# JobStreet Jobs Scraper — SG, MY, PH, ID + JobsDB HK/TH (`ocrad/jobstreet-jobs-scraper`) Actor

Scrape JobStreet (SG, MY, PH, ID) and JobsDB (HK, TH) job listings from any search URL: title, company, location, salary, work type, work arrangement, classification, posting date, bullet points and full description. Export JSON/CSV/Excel.

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

## Pricing

from $1.20 / 1,000 records

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

### JobStreet Jobs Scraper

***

Scrape job listings from **JobStreet** (Singapore, Malaysia, Philippines, Indonesia) and **JobsDB** (Hong Kong, Thailand) — the SEEK-powered Asian job boards. Provide any search URL with your filters applied and get every result page as structured data; turn on `detailedInfo` for the full job description and expiry date.

***

#### **📋 Example Output**

```json
{
  "id": "95209256",
  "url": "https://sg.jobstreet.com/job/95209256",
  "title": "PROCUREMENT DATA ANALYST | SAP & POWER BI | 1 YEAR CONTRACT",
  "company": "Cornerstone Global Partners",
  "location": "West Region",
  "salary": "$4,000 – $5,000 per month",
  "postedAt": "2026-10-12T07:35:35.888Z",
  "employmentType": "Full time",
  "workArrangement": "On-site",
  "classification": "Information & Communication Technology",
  "subclassification": "Database Development & Administration",
  "bulletPoints": [
    "Good Company Culture",
    "Career growth"
  ],
  "teaser": "Procurement Data analyst, 1 year contract hiring in the west",
  "descriptionText": "Job Details 1-Year Contract Monday – Friday Procurement Data Analytics JOB RESPONSIBILITIES Perform data cleansing, validation and reconciliation to ensure procurement data accuracy. Prepare and organise datasets for reporting, analytics and governance reviews…",
  "expiresAt": "2026-11-11T12:59:59.999Z",
  "applyUrl": "https://sg.jobstreet.com/job/95209256/apply",
  "scrapedAt": "2026-10-13T18:06:13.754Z"
}
```

Without `detailedInfo`, `descriptionText` and `expiresAt` are `null`; every other field comes from the search results. `salary` is `null` when the advertiser hides it (roughly half of all ads).

#### ⚙️ **Configuration**

| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `url` | String | *(required)* | JobStreet / JobsDB search URL, e.g. `https://www.jobstreet.com.sg/jobs?keywords=data+analyst` or `https://my.jobstreet.com/data-analyst-jobs/in-Kuala-Lumpur`. A single job URL (`…/job/95209256`) returns that one job with details. |
| `maxPages` | Integer | `1` | Number of result pages to scrape (30 jobs each, 1–1000). Starts from `?page=` if the URL has one. |
| `detailedInfo` | Boolean | `false` | Fetch each job's full description and expiry date (one extra request per job). |
| `proxyConfiguration` | Object | Apify Proxy (auto) | Proxy settings. Switch to RESIDENTIAL only if results are empty. |

##### Example Input

```json
{
  "url": "https://www.jobstreet.com.my/data-analyst-jobs/in-Kuala-Lumpur",
  "maxPages": 3,
  "detailedInfo": true
}
```

##### Supported sites and URLs

| Site | Hosts accepted |
|------|----------------|
| JobStreet Singapore | `sg.jobstreet.com`, `www.jobstreet.com.sg` |
| JobStreet Malaysia | `my.jobstreet.com`, `www.jobstreet.com.my` |
| JobStreet Philippines | `ph.jobstreet.com`, `www.jobstreet.com.ph` |
| JobStreet Indonesia | `id.jobstreet.com`, `www.jobstreet.co.id` |
| JobsDB Hong Kong | `hk.jobsdb.com`, `www.jobsdb.com` |
| JobsDB Thailand | `th.jobsdb.com` |

Keywords and location are read from both query parameters (`?keywords=…&where=…`) and SEO paths (`/{keywords}-jobs/in-{location}`). Filter parameters copied from the site URL are forwarded as-is: `classification`, `subclassification`, `worktype`, `salaryrange`, `salarytype`, `daterange`, `sortmode`, `workarrangement`, `distance`. Category paths such as `/jobs-in-information-communication-technology` cannot be mapped automatically — pick the category on the site and use the `?classification=` parameter it adds instead.

