Kalibrr Jobs Scraper

Scrape live job listings from Kalibrr.com, Southeast Asia's leading job board covering the Philippines, Indonesia, and Vietnam. Search by keyword, industry, seniority level, and tenure, filter by location and salary, or fetch full job details from listing URLs. No login, no cookies, no paid proxy required.

What this actor does

• Two modes: search (keyword + filters) and byUrls (direct listing fetch)
• 20 industries/functions — IT and Software, Sales and Marketing, Health and Medical, and more
• 5 seniority levels — Internship/OJT through Director/Executive
• 4 employment types — full-time, part-time, contractual, freelance
• Filters: keyword, industry, seniority, tenure, location, hybrid-only, fresh-grads-only, company, minimum salary
• Rich fields per job: full description and qualifications (HTML + plain text), salary band (only when the employer/Kalibrr marks it publicly visible), company info
• Empty fields are omitted — every record only contains data actually present on the listing

Output per job

• jobId — Kalibrr's internal listing ID
• title, function, tenure, seniorityLevel, workExperienceCode, monthsWorkExperience
• educationLevelCode, educationLevelMinCode, educationLevelMaxCode
• location, region, country
• isHybrid, isWorkFromHome, isOpenToFreshGrads
• numberOfOpenings
• salaryMin, salaryMax, salaryCurrency, salaryInterval (only when publicly disclosed)
• descriptionHtml, descriptionText, qualificationsHtml, qualificationsText
• datePosted, applicationEndDate, jobCreatedAt, jobUpdatedAt
• isFeatured, perks[], perksDescriptionHtml, bannerImageUrls[]
• companyName, companyCode, companyIndustry, companyUrl, companyLogoUrl, companyVerified, companyResponseRatePct
• externalApplyUrl (only when the employer routes applications off-platform, e.g. Ashby/Greenhouse)
• sourceUrl — canonical listing URL
• recordType: "job", scrapedAt
• (mode=byUrls / fetchFullDetails=true only) acceptWillingToRelocate, sexRequirement, minAge, maxAge, preferredCourses[], requiredSkills[]

Input

Field	Type	Default	Description
mode	select	search	search / byUrls
country	select	PH	PH (kalibrr.com) / ID (kalibrr.id) / VN (kalibrr.vn) — each is a genuinely separate job pool, not a mirror (mode=search)
keywords	string	developer	Free-text search query (mode=search). Leave empty to browse an industry/level.
industry	select	–	One of 20 Kalibrr industries/functions
workExperienceLevel	select	–	One of 5 seniority levels. Leave empty to automatically gather more results across all 5 (see FAQ).
tenure	select	–	fullTime / partTime / contractual / freelance
location	string	–	Free-text location, e.g. Manila, Cebu, Jakarta (matched server-side by Kalibrr, region-aware)
hybridOnly	boolean	false	Only hybrid roles
remoteOnly	boolean	false	Only fully remote (work-from-home) roles
freshGradsOnly	boolean	false	Only roles explicitly open to fresh graduates
companySlug	string	–	Restrict to one employer's Kalibrr company code
sortBy	select	relevance	relevance / newest
minSalary	integer	–	Drop jobs with disclosed salary below this. Undisclosed-salary jobs always pass through.
maxSalary	integer	–	Drop jobs with disclosed salary above this. Undisclosed-salary jobs always pass through.
fetchFullDetails	boolean	false	Visit each job's detail page for extra fields (age/sex requirements if listed, relocation willingness). The search listing already includes the full description/qualifications, and the detail-page route is less reliable than search (see FAQ), so this defaults off.
jobUrls	array	–	Kalibrr job listing URLs (mode=byUrls)
maxItems	integer	30	Hard cap on emitted records (1–300)

Example: IT jobs in Manila, newest first

{
  "mode": "search",
  "keywords": "",
  "industry": "it-and-software",
  "location": "Manila",
  "sortBy": "newest",
  "maxItems": 50
}

Example: fetch specific listings

{
  "mode": "byUrls",
  "jobUrls": [
    "https://www.kalibrr.com/c/monde-nissin-corporation/jobs/270874/channel-development-manager-4"
  ]
}

Use cases

• Recruitment intelligence — track live Philippine/Indonesian/Vietnamese vacancies by industry/location
• Salary benchmarking — aggregate disclosed salary bands across roles
• Labour-market research — analyze demand by industry/seniority over time
• Talent sourcing — bulk-collect employer and job data for outreach
• Job-alert bots — poll with sortBy: newest for fresh listings

FAQ

What's Kalibrr? A leading Southeast Asian job board and recruitment platform spanning the Philippines, Indonesia, and Vietnam, with over 800 active listings across every industry and seniority level. See kalibrr.com.

Is a login or API key required? No — search and job-detail pages are fully public.

Is mode=byUrls reliable? Yes. Kalibrr's job-detail pages (/c/{company}/jobs/{id}/{slug}) sit behind noticeably stricter bot-detection than its search-listing pages. The actor tries, in order: direct request, Apify's free AUTO datacenter proxy, a Google-Translate mirror, and finally Apify's RESIDENTIAL proxy — verified on the cloud to resolve real listings even when every earlier tier 403s. mode=search — the default mode — hits only the search-listing route (never needs the residential tier) and already returns each job's full description and qualifications, so most use cases don't need byUrls at all; reach for it when you need the extra detail-only fields (age/sex requirements, relocation willingness) or a lookup by URL alone.

Why does workExperienceLevel left empty gather more results than picking one? Kalibrr's live search page returns at most 15 results for any single filter combination (true "next page" pagination isn't exposed publicly). This actor works around that by automatically fanning out across the 5 seniority-level buckets when you don't pin one — since every job belongs to exactly one bucket, the combined results are real, duplicate-free data covering up to ~75 jobs instead of 15. Pinning a specific workExperienceLevel yourself skips the fan-out (single, faster request, capped at 15).

Why is salaryMin/salaryMax sometimes missing? Many employers list a salary internally but choose not to display it publicly; the actor only ever exposes salary figures Kalibrr itself marks as salaryShown, never leaking an undisclosed figure.

Why did a nonsense keyword still return jobs? Kalibrr's own search silently falls back to its general job listing when a keyword text has no real matches, rather than showing zero results — this is upstream platform behavior, not something this actor can override.

How does the location filter work? It's passed directly to Kalibrr's own location search, which matches by metro region (e.g. filtering Manila also returns Taguig, Pasig, and Makati — all Metro Manila). This is more accurate than a literal city-name match.

Does this actor cover Indonesia and Vietnam? Yes — set country to ID (kalibrr.id) or VN (kalibrr.vn) in mode=search. These are genuinely separate job pools with their own listings (kalibrr.id alone lists 1,000+ Indonesia-specific jobs), not mirrors of the Philippines (PH/kalibrr.com) default. jobUrls in mode=byUrls also work for any of the three domains directly — the actor detects the country from the URL automatically.

How fresh is the data? Real-time — every run hits Kalibrr's live search and detail pages directly.