# Welcome to the Jungle (WTTJ) Jobs & Salary Scraper — No Login (`nomad-agent/wttj-scraper`) Actor

Scrape live Welcome to the Jungle (WTTJ) jobs across 17 EU countries — no login, no cookies. Each record has structured salary, a company profile (size, sector, founding year) and the apply URL. Filter by keyword, contract type (CDI/CDD/freelance), remote and experience. $2 per 1,000 jobs.

- **URL**: https://apify.com/nomad-agent/wttj-scraper.md
- **Developed by:** [Nomad.Dev](https://apify.com/nomad-agent) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 1 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 1,000 job 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

## Welcome to the Jungle Jobs Scraper (WTTJ)

Scrape current openings from Welcome to the Jungle (welcometothejungle.com), France's leading tech job platform.

> **Claude / Codex skill to describe and setup this actor: [SKILL.md](https://github.com/Exdenta/OinkAIJobSearch/blob/main/skill/wttj-scraper/SKILL.md)**

### What Welcome to the Jungle data does this scraper extract?

Each result is one flat JSON record per job posting:

| Field | Meaning |
|---|---|
| `title` | Job title as posted |
| `company` | Hiring company / organisation |
| `companySlug` | WTTJ organization slug (string, or `null`) |
| `companyUrl` | Public WTTJ company page URL (string, or `null`) |
| `companyLogoUrl` | Company logo image URL (string, or `null`) |
| `companyEmployeeCount` | Employee count WTTJ reports (number, or `null`) |
| `companyCreationYear` | Company founding year (number, or `null`) |
| `companySectors` | Sector/industry labels, e.g. `["Software","Health"]` (array, or `null`) |
| `location` | Location / duty station (may include remote hints) |
| `url` | Direct link to the posting |
| `postedAt` | Posting date where the source provides it |
| `contractType` | Contract type: `full_time` (≈ CDI), `part_time`, `temporary` (≈ CDD), `internship`, `apprenticeship`, `freelance`, `vie`, `other` (string, or `null`) |
| `experienceMin` | Minimum years of experience required (number, or `null`) |
| `educationLevel` | Minimum education level in WTTJ coding, e.g. `bac_5` (string, or `null`) |
| `salary` | Salary display text where the source provides it (raw string, e.g. "45,000-60,000 EUR year") |
| `salaryMin` | Structured minimum salary (number, or `null`) |
| `salaryMax` | Structured maximum salary (number, or `null`) |
| `salaryCurrency` | Salary currency, ISO 4217-style (string, or `null`) |
| `salaryPeriod` | Salary period as provided by the source, e.g. "year"/"month" (string, or `null`) |
| `snippet` | Short description excerpt |
| `id` | Stable source-side identifier |
| `hasRemote` | Whether the posting is flagged remote/hybrid (boolean) |
| `remoteType` | Remote kind where the source provides it, e.g. "full"/"partial" (string, or `null`) |
| `profession` | Profession/taxonomy label where the source provides it (string, or `null`) |
| `source` | Always `"wttj"` |

With **`includeDetails`** enabled, each record additionally carries `descriptionText` (full posting text), `keyMissions` (array), `candidateProfile`, `benefits` (array) and `companyDescription` — all from the same search index, no extra requests.

### How to scrape Welcome to the Jungle with this Actor

1. Click **Try for free** / **Run** — no login to the target site, no cookies, no proxies to configure.
2. Adjust the input (keyword, filters, `maxItems`) or keep the defaults.
3. Run it and export the dataset as JSON, CSV or Excel, or read it over the [API](https://docs.apify.com/api/v2).

