Glints Jobs & Company Scraper (Southeast Asia)
Pricing
from $1.30 / 1,000 results
Scrape jobs and employers from Glints across Indonesia, Singapore, Vietnam, Malaysia, the Philippines and Taiwan. Keyword search with full filters, job detail with salary and benefits, company profiles with every open vacancy, whole-corpus crawl and market facets. No login needed.
Input
_input
Optional
The search term, URL or id this record came from.
Source strategy
_source
Optional
Which call produced the row: S1-gql-searchJobsV3, S1-gql-getJobById, S1-gql-getCompanyById, S1-gql-getSimilarJobs, S1-gql-getJobSearchFiltersV2, S1-gql-getJobTitleSuggestions, S1-gql-skills, S2-sitemap, or none on failure rows.
Scraped at
_scrapedAt
Optional
UTC ISO 8601 timestamp when this record was emitted.
Record type
recordType
Optional
JOB, JOB_DETAIL, COMPANY, SEARCH_FACETS, SUGGESTION, SKILL or ERROR.
Error
_error
Optional
Failure rows only: not_found, unparsable_input, login_required, no_results, search_failed, detail_failed, company_failed, similar_failed, filters_failed, suggestions_failed, skills_failed, sitemap_index_failed or run_failed.
Error detail
_errorDetail
Optional
Free-form diagnostic accompanying _error.
Warning
_warning
Optional
Non-fatal degradation marker. anon_page_1_only means Glints reported more results than anonymous access can reach, so this query returned only its first page.
Job id
id
Optional
Glints UUID for the posting.
Job title
title
Optional
Job title as the employer wrote it.
Job URL
jobUrl
Optional
Public glints.com link to the posting.
Status
status
Optional
OPEN, CLOSED or another Glints lifecycle state.
Employment type
type
Optional
FULL_TIME, PART_TIME, INTERNSHIP, CONTRACT, TEMPORARY, FREELANCE, DAILY or PROJECT_BASED.
Work arrangement
workArrangementOption
Optional
ONSITE, HYBRID or REMOTE.
Education level
educationLevel
Optional
Minimum education the posting asks for.
Posted at
createdAt
Optional
When the posting was first created.
Updated at
updatedAt
Optional
When the employer last edited the posting.
Expires at
expiryDate
Optional
Detail rows only: when the posting is scheduled to close.
Hot
isHot
Optional
Glints flags the posting as high-demand.
Actively hiring
isActivelyHiring
Optional
Detail rows only: the employer is currently processing applications.
Salary min
salaryMin
Optional
Lower bound of the headline (BASIC) salary row, flattened out of the salaries array.
Salary max
salaryMax
Optional
Upper bound of the headline salary row. Often null: Glints lets employers publish a floor only.
Currency
salaryCurrency
Optional
Currency of the flattened salary figures, for example IDR.
Salary period
salaryMode
Optional
What the salary figure covers: MONTH, YEAR, HOUR, DAY or PROJECT. Compare figures only within one period.
Salary published
shouldShowSalary
Optional
False when the employer chose to hide pay. The salary fields are then empty by the employer's choice, not because the scrape failed.
All salary rows
salaries
Optional
Glints' full salary array, including allowance rows beyond the headline figure.
Salary estimate
salaryEstimate
Optional
Detail rows only: Glints' own estimated range for postings that publish no figure.
Company
companyName
Optional
Employer's brand name where it has one, otherwise its registered name.
Company URL
companyUrl
Optional
Public glints.com link to the employer profile.
Company logo
companyLogoUrl
Optional
Fetchable image URL built from the storage key Glints returns.
Verified employer
companyIsVerified
Optional
True when Glints has verified the employer's identity.
Company object
company
Optional
Glints' full nested employer object as returned with the job.
Location
locationName
Optional
Formatted location name, for example Kab. Badung.
Country
countryCode
Optional
Two-letter market code: ID, SG, VN, MY, PH or TW.
