# Just Join IT Jobs Scraper (`datawatcher/justjoin-scraper`) Actor Scrapes job offers from justjoin.it, Poland's largest IT job board, through its public JSON API: salaries per contract type, skills with levels, locations, and the full description. Same output schema as our other job portal actors. - **URL**: https://apify.com/datawatcher/justjoin-scraper.md - **Developed by:** [DataWatcher](https://apify.com/datawatcher) (community) - **Categories:** Jobs - **Features:** Limited permissions - **Stats:** 1 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $0.34 / 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/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 ## Just Join IT Jobs Scraper Scrape **Just Join IT jobs** data from [justjoin.it](https://justjoin.it), Poland's largest IT job board, through its public JSON **API**. Get clean rows as JSON, CSV or Excel: **salaries** (also per month), **skills with levels**, seniority, contract types, locations and company. You can run it from the Apify API too. ### 🔎 What does Just Join IT Jobs Scraper do? - Searches justjoin.it by keywords, cities, categories, work type, experience level, contract type and "with salary only", or reads any listing or offer URL you paste. - Returns one row per offer. With `extractFullDetails` on, each offer's own page is read too: full description (text and HTML), skills, benefits, languages and company profile. ### ⭐ Why this one > **1️⃣ One schema across job portals.** > All our job actors share one output schema and one input schema. Build your pipeline once: our other job actors ([Nofluffjobs](https://apify.com/datawatcher/nofluffjobs-scraper), [Aplikuj](https://apify.com/datawatcher/aplikuj-scraper), [Bluelionjob](https://apify.com/datawatcher/bluelionjob-scraper), [Bulldogjob](https://apify.com/datawatcher/bulldogjob-scraper), [Hollylist](https://apify.com/datawatcher/hollylist-scraper), [Jobs-cz](https://apify.com/datawatcher/jobs-cz-scraper), [Pracuj](https://apify.com/datawatcher/pracuj-scraper), [Reed](https://apify.com/datawatcher/reed-scraper), [RocketJobs.pl](https://apify.com/datawatcher/rocketjobs-scraper), [Skillshot](https://apify.com/datawatcher/skillshot-scraper), [theprotocol.it](https://apify.com/datawatcher/theprotocol-scraper)) take the same input and return the same fields, so adding a portal means changing the actor name, not your code. - **Low price, no start fee.** $0.40 per 1,000 offers. The median competing justjoin.it scraper charges $1.30 per 1,000 results, and 26 of 30 add a start fee. You pay only for rows you get. - **Salaries per month, plus the employer's own figures.** Each pay range starts with a monthly entry. A pay per hour, day, week or year also keeps the employer's own figures as a second entry (`isOriginal` true). Each entry has `min`, `max`, `currency`, `period`, `contractType` and `grossNet`. - **Skills with levels.** Each skill comes with its level (1 to 5, when the portal gives one) and whether it is a must-have. - **Rich company data.** With details on, the employer's justjoin.it company page is read too (size, active offers, history, address, website), once per company per run. - **Clear run status.** A run summary and a health status are saved after each run. A search that fails writes an unbilled diagnostic row. ### 🚀 How to scrape Just Join IT jobs 1. Open the actor on Apify and click **Try for free**. 2. Fill in keywords, cities and filters, or paste a justjoin.it listing or offer URL into `startUrls`. 3. Click **Start**. 4. Download the **Just Join IT jobs data** as JSON, CSV or Excel from the Output tab, or fetch it with the Apify API. ### Data This actor returns only what the site shows publicly at run time. We don't store or keep that data and are not its controller — you decide how you use it. This is an independent tool, not affiliated with or endorsed by justjoin.it; trademarks belong to their owners. You are responsible for following justjoin.it's terms and data-protection law (GDPR and others). ### 🤖 Use with AI agents (MCP) AI assistants (Claude, ChatGPT, Cursor…) can run this actor through Apify's MCP server. Connect the server in your assistant, then ask, for example: ```text Use the Just Join IT Jobs Scraper to find senior Python offers in Warsaw or fully remote that show a salary. Show the 10 with the highest pay, with company, salary, period and