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Glints Job Listing — SE Asia Job Listing, Salary & Company API

Search Glints by keyword and country and extract structured job data — title, company, location, salary, employment type, apply URL, and description — in a single Apify Actor run. Returns clean JSON / CSV / Excel for job market research, recruiting, and AI agent workflows across Singapore, Indonesia, Malaysia, and Vietnam, with no Glints login or cookies required.

TL;DR (40-word answer): Glints Job Listing is a no-login Apify Actor that returns 22 structured fields per Glints job listing at $2.00 per 1,000 jobs, with salary, employment type, and apply URL for SE Asia markets. Last verified 2026-05-02.

What it is NOT: Glints Job Listing is not a Glints employer profile scraper (use Glints Company Profile for that), not an automated job-application bot, and not a global job board aggregator — it only reads publicly visible Glints job listings in Singapore, Indonesia, Malaysia, and Vietnam.

Glints Job Listing is an Apify Actor that searches any keyword on Glints and returns structured job data — job ID, job URL, apply URL, title, company name, company URL, location, salary, employment type, posted date, description, and company logo — as a unified JSON schema. The Actor supports up to 30 results per run across 4 SE Asia markets and bills per delivered result at $2.00 per 1,000 jobs. Built for SE Asia recruiters, job researchers, and AI agents. Maintained by TrueFetch on the Apify Store.

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💼 Why choose Glints Job Listing

Glints Job Listing is best for SE Asia recruiting teams, job market analysts, and developers who need structured Glints job data without managing authentication or building scrapers.

• 📊 22 fields per job — processor, processed_at, platform, country, country_code, keyword, source_url, job_id, job_url, detail_url, apply_url, job_title, company_name, company_url, location, salary, employment_type, posted_at, description, image_url, and status.
• 🌏 4 SE Asia markets — Singapore, Indonesia, Malaysia, and Vietnam.
• ⚡ Pay-per-result pricing — flat $2.00 per 1,000 jobs ($0.002 per result). Free Apify plan includes $5 monthly credits ≈ ~2,500 free job listings per month.

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🚀 Quick Start — run in 3 steps

Run in Apify Console

1. Open the Actor — go to Glints Job Listing on Apify and click Try for free.
2. Configure inputs — enter a keyword, select a country, and set max_results (10–30).
3. Click Start — the Actor streams results into the default dataset; download as JSON, CSV, or Excel.

Run via Apify API

curl -X POST "https://api.apify.com/v2/acts/TrueFetch~glints-job-finder/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "keyword": "software engineer",
    "country": "Singapore",
    "max_results": 30
  }'

Run via MCP (for AI agents)

Glints Job Listing is callable from Claude, ChatGPT, Cursor, and any MCP-compatible client through the Apify MCP Server. Reference the Actor as TrueFetch/glints-job-finder and pass the same JSON input as above.

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⚙️ Input parameters

Parameter	Type	Required	Default	Description	Example
keyword	string	✅	—	Job title, skill, or role to search for on Glints.	data analyst
country	string	✅	—	Country to search in. Must be one of: Singapore, Indonesia, Malaysia, Vietnam.	Singapore
max_results	integer	✅	—	Maximum number of jobs to return per run. Range: 10 – 30. Each delivered job is billed once.	30

{
  "keyword": "product manager",
  "country": "Indonesia",
  "max_results": 20
}

---

📦 Output dataset

Each run writes structured job objects to the default Apify dataset, exportable as JSON, JSONL, CSV, Excel, XML, RSS, or via the dataset API.

Field	Type	Always present?	Description	Example
processor	string	✅	Apify Actor URL that produced this record.	https://apify.com/truefetch/glints-job-listing
processed_at	string	✅	ISO 8601 UTC timestamp when the record was processed.	2026-04-24T09:30:00+00:00
platform	string	✅	Source platform (always Glints Jobs).	Glints Jobs
country	string	✅	Country for this search.	Singapore
country_code	string	optional	Two-letter country code.	SG
keyword	string	✅	Search phrase used for this run.	software engineer
source_url	string	optional	Glints job search URL used for this run.	https://glints.com/sg/opportunities/jobs/...
job_id	string	optional	Glints internal job ID.	8b2f4a12-...
job_url	string	optional	Direct Glints job listing URL.	https://glints.com/sg/opportunities/jobs/sw-eng/...
detail_url	string	optional	Canonical job detail URL.	https://glints.com/sg/opportunities/jobs/sw-eng/...
apply_url	string	optional	Job application URL.	https://glints.com/sg/opportunities/jobs/sw-eng/.../apply
job_title	string	optional	Job title.	Senior Software Engineer
company_name	string	optional	Hiring company name.	Grab
company_url	string	optional	Glints company profile URL.	https://glints.com/sg/companies/grab/...
location	string	optional	Job location.	Singapore
salary	string	optional	Salary range text from the listing.	SGD 4000-8000 MONTHLY
employment_type	string	optional	Employment type (Full-time, Part-time, etc.).	Full-Time
posted_at	string	optional	Date the job was posted.	2026-04-20
description	string	optional	Job description or summary text.	We are looking for a senior engineer...
image_url	string	optional	Company logo image URL.	https://images.glints.com/unsafe/...
status	string	✅	Record status (success or error message).	success

