# Kalibrr Job Scraper (`romy/kalibrr-job-scraper`) Actor

Scrape job listings from Kalibrr by company code using the public JSON API.

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

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-usage

## 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

### What does Kalibrr Job Scraper do?

**Kalibrr Job Scraper** extracts all active job listings from [Kalibrr](https://www.kalibrr.com) for one or more companies using the platform's public API. It returns structured data including job title, function, salary range, location, remote/hybrid status, and direct job URL — with no login or API key required. Run it on the Apify platform for scheduled monitoring, CSV/Excel export, and integration with your data pipelines.

### Why use Kalibrr Job Scraper?

- **Talent acquisition monitoring** — track which roles your competitors are hiring for
- **Market research** — analyze compensation bands, in-demand skills, and hiring trends by industry
- **Job board aggregation** — pull Kalibrr listings into your own dashboard or ATS
- **HR analytics** — compare hiring velocity across companies over time
- **Career tracking** — get notified when target companies post new openings

### How to use Kalibrr Job Scraper

1. Open the actor on the Apify platform and click **Try for free**
2. Go to the **Input** tab
3. Enter one or more Kalibrr company codes (e.g. `["globe-telecom", "manulife"]`)
4. Optionally set **Max Items** to cap the total number of results
5. Click **Start** and wait for the run to finish
6. Download results from the **Dataset** tab in JSON, CSV, or Excel format

> **Finding a company code:** Visit any company page on Kalibrr (e.g. `https://www.kalibrr.com/id-ID/c/globe-telecom`). The slug in the URL after `/c/` is the company code.

### Input

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `company_codes` | array of strings | Yes | Kalibrr company code(s), e.g. `["globe-telecom"]` |
| `max_items` | integer | No | Maximum total jobs to collect. Omit for unlimited. |

Example input:

```json
{
  "company_codes": ["globe-telecom", "manulife"],
  "max_items": 100
}
```

### Output

One JSON object per job listing. You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

Example output item:

```json
{
  "company_code": "globe-telecom",
  "company_name": "Globe Telecom",
  "company_industry": "Telecommunications",
  "job_id": 267770,
  "job_title": "Senior Software Engineer",
  "job_url": "https://www.kalibrr.com/id-ID/c/globe-telecom/jobs/267770/senior-software-engineer",
  "function": "Software Development",
  "work_experience_years": 3,
  "is_remote": false,
  "is_hybrid": true,
  "is_open_to_fresh_grads": false,
  "salary_shown": true,
  "salary_currency": "PHP",
  "salary_interval": "Monthly",
  "base_salary": 50000,
  "maximum_salary": 80000,
  "city": "Taguig",
  "region": "Metro Manila",
  "country": "Philippines",
  "posted_date": "2026-05-01",
  "application_end_date": "2026-06-30"
}
```

### Data Fields

| Field | Description |
|-------|-------------|
| `company_code` | Kalibrr company slug used as input |
| `company_name` | Full company name |
| `company_industry` | Industry category from Kalibrr |
| `job_id` | Numeric job ID |
| `job_title` | Job listing title |
| `job_url` | Direct link to the job posting |
| `function` | Job function/department |
| `work_experience_years` | Minimum years of experience required |
| `is_remote` | True if fully remote |
| `is_hybrid` | True if hybrid work arrangement |
| `is_open_to_fresh_grads` | True if fresh graduates may apply |
| `salary_shown` | True if salary range is publicly displayed |
| `salary_currency` | Currency code (e.g. PHP, IDR) |
| `salary_interval` | Pay period (e.g. Monthly, Annual) |
| `base_salary` | Minimum salary (null if hidden) |
| `maximum_salary` | Maximum salary (null if hidden) |
| `city` | Job location city |
| `region` | Job location region/province |
| `country` | Job location country |
| `posted_date` | Date the listing was activated (YYYY-MM-DD) |
| `application_end_date` | Application deadline (YYYY-MM-DD, null if none) |

### Cost Estimation

This actor uses direct API calls — no browser automation, no proxies required. A typical company with 100–150 job listings runs in under 30 seconds and uses minimal compute units. The Apify free tier is sufficient for monitoring a handful of companies.

### Tips

- **Paginating large companies:** The actor automatically fetches all pages. Companies with hundreds of listings are handled seamlessly.
- **Use `max_items`:** If you only need the most recent listings, set `max_items` to reduce run time.
- **Finding company codes:** Navigate to a company's Kalibrr page and copy the slug from the URL: `kalibrr.com/id-ID/c/{company-code}`.
- **Scheduling:** Use Apify Schedules to run the actor daily or weekly and track new listings over time.

### FAQ & Support

**Is scraping Kalibrr legal?** This actor accesses only public data via Kalibrr's publicly accessible API. No login or personal data is involved. Always review Kalibrr's Terms of Service before using scraped data commercially.

**What if a company code returns no results?** The actor will log a warning and skip that company. Double-check the code from the Kalibrr URL.

**Missing salary data?** Many companies on Kalibrr hide salary ranges. The `salary_shown` field indicates whether salary data is available; hidden salaries appear as `null`.

For bugs or feature requests, open an issue in the Issues tab.

# Actor input Schema

## `company_codes` (type: `array`):

List of Kalibrr company codes to scrape, e.g. \["globe-telecom", "manulife"].

## `max_items` (type: `integer`):

Maximum total number of jobs to collect across all companies. Leave empty for unlimited.

## Actor input object example

```json
{
  "company_codes": [
    "globe-telecom"
  ]
}
```

# 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 = {
    "company_codes": [
        "globe-telecom"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("romy/kalibrr-job-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 = { "company_codes": ["globe-telecom"] }

# Run the Actor and wait for it to finish
run = client.actor("romy/kalibrr-job-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 '{
  "company_codes": [
    "globe-telecom"
  ]
}' |
apify call romy/kalibrr-job-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,romy/kalibrr-job-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/JWrL9sxpDl7Y1uDaF/builds/54KYTuLZdZVcS6Loc/openapi.json