link. ``` ### 🔌 Run it your way - **Schedule it** with Apify schedules. - **Call it from the Apify API** and its clients (Python, JavaScript). - **Connect it** to Make, n8n, Zapier, webhooks or Google Sheets. - **Ask an AI agent to run it**: see [Use with AI agents (MCP)](#-use-with-ai-agents-mcp). ### ⚙️ Input Example: Python offers in Warsaw, B2B or employment, remote or hybrid, mid or senior, with full details: ```json { "searchQueries": ["python"], "locations": ["Warszawa"], "contractTypes": ["b2b", "employment"], "workType": ["remote", "hybrid"], "experience": ["mid", "senior"], "maxResults": 50, "extractFullDetails": true } ``` | Field | Default | Notes | | --- | --- | --- | | `maxResults` | `50` | Offers in total. `0` = no limit (the run timeout still applies). Free plan runs return at most 1,000 offers, whatever is set here | | `startUrls` | – | justjoin.it listing pages (`https://justjoin.it/job-offers/warszawa/python?keyword=django`) or offer pages (`https://justjoin.it/job-offer/...`). A listing URL is read as that listing, an offer URL is read directly. The filters below still apply: rows that do not match are dropped. `searchQueries` is not applied (a warning says so) | | `searchQueries` | – | Keywords, one search per line (a technology or a job title). Each search runs once per location | | `locations` | – | City names; accents and case do not matter (Krakow = Kraków = KRAKÓW). A city the portal does not know gives a warning and no search for it. Empty: anywhere | | `categories` | – | `backend`, `frontend`, `mobile`, `devops`, `data`, `ai-ml`, `testing`, `security`, `it-admin`, `support`, `embedded`, `gamedev`, `erp`, `architecture`, `project-management`, `ux-ui`, `administration`, `business-analysis`, `construction`, `consulting`, `customer-service`, `education`, `engineering`, `finance`, `fullstack`, `healthcare`, `hospitality`, `hr`, `legal`, `logistics`, `marketing`, `product`, `production`, `sales` | | `contractTypes` | – | `employment`, `b2b`, `mandate`, `internship`, `specific-task` | | `workType` | – | `remote`, `hybrid`, `onsite`, `mobile` | | `experience` | – | `intern`, `junior`, `mid`, `senior`, `manager`, `executive`, `expert`, `lead` | | `withSalaryOnly` | `false` | Only offers that show a salary | | `extractFullDetails` | `false` | Off: listing-level rows, cheaper and faster. On: each offer's own page (and its company, once per run) is read for the description, skills, benefits, languages and company details. An offer URL is read in full either way | | `maxConcurrency` | `1` | Searches and detail pages processed in parallel | | `maxRequestsPerMinute` | `60` | Request rate for the whole run | | `proxyConfiguration` | off | Apify Proxy settings, useful when many detail pages are requested | | `maxRequestRetries` | `2` | Retries after a failed request | justjoin.it has no category for `fullstack`, `product`, `business-analysis`, `sales`, `marketing`, `hr`, `finance`, `customer-service`, `engineering`, `production`, `logistics`, `legal`, `administration`, `consulting`, `education`, `healthcare`, `construction` and `hospitality`: those values are ignored (a warning says so); with only such values, no search is made. Three more values are ignored in the same way: the contract type `specific-task`, the work type `mobile`, and the experience levels `expert` and `lead`. A warning says so, and with only such values, no search is made. justjoin.it serves up to 10,000 offers per search: for a bigger slice, split it with locations, categories or filters and run several searches. ### 🧭 Input modes: what you give, what you get One actor, six ways to use it. The mode follows from what you fill in. | Mode | You give | Rows | Offer pages read | | --- | --- | --- | --- | | 🟢 **1. Default search** | nothing (empty input) | Newest offers, up to `maxResults` | Only with `extractFullDetails` on | | 🔤 **2. Keyword search** | `searchQueries` | One search per keyword | Only with `extractFullDetails` on | | 🎛️ **3. Filtered search** | one or more filters, keywords optional | Offers matching the filters | Only with `extractFullDetails` on | | 🔗 **4. Listing / search URL** | `startUrls` with a listing URL | That listing, as the site shows it | Only with `extractFullDetails` on | | 📄 **5. One offer URL** | `startUrls` with an offer URL | That one offer | Yes (a full row either way) | | 🧩 **6. URLs + filters** | `startUrls` plus filters | Only rows matching the filters | Offer URLs yes; listed offers only with `extractFullDetails` on | Minimal input for each mode. Add `"extractFullDetails": true` to modes 1 to 4 and 6 for full rows. #### 🟢 1. Default search ```json {"maxResults": 3} ``` #### 🔤 2. Keyword search ```json {"searchQueries": ["python"], "maxResults": 3} ``` #### 🎛️ 3. Filtered search ```json {"searchQueries": ["python"], "locations": ["Warszawa"], "contractTypes": ["b2b", "employment"], "workType": ["remote", "hybrid"], "experience": ["mid", "senior"], "maxResults": 3} ``` #### 🔗 4. Listing / search URL ```json {"startUrls": [{"url": "https://justjoin.it/job-offers/all-locations"}], "maxResults": 3} ``` #### 📄 5. One offer URL ```json {"startUrls": [{"url": "https://justjoin.it/job-offer/awareson-sp-z-o-o--senior-it-project-manager-servicenow-side-project-warszawa-pm"}]} ``` #### 🧩 6. URLs + filters ```json {"startUrls": [{"url": "https://justjoin.it/job-offers/all-locations"}, {"url": "https://justjoin.it/job-offer/awareson-sp-z-o-o--senior-it-project-manager-servicenow-side-project-warszawa-pm"}], "withSalaryOnly": true, "maxResults": 3} ``` With a start URL, rows that do not match your filters are dropped. When a listing row lacks the field a filter needs, the actor reads that offer's own page to decide. ### 📦 Output: Just Join IT jobs data A row from a keyword search with details on (shortened; empty fields left out): ```json { "recordType": "job", "source": "justjoin", "url": "https://justjoin.it/job-offer/dcg-python-developer-warszawa-python-e1a068e3", "title": "Python Developer", "company": { "name": "DCG", "url": "https://dcg.pl/", "profileUrl": "https://justjoin.it/brands/story/dcg-2", "size": "450", "address": "Towarowa 28, Warszawa" }, "locations": [{"city": "Warszawa", "region": "mazowieckie", "countryCode": "PL"}], "workType": [{"type": "hybrid", "remotePercent": 60}], "categories": [{"value": "backend", "original": "Python"}], "experience": {"levels": [{"value": "senior", "original": "Senior", "minYears": 6, "source": "description"}]}, "contractTypes": [{"value": "b2b", "original": "b2b", "source": "portal"}], "workTime": "full-time", "salaries": [ {"contractType": "b2b", "currency": "PLN", "grossNet": "net", "min": 23520, "max": 25200, "period": "month", "isOriginal": false}, {"contractType": "b2b", "currency": "PLN", "grossNet": "net", "min": 140, "max": 150, "period": "hour", "isOriginal": true} ], "skills": [ {"name": "Python", "level": 3, "required": true, "source": "portal"}, {"name": "Microservices", "level": 3, "required": true, "source": "portal"} ], "benefits": ["Dofinansowanie karty sportowej"], "languages": {"offer": "pl", "requirements": [{"code": "pl", "level": "C2"}, {"code": "en", "level": "B1"}]}, "description": {"text": "Jako firma rekrutacyjna jesteśmy świadomi, że każdy solidny biznes napędzają ludzie z odpowiednio dopasowanymi kompetencjami...", "html": "

Jako firma rekrutacyjna jesteśmy świadomi, że każdy solidny biznes napędzają ludzie z odpowiednio dopasowanymi kompetencjami..."}, "extensions": {"applyUrl": "https://dcg.pl/aplikuj,234,pl&offer=6932", "remoteInterview": false} } ``` Missing data is `null`, never a guess. **Run status.** After each run, open the run's key-value store (Storage tab) to see how it went: - **`RUN_HEALTH`**: `ok`, or `degraded` with the reason (no rows, a failed request, a warning, or a row that broke a data rule). - **`RUN_SUMMARY`**: the run's numbers: rows, requests, retries, failed requests, warnings and billed events. ### 💰 Pricing (Pay-Per-Event) | Event | Price | Trigger | | --- | --- | --- | | Job result (`job-scraped`) | $0.40 per 1,000 events | One job offer returned by the Actor | | Job details (`job-details-scraped`) | $1.50 per 1,000 events | Additional charge for a job offer whose detail page was read | No start fee: a run costs only the rows it returns. An offer with details costs both events: $0.40 + $1.50 per 1,000 offers. Free plan: each run returns up to 1,000 results; upgrade your Apify plan for more. ### 🎯 Use cases - Track new IT openings for a role or stack on a daily schedule. - Feed a job board aggregator or a personal job-search dashboard. - Compare pay by contract type, city and experience level, in the employers' own currencies. - Market research: which skills and seniority levels are in