# JustJoin.it Scraper — Tech Jobs & Salaries (`muhammadafzal/justjoin-it-scraper`) Actor

Scrape public JustJoin.it tech jobs with salary ranges, skills, locations, work modes, contracts, and descriptions.

- **URL**: https://apify.com/muhammadafzal/justjoin-it-scraper.md
- **Developed by:** [Muhammad Afzal](https://apify.com/muhammadafzal) (community)
- **Categories:** Jobs, Automation, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 1,000 justjoin.it job returneds

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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## JustJoin.it Scraper — Tech Jobs & Salaries

**Free plan limit:** Free-plan users can receive up to **5 result records per run**. Paid-plan and local/unknown runs retain the Actor's existing limits.

Collect structured public job offers from [JustJoin.it](https://justjoin.it/). The Actor accepts JustJoin.it search, category, location, and individual job URLs, then returns one clean dataset row per unique job.

### What you get

- Job title, stable ID, company, company size, and company URL
- City, street, country, coordinates, and workplace type
- Experience level, job category, remote-interview flag
- Required and nice-to-have skills
- Contract-specific salary ranges, currency, unit, and gross/net flag
- Description, publication and expiration dates, application URL, and source URL

### Input

```json
{
  "startUrls": [
    { "url": "https://justjoin.it/job-offers/all-locations/data" }
  ],
  "keyword": "Python",
  "maxResults": 10,
  "maxConcurrency": 5,
  "maxRequestRetries": 2
}
```

Use URLs copied from the public JustJoin.it job board. A URL under `/job-offers/` collects the public jobs visible on that search page. A URL under `/job-offer/` collects that one job. Results are deduplicated across inputs. The optional `keyword` is matched against title, company, location, category, skills, and description.

### Output example

```json
{
  "jobId": "fdeef542-5fcc-4ac5-abdc-9260f9dcbc92",
  "title": "Senior Backend Developer",
  "company": "Example Company",
  "city": "Krakow",
  "workplaceType": "hybrid",
  "experienceLevel": "senior",
  "category": "go",
  "employmentTypes": [
    { "type": "b2b", "currency": "PLN", "from": 25000, "to": 32000, "unit": "month", "gross": false }
  ],
  "requiredSkills": ["Node.js", "REST API"],
  "niceToHaveSkills": ["Go"],
  "jobUrl": "https://justjoin.it/job-offer/example"
}
```

The default dataset contains only job records. Run diagnostics and warnings are stored in the `SUMMARY` key-value-store record.

### Pricing

This Actor uses **pay-per-event** pricing. These are the current Apify Store event prices:

| Event | Price (USD) | When it is charged |
|---|---:|---|
| `apify-actor-start` | $0.00005 | Actor Start — Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event). — Charged once per run. |
| `apify-default-dataset-item` | $0.001 | JustJoin.it job returned — One unique, schema-valid JustJoin.it job delivered to the default dataset. |

Apify platform usage for this Actor run is included alongside the event prices above; no separate per-run platform-usage fee is passed to users.

This covers Apify platform usage for this Actor run. Other Apify products or usage outside this Actor run may still follow your account plan.

### Reliability and limits

The Actor uses public, server-rendered JustJoin.it pages and JSON-LD rather than a browser. Requests have bounded concurrency, 30-second timeouts, exponential backoff, deduplication, schema validation, and a systemic-failure circuit breaker. One search page currently exposes up to roughly 100 current jobs; use multiple category/location URLs to broaden a run. Page availability and fields can change when JustJoin.it changes its public site.

### Responsible use

Use the data in accordance with JustJoin.it terms, robots directives, applicable privacy and database laws, and the job posters' rights. This Actor accesses public pages only; it does not bypass logins, CAPTCHAs, paywalls, or other access controls. Avoid republishing personal data or sending unsolicited messages.

