JobStreet Jobs Scraper

Extract comprehensive job listings from JobStreet across Malaysia, Singapore, Philippines, and Indonesia. Collect job titles, companies, salary details, work locations, and full descriptions at scale. Ideal for market research, talent acquisition, and hiring trend monitoring.

Features

• Multi-Country Coverage — Extract listings from Malaysia, Singapore, Philippines, and Indonesia.
• Flexible Search Filters — Find roles by keywords, location filters, or direct search URLs.
• Comprehensive Job Data — Retrieve titles, companies, salary ranges, and classification details.
• Structured Export Formats — Export clean, deduplicated datasets for analysis.

Use Cases

Recruitment & Hiring Intelligence

Benchmark competitor salaries, hiring volumes, and open roles to optimize regional recruitment strategies.

Job Board Aggregation

Feed job search platforms and internal career portals with fresh, structured job listings.

Market Trend Research

Analyze regional employment trends, job demand shifts, and popular skills in demand.

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Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	No	—	Direct JobStreet search URL to scrape
keyword	String	No	"developer"	Term to search for
location	String	No	"Malaysia"	Location to filter by
country	String	No	"my"	Site country code (my, sg, ph, id)
posted_date	String	No	"anytime"	Post date filter (24h, 7d, 30d)
results_wanted	Integer	No	20	Max job items to retrieve

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Output Data

Each dataset item contains:

Field	Type	Description
id	String	Unique job listing identifier
url	String	Details page URL
title	String	Job position title
company	String	Hiring company name
location	String	Job location
salary	String	Salary range if visible
workType	String	Employment type (e.g., Full time)
classification	String	Job industry classification
subClassification	String	Job sub-classification category
postedAt_iso	String	Publication date in ISO format
teaser	String	Short summary of the role
description_text	String	Plain-text job description
scrapedAt	String	ISO timestamp of scraping run

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Usage Examples

Basic Search

Scrape default developer jobs in Malaysia:

{
  "keyword": "analyst",
  "location": "Singapore",
  "results_wanted": 10
}

Country Site Filter

Extract roles with specific location and country site settings:

{
  "keyword": "developer",
  "country": "ph",
  "posted_date": "7d",
  "results_wanted": 20
}

Direct Search URL

Extract listings using a pre-filtered JobStreet search URL:

{
  "startUrl": "https://my.jobstreet.com/developer-jobs"
}

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Sample Output

{
  "id": "123456",
  "url": "https://my.jobstreet.com/job/123456",
  "title": "Data Analyst",
  "company": "Tech Corp",
  "location": "Kuala Lumpur",
  "salary": "RM 6,000 - RM 8,000",
  "workType": "Full time",
  "classification": "Technology",
  "subClassification": "Data Analysis",
  "postedAt_iso": "2026-06-25T00:00:00Z",
  "teaser": "Looking for a Data Analyst to join our team.",
  "description_text": "We are looking for an analyst...",
  "scrapedAt": "2026-06-26T12:00:00Z"
}

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Tips for Best Results

Start Small

• Run tests with 10–20 results to confirm parameters work.

Narrow Locations

• Specify states or cities to avoid generic results.

Avoid Parameters Conflict

• Provide either startUrl or keyword/location filters.

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Integrations

Connect job data with:

• Google Sheets — Export data directly for tracking.
• Airtable — Build structured hiring databases.
• Zapier — Automate job alerts and notifications.

Export Formats

• JSON — Developer-friendly data.
• CSV — Spreadsheet analysis.

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Frequently Asked Questions

How many job listings can I extract?

You can scrape all listings matching your query, up to the defined limit.

Can I scrape remote jobs from JobStreet?

Yes, search for "remote" using keyword filters.

Is it possible to automate JobStreet scraping runs?

Yes, configure recurring runs using Apify schedules.

Do I need proxies for scraping JobStreet?

Yes, residential proxies are recommended for high-volume scrapes.

How are duplicate job listings handled?

The scraper automatically removes duplicate listings.

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Support

For issues or feature requests, contact support through the Apify Console.

Resources

• Apify Documentation
• API Reference

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Legal Notice

This actor is designed for legitimate data collection purposes. Users are responsible for ensuring compliance with website terms of service and applicable laws.