demand. - Lead lists of hiring companies. - Run the same pipeline over several job portals, since they share one schema. ### 🩺 If a run fails The run health (the `RUN_HEALTH` record, `RUN_SUMMARY` and the last line of the log) names the cause, for example `site down: list request answered 500 x3`. Find that start of the message in the table. | Error in the log / run health | What it means | What you do | |---|---|---| | `site down: answered 500, 502-504, 520-526` | The site is offline or has a fault. The actor waits longer between tries, then stops the run. | Try again later. | | `blocked: answered 401, 403, 1020` or a captcha page | The site refused the request or showed a captcha page. | The actor already retries once through the Apify proxy. If it still fails, turn on the Apify proxy in the input (use the RESIDENTIAL group if it is already on). | | `rate limited: answered 429` | The site asks for fewer requests. The actor waits and slows down by itself. | If it keeps happening, lower `maxRequestsPerMinute`. | | `gone: answered 404, 410` | The page or offer was removed. The actor skips it and it is not charged. | Nothing; this is normal. | | `network error: failed with timeout` (or connection error, DNS error) | A timeout or a broken connection. The actor retries with a pause. | Try again later. | | `wrong answer: returned HTML instead of JSON` (or an empty body) | The site answered with a page that is not data (HTML instead of JSON, an empty body). The site has probably changed. | Report it in the Issues tab; we fix it. | ### ❓ FAQ #### How many Just Join IT jobs can I get? As many as `maxResults` says (`0` = no limit). justjoin.it serves up to 10,000 offers per search, so split a bigger slice by city, category or filter and run several searches. #### How do I export Just Join IT jobs to Excel or CSV? Run the actor, open the Output tab and pick Excel or CSV in the export options. JSON, XML and HTML are there too, and the Apify API returns the same data. #### How do I get Just Join IT salary data? Each offer that shows pay has a `salaries` list with `min`, `max`, `currency`, `period`, `contractType` and `grossNet`. Turn on `withSalaryOnly` to get only offers that show pay. #### What is the monthly salary? Each pay range starts with a monthly item (`period` "month"). If the employer gives pay per hour, day, week or year, we compute it: hour x 168, day x 21, week x 52 / 12, year / 12, rounded to a whole unit. The employer's own figures follow it with `isOriginal` true. #### Can I combine it with other portals? Yes. All our job actors share one output schema and one input schema, so rows from different portals fit one table. See the list below. ### 🔗 Other Polish job scrapers (same schema) - [Nofluffjobs Jobs Scraper](https://apify.com/datawatcher/nofluffjobs-scraper) - [Aplikuj Job Scraper](https://apify.com/datawatcher/aplikuj-scraper) - [Bluelionjob Jobs Scraper](https://apify.com/datawatcher/bluelionjob-scraper) - [Bulldogjob Jobs Scraper](https://apify.com/datawatcher/bulldogjob-scraper) - [Pracuj Job Scraper](https://apify.com/datawatcher/pracuj-scraper) - [RocketJobs.pl Jobs Scraper](https://apify.com/datawatcher/rocketjobs-scraper) - [Skillshot Jobs Scraper](https://apify.com/datawatcher/skillshot-scraper) - [theprotocol.it Jobs Scraper](https://apify.com/datawatcher/theprotocol-scraper) ### 🔗 Other job scrapers (same schema) - [Hollylist Jobs Scraper](https://apify.com/datawatcher/hollylist-scraper) - [Jobs-cz Jobs Scraper](https://apify.com/datawatcher/jobs-cz-scraper) - [Reed Jobs Scraper](https://apify.com/datawatcher/reed-scraper) ### 💬 Feedback and custom work Need another portal, a field or a custom feed? Open an issue on the Issues tab. # Changelog This Actor's version history is a separate document: https://apify.com/datawatcher/justjoin-scraper/changelog.md # Actor input Schema ## `maxResults` (type: `integer`): Maximum number of offers returned, in total. 