### What data does JustJoin.it Scraper — Tech Jobs & Salaries return?

| Field | Type | Description |
|---|---|---|
| `jobId` | string | Job ID |
| `title` | string | Job title |
| `company` | string or null | Company |
| `companyUrl` | string or null | Company URL |
| `companyLogoUrl` | string or null | Company logo |
| `companySize` | string or null | Company size |
| `city` | string or null | City |
| `street` | string or null | Street |
| `country` | string or null | Country |
| `latitude` | number or null | Latitude |
| `longitude` | number or null | Longitude |
| `workplaceType` | string or null | Workplace type |
| `remoteInterview` | boolean or null | Remote interview |
| `experienceLevel` | string or null | Experience level |
| `category` | string or null | Category |
| `employmentTypes` | array | Employment and salary options |
| `requiredSkills` | array | Required skills |
| `niceToHaveSkills` | array | Nice-to-have skills |
| `description` | string or null | Description |
| `publishedAt` | string or null | Published at |
| `validThrough` | string or null | Valid through |
| `applyUrl` | string or null | Apply URL |
| `jobUrl` | string | Job URL |
| `sourceUrl` | string | Source search URL |

### Use cases

- Research open roles, employers, locations, and hiring-market trends.
- Schedule repeatable collection and export results to downstream workflows.
- Add a repeatable structured-data step to applications, agents, and automation pipelines.
- Run a one-off research job and export the structured result as JSON, CSV, Excel, XML, or RSS from Apify.
- Schedule the same input to monitor changes over time and send completed datasets to a webhook or integration.

### Run JustJoin.it Scraper — Tech Jobs & Salaries with the Apify API

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

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('muhammadafzal/justjoin-it-scraper').call({
  "startUrls": [
    {
      "url": "https://justjoin.it/job-offers/all-locations/data"
    }
  ],
  "keyword": "",
  "maxResults": 10,
  "maxConcurrency": 5,
  "maxRequestRetries": 2
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);
```

You can also run the Actor from Apify Console, schedules, webhooks, the REST API, Make, Zapier, n8n, or the hosted Apify MCP server.

### Support

When reporting a problem, include the **Actor run ID**, a redacted input, the expected result, and a small public example URL when applicable. Do not post API tokens, cookies, credentials, or personal data in an issue.

# Actor input Schema

## `startUrls` (type: `array`):

Add JustJoin.it job search/category/location URLs or individual job-offer URLs. The default collects the newest jobs from all locations.

## `keyword` (type: `string`):

Optional case-insensitive filter applied to title, company, description, skills, and location, for example Python or DevOps.

## `maxResults` (type: `integer`):

Maximum unique jobs to return across all URLs. Enter 1 to 1000; defaults to 10.

## `maxConcurrency` (type: `integer`):

Concurrent detail-page requests. Enter 1 to 15; defaults to 5 to keep load polite and stable.

## `maxRequestRetries` (type: `integer`):

Retries for temporary 429, 5xx, timeout, or network failures. Enter 0 to 4; defaults to 2.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://justjoin.it/job-offers/all-locations/data"
    }
  ],
  "keyword": "",
  "maxResults": 10,
  "maxConcurrency": 5,
  "maxRequestRetries": 2
}
```

# Actor output Schema

## `datasetItems` (type: `string`):

No description

## `summary` (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 = {
    "startUrls": [
        {
            "url": "https://justjoin.it/job-offers/all-locations/data"
        }
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("muhammadafzal/justjoin-it-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 = { "startUrls": [{ "url": "https://justjoin.it/job-offers/all-locations/data" }] }

# Run the Actor and wait for it to finish
run = client.actor("muhammadafzal/justjoin-it-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 '{
  "startUrls": [
    {
      "url": "https://justjoin.it/job-offers/all-locations/data"
    }
  ]
}' |
apify call muhammadafzal/justjoin-it-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,muhammadafzal/justjoin-it-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/2XEhUMWja89eN30YY/builds/F2MbDbTWLOEQfpMHd/openapi.json