# Indonesia Tech Jobs Scraper — Glints & Kalibrr Job Listings (`fauzimatakupan/indonesia-tech-jobs-scraper`) Actor

Unified Indonesia job scraper for Glints & Kalibrr. Extract tech, startup & corporate job openings with IDR salaries, skills, remote/hybrid filters & company profiles. No proxy, no login. $0.002/job, pay per result.

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

## Pricing

$2.00 / 1,000 job listing scrapeds

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

## Indonesia Tech & Startup Jobs Scraper — Glints & Kalibrr Job Listings

A lightweight, unified **Indonesia job scraper** for the country's two leading job portals:
**Glints** (glints.com) and **Kalibrr** (kalibrr.com). Extract active tech, startup, and
corporate job openings with standardized schemas, salary disclosures (IDR), skills
requirements, work arrangements (Remote/Hybrid/Onsite), and verified employer information.

Use this job listing scraper for recruitment market research, B2B lead generation
(active-hiring signals), job aggregator feeds, and salary benchmarking across Indonesia,
Philippines, Vietnam, Singapore, and Malaysia.

**Why pay per portal twice?** This unified job scraper merges both portals into one clean
dataset — one input, one schema, one bill. Incumbent single-portal scrapers charge a start
fee per run or ignore Indonesia entirely (the largest Kalibrr scraper on Apify targets the
Philippines, though ~72% of Kalibrr listings are Indonesian).

### Key Features

- **Unified Schema:** Consolidates diverse data structures from Glints and Kalibrr into a clean, normalized output schema.
- **$0 Proxy Overhead:** Fully operational on standard datacenter IPs without expensive residential proxies.
- **Zero Headless Overhead:** Pure HTTP extraction via `got-scraping` (emulating modern browser TLS fingerprints & HTTP/2); operates reliably within **256 MB RAM**.
- **Comprehensive Fields:** Includes job title, company name, industry, salary ranges (IDR), skills, benefits/perks, HR response rates, work arrangement, and direct job URLs.
- **Resilient & Isolated Architecture:** Per-portal error isolation ensures that a temporary failure on one portal will never abort collection from other portals. Includes automatic retries (3x) with exponential backoff and safe rate limiting (≥250ms delay).

### Pricing

Pay per event — **$0.002 per job listing**, no start fee. You only pay for jobs actually
returned; empty runs cost nothing.

| Jobs | Cost |
|---|---|
| 100 | $0.20 |
| 1,000 | $2.00 |
| 10,000 | $20.00 |

### Example use cases

- **Recruiter intelligence:** track which companies are actively hiring tech roles in
  Jakarta, Bandung, or Surabaya this week.
- **Job aggregator / Telegram & Discord job channels:** feed lowongan kerja terbaru into
  your community channel on a schedule.
- **Salary research:** analyze disclosed IDR salary ranges for data analysts, software
  engineers, and accountants across portals.
- **B2B lead generation:** companies hiring are companies growing — extract hiring
  companies as warm sales leads.

### Example input

```json
{
    "portals": ["glints", "kalibrr"],
    "searchKeyword": "data analyst",
    "country": "Indonesia",
    "location": "Jakarta",
    "workArrangement": "ALL",
    "jobType": "ALL",
    "maxItems": 100
}
```

### Example output

```json
{
  "jobId": "kalibrr-269280",
  "portal": "kalibrr",
  "jobTitle": "Data Engineer",
  "companyName": "PT BFI Finance Indonesia Tbk",
  "companyIndustry": "Financial Services",
  "companyWebsite": "https://www.bfi.co.id/",
  "companyLogo": "https://rec-data.kalibrr.com/www.kalibrr.com/logos/HLEQ7KAV59YN86LDKCDD8BTGGK56YXFK4ENUELCV-6a3b46d3.png",
  "workArrangement": "ONSITE",
  "employmentType": "FULL_TIME",
  "location": "Tangerang, Banten, Indonesia",
  "city": "Tangerang",
  "province": "Banten",
  "country": "Indonesia",
  "isRemote": false,
  "salary": {
    "min": 24554904,
    "max": 31570591,
    "currency": "IDR",
    "interval": "month",
    "isShown": true
  },
  "minExperienceYears": 5,
  "educationLevel": "Bachelor's Degree (S1)",
  "skills": [
    "IT and Software",
    "Bachelor degree in Informatics Engineering"
  ],
  "perks": [
    "Paid Leave",
    "Health Insurance",
    "Performance Bonus"
  ],
  "hrResponseRate": 93.8,
  "jobDescription": "Full job description text or HTML...",
  "jobQualifications": "Full job qualifications text or HTML...",
  "jobUrl": "https://www.kalibrr.com/c/bfifinance/jobs/269280/data-engineer-5",
  "applicationDeadline": "2026-11-29T17:00:00+00:00",
  "postedAt": "2026-10-14T06:10:52.586066+00:00",
  "scrapedAt": "2026-10-18T15:16:38.590Z"
}
```