Location object
location
Optional
Full hierarchical location including coordinates and the district/city/province/country chain.
Category
categoryName
Optional
Most specific job category Glints assigned.
Category path
categoryPath
Optional
Full category chain, for example Computer & Software > Data > Data Scientist.
Skills
skillNames
Optional
Skill names required or preferred for the role.
Skills object
skills
Optional
Glints' skill array, each entry carrying the skill id and whether it is mandatory.
Min experience (years)
minYearsOfExperience
Optional
Lower bound of the experience the posting asks for.
Max experience (years)
maxYearsOfExperience
Optional
Upper bound of the experience the posting asks for.
Description
descriptionText
Optional
Job description flattened to plain text from Glints' Draft.js document.
Description (raw)
descriptionJsonString
Optional
The original Draft.js document, kept so formatting and links are recoverable.
Interview process
interviewProcessText
Optional
Detail rows only: the employer's described hiring steps, as plain text.
Benefits
benefitTitles
Optional
Detail rows only: benefit names such as Health Insurance or Career Path.
Benefits object
benefits
Optional
Detail rows only: Glints' full benefits array with codes and descriptions.
Workplace address
companyAddress
Optional
Detail rows only: the street address and point of interest for the workplace.
Schedule
metadata
Optional
Detail rows only: working days per week, weekend/holiday requirement and shift pattern.
External apply URL
externalApplyURL
Optional
For aggregated postings, the third-party board where the application actually goes.
Job source
jobSource
Optional
EMPLOYER for postings made on Glints, SOURCED for postings aggregated from other boards.
Responsive employer
isHighResponseRate
Optional
Glints flags this employer as replying quickly to applicants.
Response rate
creatorResponseRate
Optional
Share of applications the hiring side responds to.
Response time
creatorResponseTime
Optional
How quickly the hiring side typically responds.
Search term
searchTerm
Optional
Which keyword in your input surfaced this row.
Similar to
similarToJobId
Optional
similarJobs rows: the posting this recommendation was drawn from.
Company name
name
Optional
COMPANY rows: the employer's registered name.
Open vacancies
jobCount
Optional
COMPANY rows: how many open postings the employer has.
Company size
size
Optional
COMPANY rows: headcount band the employer reports.
Website
website
Optional
COMPANY rows: the employer's own site.
Tagline
tagline
Optional
COMPANY rows: the employer's one-line pitch.
Culture
cultureText
Optional
COMPANY rows: the employer's culture blurb as plain text.
Verified
isVerified
Optional
COMPANY rows: Glints has verified the employer's identity.
Verification tier
verificationTier
Optional
COMPANY rows: how the employer was verified, for example LEGAL_DOCUMENTS.
Top employers
topCompanyNames
Optional
SEARCH_FACETS rows: employers with the most postings for this keyword.
Top locations
topLocationNames
Optional
SEARCH_FACETS rows: districts and cities with the most postings for this keyword. Glints' own cities facet is always empty, so this is built from its hierarchical location facet instead.
Top roles
topJobRoleNames
Optional
SEARCH_FACETS rows: job categories this keyword resolves into.
Currencies
currencies
Optional
SEARCH_FACETS rows: salary currencies present in this keyword's results.
Has remote jobs
hasRemoteJobs
Optional
SEARCH_FACETS rows: whether any posting for this keyword is remote.
Suggestion
suggestion
Optional
SUGGESTION rows: the suggested job title or company name.
Suggestion type
suggestionType
Optional
SUGGESTION rows: 'job' for a job title, 'company' for an employer name.
Keyword
keyword
Optional
SUGGESTION rows: the keyword that was completed.
Skill id
skillId
Optional
SKILL rows: the UUID to pass back as a search skill filter.
Skill name
skillName
Optional
SKILL rows: the skill as Glints names it.
Total skills
totalSkills
Optional
SKILL rows: how many skills matched the query.
Social links
socialMediaSites
Optional
COMPANY rows: decoded social media links.