##### Getting your search URL

1. Open JobStreet or JobsDB for your country and search with your keywords, location and filters
2. Copy the full URL from your browser address bar
3. Paste it as the `url` input

***

#### 💬 **Support and Feedback**

Reach out via Apify support channels or leave feedback on the Actor's page.

#### **Is it legal to scrape JobStreet data?**

It is legal to scrape publicly available job data such as titles, companies, locations and descriptions. Results may contain personal data (e.g. recruiter names and registration numbers inside descriptions); scrape personal data only with a legitimate reason. Consult your legal advisor if unsure.

# Actor input Schema

## `url` (type: `string`):

A JobStreet or JobsDB search results URL with your filters applied, e.g. https://www.jobstreet.com.sg/jobs?keywords=data+analyst or https://my.jobstreet.com/data-analyst-jobs/in-Kuala-Lumpur. Supported sites: sg/my/ph/id.jobstreet.com (and the old jobstreet.com.sg/.com.my/.com.ph/.co.id domains), hk.jobsdb.com, th.jobsdb.com. A single job URL (…/job/12345678) returns that job.

## `maxPages` (type: `integer`):

How many result pages to scrape (30 jobs each). Starts from the ?page= in the URL if present.

## `detailedInfo` (type: `boolean`):

Fetch each job's full description and expiry date (one extra request per job).

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

Proxy settings. Defaults to Apify Proxy (auto). Switch to RESIDENTIAL only if results are empty.

## Actor input object example

```json
{
  "url": "https://www.jobstreet.com.sg/jobs?keywords=data+analyst",
  "maxPages": 1,
  "detailedInfo": false,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `id` (type: `string`):

JobStreet/JobsDB job ID

## `url` (type: `string`):

Public job posting URL

## `title` (type: `string`):

Job title

## `company` (type: `string`):

Hiring company or recruitment agency name

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

Job location as shown on the site (multiple locations separated by ' | ')

## `salary` (type: `string`):

Salary text when the advertiser shows it, e.g. '$3,000 – $4,500 per month' (null when hidden)

## `postedAt` (type: `string`):

Listing date, ISO 8601 (UTC)

## `employmentType` (type: `string`):

Work type, e.g. 'Full time', 'Contract/Temp', 'Part time'

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

Work arrangement when stated: 'On-site', 'Hybrid' or 'Remote'

## `classification` (type: `string`):

Job category, e.g. 'Information & Communication Technology'

## `subclassification` (type: `string`):

Job sub-category, e.g. 'Business/Systems Analysts'

## `bulletPoints` (type: `string`):

Advertiser's selling-point bullets from the listing (may be empty)

## `teaser` (type: `string`):

One-line summary shown in search results

## `descriptionText` (type: `string`):

Full job description as plain text, HTML stripped (detailedInfo only)

## `expiresAt` (type: `string`):

Date the ad expires, ISO 8601 (detailedInfo only)

## `applyUrl` (type: `string`):

Direct link to the job's application page

## `scrapedAt` (type: `string`):

ISO 8601 timestamp when the record was scraped

# 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 = {
    "url": "https://www.jobstreet.com.sg/jobs?keywords=data+analyst",
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("ocrad/jobstreet-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 = {
    "url": "https://www.jobstreet.com.sg/jobs?keywords=data+analyst",
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("ocrad/jobstreet-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 '{
  "url": "https://www.jobstreet.com.sg/jobs?keywords=data+analyst",
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call ocrad/jobstreet-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,ocrad/jobstreet-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/SaCDwjpDiSiHGxqhE/builds/V1dlspnflceBd0YpY/openapi.json