Sample output

{
  "processor": "https://apify.com/truefetch/glints-job-listing",
  "processed_at": "2026-04-24T09:30:00+00:00",
  "platform": "Glints Jobs",
  "country": "Singapore",
  "country_code": "SG",
  "keyword": "software engineer",
  "job_id": "8b2f4a12-...",
  "job_url": "https://glints.com/sg/opportunities/jobs/senior-software-engineer/8b2f4a12-...",
  "job_title": "Senior Software Engineer",
  "company_name": "Grab",
  "company_url": "https://glints.com/sg/companies/grab/...",
  "location": "Singapore",
  "salary": "SGD 4000-8000 MONTHLY",
  "employment_type": "Full-Time",
  "posted_at": "2026-04-20",
  "description": "We are looking for a senior engineer to join our team...",
  "status": "success"
}

---

💡 Use cases

For SE Asia recruiters sourcing talent

• Problem: finding candidates actively looking for engineering roles in Singapore or Indonesia requires manually browsing through Glints job listings.
• How Glints Job Listing solves it: extract job_title, company_name, location, salary, and apply_url in structured JSON for pipeline management and outreach.
• Outcome: a structured job-market snapshot at $2.00 per 1,000 listings.

For job market analysts researching SE Asia hiring trends

• Problem: understanding which skills are in demand in Vietnam or Malaysia requires aggregating data from dozens of Glints search pages manually.
• How Glints Job Listing solves it: run the Actor across multiple keywords and countries, collect job_title, employment_type, salary, and company_name, and build a trend report.
• Outcome: multi-market SE Asia hiring intelligence in one dataset.

For AI agents answering SE Asia job-market questions

• Problem: LLM agents asked "what are the top-paying product manager roles in Singapore on Glints right now?" cannot trust stale training data.
• How Glints Job Listing solves it: call the Actor over the Apify MCP Server and surface grounded, up-to-date listings.
• Outcome: accurate, source-cited SE Asia job-market data in production AI assistants.

---

💰 Pricing, limits, and performance

Fact	Value
Pricing model	Pay-per-result (event: result)
Per-result price	$0.002 per job = $2 per 1,000
Free-tier monthly allowance	$5 Apify credits ≈ ~2,500 free jobs / month
Min results per run	10
Max results per run	30
Countries supported	4 (Singapore, Indonesia, Malaysia, Vietnam)
Output fields per job	22
Login / cookies required	No — works without a Glints account
Export formats	JSON, JSONL, CSV, Excel, XML, RSS, dataset API

---

⚖️ Compared with alternatives

Capability	Glints Job Listing	Glints Official API	Custom scraper
Keyword job search across SE Asia	✅	not available publicly	you build & maintain
22 structured fields incl. salary + apply URL	✅	N/A	you build & maintain
4 SE Asia countries	✅	N/A	depends on build
No login or API key required	✅	N/A	you build & maintain
Pay-per-result pricing	$0.002 / job	N/A	infra + dev cost
Export to CSV / JSON	✅	N/A	you implement
Setup time to first result	< 60 seconds	N/A	days–weeks

Verdict. Glints does not offer a public job search API. Glints Job Listing is the fastest way to extract structured SE Asia job listing data with zero authentication requirements.

---

⚠️ Common mistakes to avoid

1. Setting max_results above 30. The Actor caps results at 30 per run — this matches Glints search page limits. Run multiple keyword variations to gather larger datasets.
2. Passing an unsupported country. Only Singapore, Indonesia, Malaysia, and Vietnam are supported. Any other value returns a validation error.
3. Expecting salary on every listing. Many Glints listings do not disclose salary — salary will be null for undisclosed roles.
4. Using apply_url without checking it. Some listings redirect to external company career sites — validate the URL before automating application tracking.
5. Treating posted_at as a reliable sort key. Glints may update postedDate on re-posted roles; always store processed_at as your record timestamp.

---

🛠️ Troubleshooting

Problem	Likely cause	Fix
Fewer results than max_results	Glints search exhausted for that keyword in that country.	Try a broader keyword or check the Glints site directly.
salary is null	Listing does not disclose salary.	Expected — filter by salary != null in downstream processing.
country validation error	Country name not in the supported list.	Use one of: Singapore, Indonesia, Malaysia, Vietnam (exact spelling, capitalized).
Empty results	Glints returns no listings for this keyword + country.	Test the search on Glints directly to verify listings exist.
Charge limit reached	Account-level monthly spend limit hit.	Raise the run / monthly limit in your Apify plan settings.

