# JobStreet & JobsDB Scraper – 6 Countries, Salary, Descriptions (`rt-solutions/jobstreet-jobsdb-scraper`) Actor

Scrape JobStreet (Malaysia, Singapore, Indonesia, Philippines) and JobsDB (Hong Kong, Thailand) in one run: title, company, location, salary as numbers with currency, work type, remote/hybrid, category and full job description. $1 per 1,000 jobs.

- **URL**: https://apify.com/rt-solutions/jobstreet-jobsdb-scraper.md
- **Developed by:** [RT SOLUTIONS](https://apify.com/rt-solutions) (community)
- **Categories:** Jobs, Lead generation
- **Features:** Limited permissions
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.05 / 1,000 jobs

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

## JobStreet & JobsDB Scraper — 6 countries, full descriptions, salary as numbers

Scrape **JobStreet** (Malaysia, Singapore, Indonesia, Philippines) and **JobsDB** (Hong Kong, Thailand) job listings by keyword and location — **all six countries from one Actor, in one run** — with the **full job description** and the **salary converted to numbers with its currency**. Ready for recruitment, lead generation, salary benchmarks and job boards across Southeast Asia.

### What you get per job

- Title, company, company ID, location, region, country, site
- **Salary**: original label + `salaryMin`, `salaryMax`, `salaryPeriod` (month/hour/day/year) and `salaryCurrency` (MYR, SGD, IDR, PHP, HKD, THB, USD)
- Work type (full time, part time, contract, casual) and **work arrangement** (on-site, hybrid, remote)
- Category and sub-category
- Listing date, teaser, bullet points, featured flag, job URL
- **Full description** (text + HTML) and expiry date

### Why this scraper

| | This scraper | Others |
|---|---|---|
| JobStreet **and** JobsDB, 6 countries in one run | ✅ | one site or a few countries per Actor |
| Full job description | ✅ included | often extra or missing |
| Salary as numbers **with currency** | ✅ handles RM, S$, Rp (incl. "jt"), ₱, HK$, ฿, US$ | text only |
| Free-text salary fields ("Up to PHP45K + Day 1 HMO") | ✅ parsed correctly | often wrong |
| More than 540 results per search | ✅ splits automatically by category and work type | capped |
| "Posted within 1 day" = the real last 24 hours | ✅ | site filter only (a few jobs) |
| Price | **$1.50 / 1,000 jobs** | $1 – $4 / 1,000 |

### Example

```json
{
  "jobId": "95358159",
  "title": "Finance Accounting Tax (FAT) - Mandarin Speaker",
  "company": "PT Aucma Indonesia Electrical",
  "location": "Jakarta",
  "country": "ID",
  "site": "id.jobstreet.com",
  "salaryLabel": "Rp 15.000.000 – Rp 19.500.000 per month",
  "salaryMin": 15000000,
  "salaryMax": 19500000,
  "salaryPeriod": "month",
  "salaryCurrency": "IDR",
  "workType": "Contract/Temp",
  "workArrangement": "On-site",
  "classification": "Accounting",
  "subclassification": "Financial Accounting & Reporting",
  "listedAt": "2026-10-19T12:31:21Z",
  "url": "https://id.jobstreet.com/job/95358159",
  "description": "Handle daily accounting transactions…"
}
```

### How to use

1. Enter **keywords** (one per line) — or leave empty to collect all jobs.
2. Select one or more **countries**, and optionally a **location** (e.g. Kuala Lumpur, Jakarta, Makati City, Bangkok).
3. Add filters: work type, remote/hybrid, posted within, minimum monthly salary.
4. Click **Start**. Export to JSON, CSV or Excel, or schedule daily runs to track new jobs.

**Tip — daily new jobs:** leave keywords empty, set *Posted within* to 1 and schedule the Actor every day.

### Pricing

**$1.50 per 1,000 jobs** ($0.0015 per job, description included), cheaper on paid Apify plans. No platform fees on top.

### Use cases

- **Recruitment agencies**: collect fresh openings in Malaysia, Singapore, Indonesia, the Philippines, Hong Kong and Thailand in one sheet.
- **Lead generation**: see which companies are hiring, in which category and location.
- **Salary benchmarks**: compare `salaryMin` / `salaryMax` by role, country and currency.
- **Job boards and newsletters**: publish new jobs daily with full descriptions.
- **Labour-market research**: track work arrangements (on-site, hybrid, remote) and categories over time.

