# Kalibrr Jobs Scraper (`matakupanlabs/kalibrr-jobs-scraper`) Actor

Scrape job listings from Kalibrr (Indonesia/Philippines). Extracts job title, company, location, employment type, salary range, education level, and posting date from SSR **NEXT_DATA**. No login required, pure HTTP — no browser.

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

## Pricing

from $1.00 / 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.

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

## Kalibrr Jobs Scraper — Indonesia & Philippines Tech & Corporate Job Listings

Extract structured job postings, company profiles, salaries, and application links from [Kalibrr](https://www.kalibrr.com) — one of Southeast Asia's leading career platforms serving Indonesia and the Philippines. Powered by direct HTTP extraction from Kalibrr's SSR `__NEXT_DATA__` and search API.

### Features

- **Fast & Lightweight Direct HTTP Architecture** — built with `got-scraping` + `cheerio` without browser overhead (no Playwright / Puppeteer needed).
- **Rich Structured Fields** — extracts job title, company name, company profile URL, location (city, region, country), employment tenure, published salaries, posting timestamps, category, education level, application redirect URL, and full job descriptions.
- **SSR Next.js Extraction** — retrieves `window.__NEXT_DATA__` directly from initial server responses with 100% data fidelity.
- **Seamless Pagination** — transparently pages through listings via Kalibrr's search API if more items are requested than the first page.
- **Zero Duplication** — deduplicates job records across multi-page crawls by unique job ID.

### Input Parameters

| Parameter | Type | Default | Description |
|---|---|---|---|
| `searchUrls` | Array | `["https://www.kalibrr.com/home"]` | List of Kalibrr listing or search URLs (e.g. `https://www.kalibrr.com/home`, `https://www.kalibrr.com/job-board/co/Indonesia`). |
| `maxItems` | Integer | `100` | Maximum total job records to collect. |
| `maxItemsPerPage` | Integer | `30` | Maximum items requested per pagination batch. |
| `includeDetails` | Boolean | `false` | Whether to enrich items with dedicated detail requests if missing description. |
| `proxyConfiguration` | Object | `{ "useApifyProxy": false }` | Apify proxy configuration (direct HTTP connection by default). |

### Output Schema

Each extracted job item follows the standardized schema:

```json
{
  "itemId": "274989",
  "itemName": "Business Development Manager",
  "itemUrl": "https://www.kalibrr.com/c/i-i-automotive-modifications/jobs/274989/business-development-manager",
  "company": "I&I Automotive Modifications",
  "companyUrl": "https://www.kalibrr.com/c/i-i-automotive-modifications",
  "location": "Quezon City, Metro Manila, Philippines",
  "jobType": "Full time",
  "salaryMin": null,
  "salaryMax": null,
  "salaryCurrency": null,
  "postedAt": "2026-10-28T09:00:55.853Z",
  "category": "Sales and Marketing",
  "sourceLabel": "kalibrr.com",
  "scrapedAt": "2026-10-29T00:30:00.000Z",
  "educationLevel": "Bachelor's Degree (S1)",
  "applyRedirectUrl": null,
  "description": "We are seeking an energetic, results-driven Business Development Manager..."
}
```

# Actor input Schema

## `searchUrls` (type: `array`):

Daftar URL listing atau kategori Kalibrr (mis. https://www.kalibrr.com/home, https://www.kalibrr.com/job-board, https://www.kalibrr.com/job-board/co/Indonesia) untuk di-scrape.

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

Batas total maksimum lowongan pekerjaan yang dikumpulkan.

## `maxItemsPerPage` (type: `integer`):

Batas maksimum item per halaman.

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

Ambil detail lengkap lowongan (deskripsi lengkap, kualifikasi).

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

Konfigurasi proxy (default: direct connection via got-scraping).

## Actor input object example

```json
{
  "searchUrls": [
    "https://www.kalibrr.com/home",
    "https://www.kalibrr.com/job-board/co/Indonesia"
  ],
  "maxItems": 100,
  "maxItemsPerPage": 30,
  "includeDetails": false,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `results` (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("matakupanlabs/kalibrr-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 = {}

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

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,matakupanlabs/kalibrr-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/hQWQHJmkPv2zcUG9W/builds/SgkMqD8IvrJKkktQb/openapi.json