| `url` | Direct link to the offer |
| `searchKeyword` · `scrapedAt` | Keyword used and extraction timestamp |

Export everything to **JSON, CSV, Excel, HTML or RSS**, or pull it through the Apify API and integrations.

***

### 💡 Use cases

| Use case | How this actor helps |
|----------|----------------------|
| 💶 **Salary benchmarking** | APEC publishes salary on nearly every offer — build compensation datasets by role, city and contract. |
| 🧑‍💼 **Recruitment & sourcing** | Monitor cadre openings by keyword, company and location across France. |
| 📊 **Labor-market research** | Track hiring demand, contract mix (CDI/CDD) and geographic trends for executives. |
| 🏢 **Competitive intelligence** | See which companies are hiring for which roles and at what pay. |
| 📈 **Job-board & HR products** | Enrich your own product with structured French cadre inventory. |
| 🤖 **ML / analytics pipelines** | Build clean datasets of titles, salaries, companies and geo for models. |

***

### ❓ FAQ

**Does every job include a salary?**
The large majority do — APEC is one of the few French boards where employers publish a salary range, and this actor captures it in the `salary` field.

**How many jobs can I collect?**
All of them. Set `maxItemsPerSearch` to `0` and the actor paginates to the last page. Common keywords return thousands of offers.

**What is a "cadre"?**
In France, *cadre* refers to executives, managers, engineers and qualified professionals — APEC is the reference job board for this segment.

**Do I need a proxy?**
Yes — APEC only responds to French traffic, so a France residential proxy is required and enabled by default.

**Which export formats are supported?**
JSON, CSV, Excel, HTML and RSS, plus programmatic access via the Apify API and integrations (Google Sheets, Zapier, Make, Airbyte and more).

***

### 🔗 Integrations

Send results wherever you work: **Google Sheets / Excel**, **Zapier · Make · n8n**, **Airbyte / databases / webhooks**, and the **Apify API** for any language.

***

### ⚖️ Legal & responsible use

This actor collects **publicly available** job listing information — the same content any visitor can see on APEC search pages without logging in. It does not access private data and does not require any user account.

You are responsible for how you use the data. Please:

- Use the output for lawful purposes such as recruitment, salary benchmarking and market research.
- Respect the source platform's Terms of Service and robots directives.
- Comply with applicable data-protection laws (e.g. GDPR) when handling any personal data.
- Do not republish scraped content in a way that infringes copyright or database rights.

*This actor is an independent tool and is not affiliated with, endorsed by, or sponsored by APEC. All product names, logos and brands are property of their respective owners.*

***

### 🛟 Support

Need an extra field, a location filter, or hit a search that won't parse? Open an issue from the actor's **Issues** tab and we'll take a look.

# Actor input Schema

## `searchKeywords` (type: `array`):

Job keywords to search on APEC (e.g. développeur, chef de projet, data scientist). Each keyword is searched separately across all result pages. Leave empty to collect the latest cadre offers.

## `sortBy` (type: `string`):

Order in which jobs are collected.

## `maxItemsPerSearch` (type: `integer`):

Maximum number of jobs to collect per keyword. Set to 0 for all available.

## `maxTotalItems` (type: `integer`):

Global cap across all keywords. 0 = no global cap.

## `proxyConfiguration` (type: `object`):

Proxy configuration. A France residential proxy is required (APEC is geo-locked) and enabled by default.

## Actor input object example

```json
{
  "searchKeywords": [
    "développeur",
    "chef de projet"
  ],
  "sortBy": "relevance",
  "maxItemsPerSearch": 200,
  "maxTotalItems": 0,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "FR"
  }
}
```

# Actor output Schema

## `jobId` (type: `string`):

APEC internal job ID

## `offerNumber` (type: `string`):

APEC offer number (numeroOffre)

## `title` (type: `string`):

Job title

## `company` (type: `string`):

Hiring company (nom commercial)

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

Location text (city - department)

## `salary` (type: `string`):

Salary text (e.g. 34 - 48 k€ brut annuel)

## `contractType` (type: `string`):

Contract type (CDI, CDD...)

## `description` (type: `string`):

Job description text

## `datePublished` (type: `string`):

Publication date (ISO)

## `dateValidated` (type: `string`):

Validation date (ISO)

## `latitude` (type: `string`):

Latitude

## `longitude` (type: `string`):

Longitude

## `confidential` (type: `string`):

Whether the offer is confidential

## `remoteId` (type: `string`):

Teletravail (remote work) id

## `logo` (type: `string`):

Company logo URL

## `url` (type: `string`):

Job detail page URL

## `searchKeyword` (type: `string`):

Keyword used

## `scrapedAt` (type: `string`):

Extraction timestamp

# 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 = {
    "searchKeywords": [
        "développeur"
    ],
    "maxItemsPerSearch": 200,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ],
        "apifyProxyCountry": "FR"
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("haketa/apec-jobs-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 = {
    "searchKeywords": ["développeur"],
    "maxItemsPerSearch": 200,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "FR",
    },
}

# Run the Actor and wait for it to finish
run = client.actor("haketa/apec-jobs-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 '{
  "searchKeywords": [
    "développeur"
  ],
  "maxItemsPerSearch": 200,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "FR"
  }
}' |
apify call haketa/apec-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,haketa/apec-jobs-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/pEjgoWfakZWqaLG0q/builds/RkvtqnUJhLmEFEgli/openapi.json