Glints Jobs & Company Scraper

Extract job postings, employer profiles and hiring-market structure from Glints, the Southeast Asian job platform — across Indonesia, Singapore, Vietnam, Malaysia, the Philippines and Taiwan.

Why use this actor

• No account, no login, no API key — every mode runs on public data
• Salary data on most postings, with the currency and pay period, not just a vague band
• Full job descriptions, required skills, benefits, interview process, workplace address and coordinates
• Employer profiles with every open vacancy in a single request
• Reaches past the site's own 50-result search limit via a whole-corpus crawl mode
• Market intelligence built in — which employers, cities and roles actually have postings for a keyword
• Six markets from one actor, with automatic retries and clean, stable JSON

How it works

1. Pick a mode — search by keyword, pull full detail for specific jobs, profile an employer, or crawl the whole corpus.
2. Pick a market (Indonesia, Singapore, Vietnam, Malaysia, the Philippines or Taiwan) and, if you like, narrow with filters: salary, employment type, remote/hybrid/on-site, experience, education or how recently the job was posted.
3. The actor collects the data, retrying automatically on any hiccup.
4. Results stream into your dataset, ready to download as JSON, CSV or Excel.

You never manage scrapers, browsers, logins or accounts.

Modes

Mode	What you get	Good for
search	Job cards matching your keywords and filters	Job boards, lead lists, daily new-vacancy alerts
jobDetail	Everything about specific postings: description, benefits, interview process, address	Enriching a shortlist
company	Employer profile plus every open vacancy there	Competitor hiring tracking
similarJobs	Glints' own related-jobs recommendations	Expanding a seed list
sitemapCrawl	The whole public corpus for a market	Full datasets, market-wide analysis
filters	Top employers, cities and roles for a keyword	Market research, talent mapping
suggestions	Autocomplete job titles and company names	Keyword research, discovering employers
skills	Glints' skill catalogue with the ids the search filter accepts	Building precise skill-filtered searches

Getting more than 50 results

Glints itself only shows the first page of search results to visitors who are not signed in, so any one search returns at most 50 jobs. Two ways around it, both built in:

• Run several narrow searches. Each keyword and filter combination is its own query. In testing, eight different slices of the same market returned 326 unique jobs where a single search returned 50. The actor removes duplicates for you.
• Use sitemapCrawl. It works from the site's own public index and is not subject to the limit, so it reaches the full corpus — roughly 73,000 Indonesian postings plus around 54,000 aggregated ones.

Input

{
  "mode": "search",
  "countryCode": "ID",
  "searchTerms": ["data analyst", "software engineer"],
  "jobTypes": ["FULL_TIME"],
  "workArrangements": ["ONSITE", "HYBRID"],
  "lastUpdatedRange": "PAST_WEEK",
  "salaryMin": 8000000,
  "salaryCurrency": "IDR",
  "sortBy": "LATEST",
  "maxItems": 200,
  "pageSize": 50
}

Field	Type	Description
mode	string	search, jobDetail, company, similarJobs, sitemapCrawl, filters, suggestions or skills. Default search.
countryCode	string	Market: ID, SG, VN, MY, PH or TW. Default ID.
searchTerms	array	Keywords. Used by search, filters, suggestions and skills. Each is a separate query; duplicates are removed across all of them.
jobUrlsOrIds	array	Job links or ids for jobDetail and similarJobs. Any public job link works.
companyUrlsOrIds	array	Company links or ids for company.
maxItems	integer	Stop after this many records. Default 100. Use 0 in search for no cap.
pageSize	integer	Results per search. Glints caps this at 50. Default 50.
sortBy	string	RELEVANCY, LATEST or SALARY. Switching this surfaces a different 50 jobs for the same keyword.
jobTypes	array	FULL_TIME, PART_TIME, INTERNSHIP, CONTRACT, TEMPORARY, FREELANCE, DAILY, PROJECT_BASED.
workArrangements	array	ONSITE, HYBRID, REMOTE.
educationLevels	array	From PRIMARY_SCHOOL through DOCTORATE.
lastUpdatedRange	string	ANY_TIME, PAST_24_HOURS, PAST_WEEK, PAST_MONTH.
salaryMin / salaryMax	integer	Pay band, in salaryCurrency. See the note below.
salaryCurrency	string	Must match the market — IDR, SGD, VND. Default IDR.
minYearsOfExperience / maxYearsOfExperience	integer	Required experience, in years.
locationIds / categoryIds / companyIds / skillIds	array	Filter by id. Run filters or skills first to discover them.
includeExternalJobs	boolean	Include postings Glints aggregates from other job boards. Default true.
includeCompanyJobs	boolean	In company mode, also emit each open vacancy. Default true.
sitemapFetchDetails	boolean	In sitemapCrawl, fetch full detail per job. Turn off for ids and links only. Default true.
maxConcurrency	integer	Parallel requests for the detail, company and sitemap modes. Default 5.
proxyConfiguration	object	Optional. Off by default — this actor does not need a proxy.