Run it from your own code:

```python
from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("nomad-agent/wttj-scraper").call(run_input={"maxItems": 50})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"], "—", item["company"], item["url"])
```

Or a single HTTP call that runs the Actor and returns items in one response:

```bash
curl -X POST \
  "https://api.apify.com/v2/acts/nomad-agent~wttj-scraper/run-sync-get-dataset-items?token=<YOUR_APIFY_TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"maxItems": 50}'
```

### Input

| Field | Type | Default | Notes |
|---|---|---|---|
| `query` | string | `""` | Free-text search over job titles and descriptions (e.g. "software engineer", "product manager"). Leave… |
| `countryCodesList` | array | `[]` | ISO 3166-1 alpha-2 country codes to filter postings by office location (e.g. `["ES", "FR", "DE"]`). Leave empty for the default EU set. Combined with the legacy `countryCodes` string field (Advanced) when both are set. |
| `includeRemote` | boolean | `true` | When enabled, postings flagged as fully remote or hybrid are included regardless of country. Disable to… |
| `contractType` | array | `[]` | Restrict to these contract types: `full_time` (≈ CDI), `part_time`, `temporary` (≈ CDD), `internship`, `apprenticeship`, `freelance`, `vie`, `other`. Empty = all. |
| `experienceMax` | integer | – | Only postings requiring at most this many years of experience (e.g. `3` for junior roles). Empty = no filter. Postings with no experience data are excluded when set. |
| `indexLang` | string | `"en"` | Language variant of the search index. Controls how taxonomy labels (sectors, professions) are rendered.… |
| `maxItems` | integer | `50` | Maximum number of postings to return. **Hard ceiling: ~1000 per run** — Algolia (the search index behind Welcome to the Jungle) refuses to page past its 1000th hit for any query, no matter how high you set this. |
| `includeDetails` | boolean | `false` | Add full posting text, key missions, candidate profile, benefits and company description to each record (same index, no extra requests). |
| `skipReposts` | boolean | `false` | Drop repeat postings sharing the same stable job `id` within a run. |
| `onlyNewSinceLastRun` | boolean | `false` | Delta mode: emit only postings not seen in previous runs (seen IDs are remembered in the key-value store). Ideal for scheduled incremental runs and job alerts. |
| `cacheTtlSeconds` | integer | `1800` | Cache the upstream fetch in the key-value store for this many seconds; re-runs within the window skip the… (Advanced) |
| `countryCodes` *(Advanced, legacy)* | string | `""` | Legacy comma-separated form of `countryCodesList` (e.g. "ES,FR,DE"). Prefer `countryCodesList` — still functional and merged with it when both are set. |
| `stateName` *(Advanced)* | string | `""` | Optional namespace for the `onlyNewSinceLastRun` seen-ID memory. Empty = derived from the search parameters. |

### Output example

```json
{
  "id": "585e3eda-99a1-4b28-ab48-f3a7820ac9b0",
  "title": "Product Designer",
  "company": "Alan",
  "companySlug": "alan",
  "companyUrl": "https://www.welcometothejungle.com/en/companies/alan",
  "companyLogoUrl": "https://cdn-images.welcometothejungle.com/.../logo.jpg",
  "companyEmployeeCount": 500,
  "companyCreationYear": 2016,
  "companySectors": ["Health", "Software"],
  "location": "Paris, France (Hybrid)",
  "url": "https://www.welcometothejungle.com/en/companies/alan/jobs/product-designer",
  "postedAt": "2026-06-29",
  "contractType": "full_time",
  "experienceMin": 3,
  "educationLevel": "bac_5",
  "snippet": "Alan is looking for a Product Designer...",
  "salary": "45,000-60,000 EUR year",
  "salaryMin": 45000,
  "salaryMax": 60000,
  "salaryCurrency": "EUR",
  "salaryPeriod": "year",
  "hasRemote": true,
  "remoteType": "partial",
  "profession": "Product Management",
  "source": "wttj"
}
```