0 = no limit (the run timeout still applies). Free plan Apify users get at most 1000 offers per run, whatever is set here (paying users have no cap). justjoin.it serves at most 10,000 per search. ## `startUrls` (type: `array`): URLs from which the actor starts scraping, instead of a search: a listing/search URL is read as that listing, a specific offer URL is read directly. locations, categories, contractTypes, workType, experience and withSalaryOnly still apply: rows that do not match are dropped. searchQueries is not applied (a warning says so). justjoin.it listing pages (https://justjoin.it/job-offers/warszawa/python?keyword=django) or offer pages (https://justjoin.it/job-offer/...). ## `searchQueries` (type: `array`): Keywords to search for, one search per line (a technology or a job title). Empty - every offer. Each search runs once per location. ## `locations` (type: `array`): Only offers in these cities, written as normal city names; accents and case do not matter (Krakow = Kraków = KRAKÓW). A city the portal does not know gives a warning and no search for it, never an unfiltered search. Empty - anywhere. Each search runs once per location. ## `categories` (type: `array`): Only offers in these categories (the output's `categories[].value` values). Empty - all. justjoin.it has no category for fullstack, business-analysis, product, sales, marketing, hr, finance, customer-service, engineering, production, logistics, legal, administration, consulting, education, healthcare, construction and hospitality: those values are ignored (a warning says so); with only such values, no search is made. ## `contractTypes` (type: `array`): Only offers that allow one of these contracts (the output's `contractTypes` values). Empty - all. justjoin.it cannot filter on `specific-task`: that value is ignored (a warning says so); with only that value, no search is made. ## `workType` (type: `array`): Only offers with one of these work types (the output's `workType[].type` values). Empty - all. justjoin.it has no `mobile` work type: that value is ignored (a warning says so); with only that value, no search is made. ## `experience` (type: `array`): Only offers for these experience levels (the output's `experience.levels[].value` values). Empty - all. justjoin.it has no `expert` or `lead` level: those values are ignored (a warning says so); with only such values, no search is made. ## `withSalaryOnly` (type: `boolean`): Only offers that show a salary (the output's `salaries` is not empty). Off - all offers. ## `extractFullDetails` (type: `boolean`): Fetch each offer's own page (and its company once per run) and return the full data: the description, skills, benefits, languages, company details. Off - listing-level data only, cheaper and faster. An offer start URL is always read. A filter whose field the listing lacks still reads that offer's page to decide. ## `maxConcurrency` (type: `integer`): Maximum number of searches/details processed in parallel. ## `maxRequestsPerMinute` (type: `integer`): Maximum HTTP request rate, for the whole run. ## `proxyConfiguration` (type: `object`): Proxy settings, especially useful when many detail pages are requested. ## `maxRequestRetries` (type: `integer`): Number of retries after a failed HTTP request. ## Actor input object example ```json { "maxResults": 10, "searchQueries": [ "python" ], "withSalaryOnly": false, "extractFullDetails": false, "maxConcurrency": 1, "maxRequestsPerMinute": 60, "proxyConfiguration": { "useApifyProxy": false }, "maxRequestRetries": 2 } ``` # Actor output Schema ## `results` (type: `string`): One row per item; a search that failed completely adds one unbilled recordType "diagnostic" row. ## `runSummary` (type: `string`): Rows, requests and budget, retries, failures, early stop, warnings, billing events, data-rule problems. ## `runHealth` (type: `string`): {status, reason}: ok, degraded, or failed (health-check mode only). # 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 '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "maxResults": 10, "searchQueries": [ "python" ] }; // Run the Actor and wait for it to finish const run = await client.actor("datawatcher/justjoin-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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "maxResults": 10, "searchQueries": ["python"], } # Run the Actor and wait for it to finish run = client.actor("datawatcher/justjoin-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 '{ "maxResults": 10, "searchQueries": [ "python" ] }' | apify call datawatcher/justjoin-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,datawatcher/justjoin-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 ` 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/fWAriGuImjqQKil3R/builds/ugbsfHcbJHjyLrU64/openapi.json