Note on the salary filter: Glints matches any posting whose advertised range overlaps your band, not one whose floor clears it. A job advertised at 3,500,000–5,000,000 will match salaryMin: 5000000 because its ceiling touches your figure. Setting any salary filter also excludes postings that hide their pay. This matches what the Glints website itself shows.

Output

search mode

{
  "_input": "data analyst",
  "_source": "S1-gql-searchJobsV3",
  "_scrapedAt": "2026-09-20T17:50:46Z",
  "recordType": "JOB",
  "id": "14ba92ef-c8bd-4224-b074-094b798d61b5",
  "title": "Data Analyst",
  "jobUrl": "https://glints.com/id/opportunities/jobs/data-analyst/14ba92ef-c8bd-4224-b074-094b798d61b5",
  "status": "OPEN",
  "type": "CONTRACT",
  "workArrangementOption": "ONSITE",
  "educationLevel": "BACHELOR_DEGREE",
  "minYearsOfExperience": 1,
  "maxYearsOfExperience": 3,
  "salaryMin": 6000000,
  "salaryMax": 11000000,
  "salaryCurrency": "IDR",
  "salaryMode": "MONTH",
  "shouldShowSalary": true,
  "companyName": "PT Abhimantra Sistem Solusindo",
  "companyUrl": "https://glints.com/id/companies/pt-abhimantra-sistem-solusindo/9eccff28-ba74-40db-9c94-19240809158f",
  "companyLogoUrl": "https://images.glints.com/unsafe/glints-dashboard/5def3a2317c48c882e611fdd45a19f1f.png",
  "companyIsVerified": true,
  "locationName": "Tebet",
  "countryCode": "ID",
  "categoryName": "Data Analyst",
  "categoryPath": "Computer & Software > Data > Data Analyst",
  "skillNames": ["Microsoft SQL Server", "Tableau", "Data Visualization", "Data Analysis"],
  "createdAt": "2025-11-05T10:48:39.76Z",
  "updatedAt": "2026-09-18T18:09:37.918Z",
  "jobSource": "EMPLOYER",
  "searchTerm": "data analyst",
  "_warning": "anon_page_1_only",
  "country": { "code": "ID", "name": "Indonesia" },
  "location": { "...": "full district / city / province / country chain with coordinates" },
  "company":  { "...": "full employer object" },
  "salaries": { "...": "every salary row, including allowances" },
  "skills":   { "...": "each skill with its id and whether it is mandatory" }
}

jobDetail mode

Adds, on top of every field above:

{
  "recordType": "JOB_DETAIL",
  "title": "Barista Toko Kopi: Area Depok",
  "descriptionText": "Kisaran Gaji 2,5jt\n\nDeskripsi Pekerjaan:\nMelakukan segala aktivitas dalam persiapan dan pembuatan minuman.\nMelayani customer dengan ramah baik driver online maupun customer dine-in.\n...\n\nPersyaratan:\nDisiplin, Jujur dan Berperilaku Baik\nBersedia Bekerja Dalam Shift\nDomisili Sekitar Depok Margonda",
  "interviewProcessText": null,
  "benefitTitles": ["Free Wi-Fi", "Perform Bonus"],
  "metadata": {
    "workingDaysPerWeek": 6,
    "requiresWeekendHolidays": false,
    "workShifts": ["REGULAR"]
  },
  "companyAddress": {
    "poi": {
      "addressLabel": "Jalan Kartini, Depok Kel., Pancoran Mas, Depok, 16431, Indonesia"
    }
  },
  "salaryEstimate": null,
  "expiryDate": "2026-10-21",
  "isActivelyHiring": false,
  "acceptsForeignApplications": false,
  "isCoverLetterMandatory": false,
  "screeningQuestionsEnabled": false,
  "externalApplyURL": null,
  "isHighResponseRate": false
}