A second example — an on-site internship in Barcelona (shows `contractType`/company fields for a non-Paris, non-remote posting):

```json
{
  "id": "a71c0f2d-4b9e-4c11-9a3f-2e6d8b0c1f77",
  "title": "Data Analyst Intern",
  "company": "Glovo",
  "companyUrl": "https://www.welcometothejungle.com/en/companies/glovo",
  "companyEmployeeCount": 3000,
  "companySectors": ["Mobile Apps", "FoodTech"],
  "location": "Barcelona, Spain",
  "url": "https://www.welcometothejungle.com/en/companies/glovo/jobs/data-analyst-intern",
  "postedAt": "2026-07-02",
  "contractType": "internship",
  "experienceMin": 0,
  "salary": "",
  "hasRemote": false,
  "remoteType": null,
  "profession": "Tech & Engineering",
  "source": "wttj"
}
```

### Integrations

Send results straight to Google Sheets, Slack, Make, Zapier or any webhook via [Apify integrations](https://apify.com/integrations) — no code required, or pull the dataset over the [API](https://docs.apify.com/api/v2).

### Pricing

Pay per event: **$0.005 per Actor start** + **$2.00 per 1,000 jobs returned** ($0.002/job), with volume discounts at higher subscription tiers.
100 jobs ≈ $0.21. No subscription, no rental, no monthly rent — you pay only for the jobs you actually fetch.

#### How that compares

| Actor | Price per 1,000 jobs |
|---|---|
| `logiover/welcome-to-the-jungle-jobs-scraper` | $3.50–$5.00 |
| `easyapi/jungle-job-scraper` | $4.99 |
| `clearpath/welcome-to-the-jungle-jobs-api` | $3.00 |
| **This Actor** | **$2.00** |

Cheaper listings exist, but most cover a single market and return a bare job row. This Actor defaults to **17 EU countries**, returns **structured salary** (`salaryMin`/`salaryMax`/`salaryCurrency`/`salaryPeriod`) and a **company profile** (size, sector, founding year, logo) on every record, and pulls the full posting text with `includeDetails` — all from one index, with no secondary requests and no login.

### Use cases

- French/EU job boards and alert bots — schedule with `onlyNewSinceLastRun` for incremental "new postings only" runs
- Recruiting for the French tech market
- Employer-brand and hiring-trend research (company size, sector, founding year)
- Contract-type analysis (CDI/CDD/freelance) and experience-level filtering

### FAQ

**Is it legal to scrape Welcome to the Jungle?**
This Actor reads only publicly available job postings — data any visitor can see without logging in. No personal data behind authentication is touched. Review the target site's terms and your local regulations for your specific use case.

**Do I need an account on the target site?**
No. Postings are fetched from public pages/APIs — no login, cookies or session tokens.

**How fresh is the data?**
Every run fetches live listings. Results are cached for `cacheTtlSeconds` (default 30 min, set 0 to always hit the source live).

**How many jobs can I get?**
`maxItems` caps the run (set 0 where supported for no cap). Most sources paginate from newest to oldest.

**Something broken or missing?**
Open an issue on the Actor's **Issues** tab — it is monitored and reliability fixes ship fast.

### Related Actors

- [Web Developer Jobs Scraper — 10 Boards in One](https://apify.com/nomad-agent/web-dev-bundle)
- [AI & ML Engineer Jobs Scraper — 8 Boards in One](https://apify.com/nomad-agent/ml-ai-dev-bundle)

***

⭐ **Found this useful?** Leave a review on the Actor's page — it takes ten seconds and it is what helps other people find it.

- [LinkedIn Jobs Scraper — No Login, No Cookies](https://apify.com/nomad-agent/linkedin-scraper)

***

**From the maker of [Oink](https://github.com/Exdenta/OinkAIJobSearch)** — an open-source, AI-powered job-search bot for Telegram that runs on these Actors. [Try the free bot](https://t.me/job_search_everyday_bot), get a managed instance at [oinkjobsearch.com](https://oinkjobsearch.com), or browse the [full catalog of 50+ Actors](https://apify.com/nomad-agent).

# Actor input Schema

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

Free-text search over job titles and descriptions (e.g. <code>software engineer</code>, <code>product manager</code>). Leave empty to return all matching postings ranked by recency.

