Glints Jobs Scraper

Extract job listings from Glints.com — Southeast Asia's leading job platform with over 3 million active users across Singapore, Indonesia, Malaysia, Vietnam, and Taiwan. Get structured job data including title, company, salary, skills, employment type, work arrangement, and application URLs.

Features

• Multi-country search — search across Singapore, Indonesia, Malaysia, Vietnam, and Taiwan
• Keyword search — find jobs by title, skills, or keywords
• Direct URL scraping — scrape specific Glints job posting pages
• Category browse — search by job category or industry
• Employment type filter — full-time, contract, internship, project-based, part-time
• Work arrangement filter — on-site, hybrid, remote
• Experience level filter — fresh graduate to senior level
• Full job details — description, skills, benefits, salary range, expiration date
• Skills extraction — structured list of required and preferred skills

Data Source

Glints.com is a publicly accessible job platform. This actor requires no API keys, tokens, or credentials.

Input

Field	Type	Description
mode	select	search, byUrl, or byCategory
searchQuery	string	Job title, skills, or keywords
country	select	SG / ID / MY / VN / TW (or empty for all)
jobUrls	array	Glints job URLs to scrape (mode=byUrl)
categoryName	string	Job category to browse (mode=byCategory)
employmentType	select	FULL_TIME / CONTRACT / INTERNSHIP / PROJECT_BASED / PART_TIME
workArrangement	select	ONSITE / HYBRID / REMOTE
seniorityLevel	select	NO_EXPERIENCE / FRESH_GRAD / ONE_TO_THREE_YEARS / etc.
maxItems	integer	Maximum records to return (1–500)

Output

Each record contains:

Field	Description
jobId	Unique Glints job UUID
title	Job title
company	Employer display name
companyLogoUrl	Company logo image URL
companyId	Company UUID
companyStatus	Company verification status
location	Location name
city	City name
country	ISO country code (SG/ID/MY/VN/TW)
countryName	Country full name
employmentType	Full-time, Contract, Internship, etc.
workArrangement	On-site / Hybrid / Remote
salary	Salary display string
salaryMin	Minimum salary amount
salaryMax	Maximum salary amount
currency	Currency code (SGD, IDR, MYR, VND, etc.)
salaryPeriod	monthly / annual / hourly
skills	List of required/preferred skills
category	Job sub-category (e.g., "Backend Developer")
categoryTop	Top-level category (e.g., "Computer & Software")
educationLevel	Required education level
minYearsOfExperience	Minimum years of experience required
maxYearsOfExperience	Maximum years of experience
seniorityLevel	Derived seniority level string
description	Full job description (plain text)
benefits	List of benefits offered
datePosted	ISO UTC posting date
dateUpdated	ISO UTC last updated date
expirationDate	Job expiry date (if available)
jobUrl	Glints job listing URL
applicationUrl	Direct application URL
isHot	Whether the job is marked as hot/featured
jobSource	Source (EMPLOYER/NATIVE)
sourceUrl	Source URL of the scraped record
scrapedAt	ISO UTC timestamp of scrape time
recordType	Always "job"

Example Usage

Search for software engineers in Singapore:

{
  "mode": "search",
  "searchQuery": "software engineer",
  "country": "SG",
  "maxItems": 50
}

Find remote Python jobs in Indonesia:

{
  "mode": "search",
  "searchQuery": "python developer",
  "country": "ID",
  "workArrangement": "REMOTE",
  "maxItems": 100
}

Browse by category in Malaysia:

{
  "mode": "byCategory",
  "categoryName": "Computer & Software",
  "country": "MY",
  "maxItems": 50
}

Scrape specific job URLs:

{
  "mode": "byUrl",
  "jobUrls": [
    "https://glints.com/sg/opportunities/jobs/00fb8918-c4dd-4200-97a9-e46f3e51d65e"
  ]
}

FAQs

Which countries are supported? Singapore (SG), Indonesia (ID), Malaysia (MY), Vietnam (VN), and Taiwan (TW).

How is the data structured? All records are flat JSON objects. Salary data includes both structured fields (salaryMin, salaryMax, currency) and a display string.

Why are some jobs missing salary information? Glints only shows salary when employers enable it (shouldShowSalary: true). The salary fields will be absent if not available.

Can I get jobs from multiple countries in one run? Yes — leave the country field empty to receive results from all available countries.

How many results can I get per run? Glints returns up to 30 jobs per search page. Use maxItems to control the limit (max 500). For more results, try multiple searches with different keywords.

Is this actor free to use? Yes — it uses Glints' public website and requires no API keys or credentials.