filters mode

{
  "recordType": "SEARCH_FACETS",
  "searchTerm": "perawat",
  "countryCode": "ID",
  "topCompanyNames": ["Hydro Medical", "IMMODERMA Skin Clinic", "PT Citramed Indonesia", "... 7 more"],
  "topJobRoleNames": ["Dental Assistant", "Physiotherapist", "Midwife", "Nurse", "Doctor", "... 5 more"],
  "topLocationNames": ["Kuta", "Tebet", "Dukuh Pakis", "Menteng", "Grogol Petamburan", "... 15 more"],
  "currencies": ["IDR"],
  "hasRemoteJobs": true,
  "jobTypes": ["FULL_TIME", "CONTRACT", "INTERNSHIP", "PROJECT_BASED", "PART_TIME"],
  "yearsOfExperienceRanges": ["NO_EXPERIENCE", "FRESH_GRAD", "LESS_THAN_A_YEAR", "... 4 more"]
}

A keyword search for nurses returns clinics, medical roles and the districts hiring them — the facets are scoped to your keyword, not a global top list.

Output fields

Field	Type	Description
_input	string	The search term, link or id this row came from.
_source	string	Which call produced the row.
_scrapedAt	string	UTC timestamp for this row.
recordType	string	JOB, JOB_DETAIL, COMPANY, SEARCH_FACETS, SUGGESTION, SKILL or ERROR.
_warning	string	anon_page_1_only means more results exist than one search can reach.
id, title, jobUrl	string	Posting identity and public link.
status, type, workArrangementOption	string	Lifecycle state, employment type, on-site/hybrid/remote.
salaryMin, salaryMax, salaryCurrency, salaryMode	number / string	Headline pay, flattened for spreadsheets. salaryMode is the period — compare figures only within one period.
shouldShowSalary	boolean	false means the employer hid the pay; empty salary fields are their choice, not a gap in the data.
companyName, companyUrl, companyLogoUrl, companyIsVerified	string / boolean	Employer identity.
locationName, countryCode, location	string / object	Workplace location, down to district with coordinates.
categoryName, categoryPath	string	Job category and its full chain.
skillNames, skills	array	Required and preferred skills.
minYearsOfExperience, maxYearsOfExperience, educationLevel	number / string	Candidate requirements.
createdAt, updatedAt, expiryDate	string	Posting timeline.
jobSource	string	EMPLOYER for postings made on Glints, SOURCED for ones aggregated from other boards.
externalApplyURL	string	For aggregated postings, where the application actually goes.
descriptionText	string	Full job description as readable text (detail modes).
benefitTitles, benefits	array	Benefits offered (detail modes).
jobCount, size, website, tagline, cultureText	mixed	Employer fields on COMPANY rows.
_error, _errorDetail	string	On failure rows only — see below.

Error rows

Every input produces a row. If something cannot be fetched you get a row saying so, rather than a silent gap:

_error	Meaning
not_found	The job or company id is valid but the posting no longer exists.
unparsable_input	No Glints id could be read from the value you supplied.
no_results	The query was valid and returned nothing.
login_required	Glints walls this slice behind an account.
*_failed	The request could not be completed after all retries.

Good to know

• Indonesia carries by far the largest corpus; Taiwan and the Philippines are much smaller.
• Around 40% of search results publish a salary with no filter applied. Adding a salary filter raises that to nearly all results, because postings that hide pay are excluded.
• Aggregated (SOURCED) postings are a large share of the corpus and link out to the original board.
• Recruiters' personal names and activity are deliberately not collected. Hiring responsiveness is reported as posting-level signals instead.

Other actors

Browse the full collection of job-board, marketplace and social scrapers on the publisher's Apify Store page.