## `countryCodesList` (type: `array`):

ISO 3166-1 alpha-2 country codes to filter postings by office location (e.g. \[<code>ES</code>, <code>FR</code>, <code>DE</code>]). Leave empty to use the default EU set: ES, FR, DE, NL, BE, IE, PT, IT, SE, DK, FI, NO, AT, CH, PL, LU, EE. Combined with the legacy `countryCodes` string field (below, under Advanced) when both are set.

## `includeRemote` (type: `boolean`):

When enabled, postings flagged as fully remote or hybrid are included regardless of country. Disable to restrict results to the specified country offices only.

## `contractType` (type: `array`):

Restrict results to these contract types (Welcome to the Jungle codes). <code>full\_time</code> ≈ CDI, <code>temporary</code> ≈ CDD. Leave empty for all contract types.

## `experienceMax` (type: `integer`):

Only return postings requiring at most this many years of experience (e.g. <code>3</code> for junior-friendly roles). Leave empty for no experience filter. Note: postings where WTTJ does not report an experience requirement are excluded when this filter is set.

## `indexLang` (type: `string`):

Language variant of the search index. Controls how taxonomy labels (sectors, professions) are rendered. Job titles and descriptions are always preserved in their original language.

## `maxItems` (type: `integer`):

Maximum number of postings to return. Hard ceiling: Algolia (the search index Welcome to the Jungle exposes) refuses to page past its 1000th hit for any query, so no more than ~1000 postings can ever be returned per run regardless of this setting. In delta mode (onlyNewSinceLastRun) fewer may be returned once older postings have already been emitted.

## `includeDetails` (type: `boolean`):

When enabled, each record gains the full posting text (<code>descriptionText</code>), key missions, candidate profile, benefits and a company description — all sourced from the same search index (no extra requests). Adds payload size; leave off for a lean listing.

## `skipReposts` (type: `boolean`):

When enabled, drops repeat postings sharing the same stable job <code>id</code> within a run, so each posting appears at most once.

## `onlyNewSinceLastRun` (type: `boolean`):

When enabled, remembers the job IDs returned by previous runs (in this Actor's key-value store) and emits only postings not seen before — ideal for scheduled incremental runs and job alerts. First run returns everything; later runs return only new postings. Runs are grouped by their search parameters (or by an explicit `stateKey`, under Advanced).

## `cacheTtlSeconds` (type: `integer`):

Cache the upstream fetch in the key-value store for this many seconds; re-runs within the window skip the network call. Set 0 to disable.

## `countryCodes` (type: `string`):

Legacy comma-separated form of `countryCodes` (e.g. <code>ES,FR,DE</code>) — prefer the structured `countryCodesList` field above. Still functional and merged with `countryCodesList` when both are set.

## `stateName` (type: `string`):

Optional namespace for the <code>onlyNewSinceLastRun</code> seen-ID memory. Set a stable label (e.g. <code>paris-data-eng</code>) to share the same delta history across runs regardless of minor input changes. Leave empty to derive it automatically from the search parameters.

## Actor input object example

```json
{
  "query": "data engineer",
  "countryCodesList": [
    "ES",
    "FR",
    "DE"
  ],
  "includeRemote": true,
  "indexLang": "en",
  "maxItems": 50,
  "includeDetails": false,
  "skipReposts": false,
  "onlyNewSinceLastRun": false,
  "cacheTtlSeconds": 1800,
  "countryCodes": "ES,FR,DE",
  "stateName": "paris-data-eng"
}
```

# Actor output Schema

## `dataset` (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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("nomad-agent/wttj-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 = {}

# Run the Actor and wait for it to finish
run = client.actor("nomad-agent/wttj-scraper").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 '{}' |
apify call nomad-agent/wttj-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=nomad-agent/wttj-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/KxVBFTH16XqrsEZfj/builds/UsDIDf2qnWNtoguD5/openapi.json