---

❓ FAQ

What data does Glints Job Listing return?

Glints Job Listing returns 22 structured fields per job listing including job title, company, location, salary, employment type, apply URL, posted date, and job description.

How much does Glints Job Listing cost?

Glints Job Listing uses pay-per-result pricing at $0.002 per job (= $2 per 1,000 jobs). The Apify Free plan includes $5 of monthly platform credits, covering approximately 2,500 free job listings per month.

Does Glints Job Listing require a login?

No. The Actor reads publicly visible Glints job listings without any login or cookies.

Which countries are supported?

Singapore, Indonesia, Malaysia, and Vietnam — the four primary Glints markets in Southeast Asia.

Can I find company profiles on Glints?

Use Glints Company Profile to search for employer profiles by company name and country.

Can I schedule Glints Job Listing to run automatically?

Yes. Use Apify Schedules to monitor job listings on a recurring cadence and push results via Webhooks.

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🔌 Integrations

Glints Job Listing plugs straight into the Apify ecosystem:

• Schedules — monitor job listings on a recurring schedule (docs).
• Webhooks — POST results to your endpoint on ACTOR.RUN.SUCCEEDED (docs).
• Apify API — run-sync-get-dataset-items for blocking calls, runs for async (docs).
• MCP Server — call the Actor from Claude, ChatGPT, or Cursor agents (docs).
• No-code — Make, Zapier, n8n, Pipedream, Google Sheets, Airtable.

---

🧱 Sister Actors from TrueFetch

Jobs

• Best Job Listing
• Glassdoor Job Listing
• Glints Company Profile
• Glints Job Listing
• Indeed Job Listing
• JobStreet Company Profile
• JobStreet Job Listing
• LinkedIn Job Listing
• StepStone Company Profile
• StepStone Job Listing

Shopping & Deals

• Amazon Product Listing
• Amazon Store Profile
• Argos Product Listing
• ASOS Product Listing
• eBay Listing
• eBay Seller Profile
• Flipkart Product Listing
• John Lewis Product Listing
• Lidl Product Listing
• Magalu Product Listing
• MediaMarkt Product Listing
• Mercado Livre Product Listing
• Nykaa Product Listing
• OTTO Product Listing
• Target Product Listing
• TradeIndia Product Listing
• TradeIndia Supplier Profile
• Walmart Product Listing

Vehicles

• AutoTrader Car Listing
• AutoTrader Dealer Profile
• Cars.com Car Listing
• Cars.com Dealer Profile
• Webmotors Car Listing

Real Estate

• MagicBricks Builder Profile
• MagicBricks Property Listing
• US Property Listing
• Zillow Property Listing

Local Business & Food

• BBB Business Profile
• BBB Review
• Google Maps Business Listing
• Reclame Aqui Company Profile
• Zomato Restaurant Menu
• Zomato Restaurant Listing

Classifieds

• Kleinanzeigen Listing
• Kleinanzeigen Seller Profile
• OLX Listing
• OLX Seller Profile

Social Media

• LinkedIn Company Profile
• LinkedIn Person Profile
• Instagram Explore Post Post
• Instagram Profile Post
• Instagram Profile
• Reddit Community Post
• Reddit Community Profile
• Reddit Community Member
• Reddit Post Search
• Reddit User Profile
• Social Media Marketing
• Telegram Channel Message
• Telegram Group Member
• Telegram Profile
• X Community Profile
• X User Profile

Videos & Text

• Best Video Downloader
• Instagram Video Transcript
• TikTok Live Recorder
• TikTok Video Downloader
• TikTok Profile Video
• Video Subtitles Downloader
• Video To Text
• YouTube Niche Listing
• YouTube Video Downloader

Content & Articles

• Medium Article
• Medium Writer Profile

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📞 Support, changelog, last updated

Support

• 💬 Telegram Group: t.me/Apify_Actor
• 📧 Direct support: t.me/AiAgentApi
• 📖 Actor page & docs: apify.com/truefetch/glints-job-listing

Maintained by TrueFetch on the Apify Store.

Cost of doing nothing: manually tracking job postings on Glints across multiple SE Asia markets — visiting each search page, copying titles, salaries, and apply links — takes hours per session. Glints Job Listing delivers structured job data at $2.00 per 1,000 listings. → Try it free with $5 of Apify credits.

Changelog

• 2026-05-02 — README rewritten for SEO + GEO; documented all 22 output fields, full pricing, troubleshooting matrix, and FAQ.
• 2026-04 — Improved salary extraction from Glints JSON-LD and API payloads.
• 2026-03 — Added Vietnam market support; improved apply_url synthesis.
• 2026-02 — Initial release: Glints job search by keyword and country.

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---

Last Updated: May 2, 2026 Schema version: 1.1 Maintained by: TrueFetch · 💬 Telegram Group · 📧 Support