### FAQ

**Does this Glints scraper need a login or proxy?** No login, no proxy. Both portals serve
public job data to standard datacenter IPs with browser-like User-Agent headers.

**Can I scrape both portals in one run?** Yes — that's the point. Select `["glints",
"kalibrr"]` (the default) and get both feeds merged into one normalized dataset. If one
portal fails mid-run, the other continues unaffected.

**Is this a Kalibrr Indonesia scraper?** Yes — Kalibrr coverage defaults to Indonesia
(country = "Indonesia"), but Philippines, Vietnam, Singapore, and Malaysia are also
supported for Glints.

**How fresh is the data?** Glints publishes daily (its sitemap showed ~74,000 archived
Indonesian job URLs updated daily); Kalibrr listings include exact `postedAt` timestamps
and application deadlines.

### Related Actors

Building an Indonesian market-data pipeline? Also check our other Actor:

- [OLX Indonesia Listings Scraper](https://apify.com/fauzimatakupan/olx-indonesia-listings-scraper) —
  classified ads & product listings from olx.co.id with prices (IDR), locations, and seller info.

### Input Parameters

| Parameter | Type | Default | Description |
|---|---|---|---|
| `portals` | `Array<string>` | `["glints", "kalibrr"]` | Target job portals to scrape (`glints`, `kalibrr`). |
| `searchKeyword` | `string` | `""` | Search keyword (e.g. `'Data Analyst'`, `'Software Engineer'`, `'Product Manager'`). Leave empty for all latest openings. |
| `country` | `string` | `"Indonesia"` | Placement country (`Indonesia`, `Philippines`, `Vietnam`, `Singapore`, `Malaysia`). |
| `location` | `string` | `""` | Optional city/province filter (e.g. `'Jakarta'`, `'Bandung'`, `'Surabaya'`). |
| `workArrangement` | `string` | `"ALL"` | Work setup filter: `'ALL'`, `'REMOTE'`, `'ONSITE'`, `'HYBRID'`. |
| `jobType` | `string` | `"ALL"` | Contract type filter: `'ALL'`, `'FULL_TIME'`, `'CONTRACT'`, `'INTERNSHIP'`, `'PART_TIME'`. |
| `maxItems` | `integer` | `100` | Maximum number of job records to collect. |
| `proxyConfiguration` | `object` | `{ "useApifyProxy": false }` | Optional proxy settings. Defaults to direct datacenter connection. |

### Local Development & Testing

Run the automated test suite without Actor runtime:

```bash
npm test
## Or directly:
node scripts/test-local.mjs
```

Run locally using Apify runtime:

```bash
npm start
```

# Actor input Schema

## `portals` (type: `array`):

Pilih satu atau kedua portal bursa kerja untuk di-scrape.

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

Kata kunci posisi lowongan kerja (misal: 'Software Engineer', 'Tax Supervisor', 'Data Analyst'). Kosongkan untuk mengambil semua lowongan terbaru.

## `country` (type: `string`):

Negara penempatan lowongan kerja.

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

Filter kota spesifik (misal: 'Jakarta', 'Bandung', 'Surabaya').

## `workArrangement` (type: `string`):

Skema tempat kerja.

## `jobType` (type: `string`):

Jenis kontrak pekerjaan.

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

Batas maksimum lowongan yang dikumpulkan.

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

Konfigurasi proxy (default: Datacenter IP tanpa biaya tambahan).

## Actor input object example

```json
{
  "portals": [
    "glints",
    "kalibrr"
  ],
  "country": "Indonesia",
  "workArrangement": "ALL",
  "jobType": "ALL",
  "maxItems": 100,
  "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("fauzimatakupan/indonesia-tech-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("fauzimatakupan/indonesia-tech-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 fauzimatakupan/indonesia-tech-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,fauzimatakupan/indonesia-tech-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/mXmfnuhtsUfX7MHku/builds/9O2ASPcwk7dTuEqJN/openapi.json