### Use with AI agents (MCP)

You can call this Actor from Claude, ChatGPT, Cursor or any other MCP client through the Apify MCP server (https://mcp.apify.com), using the Actor ID `rt-solutions/jobstreet-jobsdb-scraper`. Example request: *"Find accountant jobs in Kuala Lumpur posted in the last day on JobStreet and give me the salary ranges."* It also works through the Apify API, Make, n8n and Zapier.

### FAQ

**How do I scrape JobStreet and JobsDB without an API?** Enter keywords, select the countries and optionally a location and filters, then start the run. All six countries can be collected in one run.

**How much does it cost to scrape 10,000 jobs?** $15, at $1.50 per 1,000 jobs with the full description included.

**Can I get only new jobs every day?** Yes. Set *Posted within* to 1 and schedule the Actor daily on Apify.

**Why is salary empty for some jobs?** Many ads don't show a salary, or only write benefits ("Day 1 HMO", "Weekends off"). We return numbers only when the ad states an amount.

**Why do some jobs below my minimum salary appear?** The site keeps jobs whose salary *range* reaches your minimum (e.g. RM 6,000 – 8,500 for a minimum of 8,000).

**What does `$` mean on JobStreet Philippines or Malaysia?** Remote jobs for foreign companies are often paid in US dollars, so `salaryCurrency` is `USD` there. On Singapore and Hong Kong, `$` means SGD / HKD.

**Is it legal?** The Actor only collects public job listings, shown to any visitor without login. Use the data in line with applicable laws and the sites' terms.

### Related scrapers

Other ready-to-use Actors by RT Solutions:

- [SEEK Jobs Scraper (Australia & NZ)](https://apify.com/rt-solutions/seek-jobs-scraper)
- [NaukriGulf Scraper (Gulf jobs)](https://apify.com/rt-solutions/naukrigulf-scraper)
- [Property Finder Scraper (UAE, Saudi, Qatar, Egypt)](https://apify.com/rt-solutions/propertyfinder-scraper)

# Actor input Schema

## `keywords` (type: `array`):

Job titles or skills, e.g. accountant, software engineer, customer service. Leave empty to collect all jobs (combine with 'Posted within').

## `countries` (type: `array`):

One or more sites. Each keyword is searched in every selected country.

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

City or region (e.g. Kuala Lumpur, Selangor, Jakarta, Makati City, Bangkok). Empty = whole country.

## `workType` (type: `string`):

Filter by work type.

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

On-site, hybrid or remote.

## `postedWithinDays` (type: `integer`):

0 = any time. e.g. 1, 3, 7, 14, 30.

## `minSalary` (type: `integer`):

Optional, per month in the local currency (e.g. 5000 for RM 5,000 in Malaysia).

## `maxJobsPerSearch` (type: `integer`):

Stop after this many jobs for each keyword in each country.

## `includeDescription` (type: `boolean`):

Adds the full description text and HTML of each job.

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

Apify Proxy is used by default.

## Actor input object example

```json
{
  "keywords": [
    "accountant"
  ],
  "countries": [
    "MY"
  ],
  "location": "",
  "workType": "any",
  "workArrangement": "any",
  "postedWithinDays": 0,
  "minSalary": 0,
  "maxJobsPerSearch": 30,
  "includeDescription": true,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `jobs` (type: `string`):

All scraped jobs.

# 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 = {
    "keywords": [
        "accountant"
    ],
    "countries": [
        "MY"
    ],
    "maxJobsPerSearch": 30,
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("rt-solutions/jobstreet-jobsdb-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 = {
    "keywords": ["accountant"],
    "countries": ["MY"],
    "maxJobsPerSearch": 30,
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("rt-solutions/jobstreet-jobsdb-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 '{
  "keywords": [
    "accountant"
  ],
  "countries": [
    "MY"
  ],
  "maxJobsPerSearch": 30,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call rt-solutions/jobstreet-jobsdb-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,rt-solutions/jobstreet-jobsdb-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/tiNayRKzsLWUPsL20/builds/faWxLYmOGeRu6QUpp/openapi.json