Kalibrr Job Scraper — Philippines

Extract structured job listings from Kalibrr.com, the Philippines' leading hiring platform serving employers across the country and Southeast Asia. Returns full job data including descriptions, salary ranges, skills, and work arrangements — no API key or proxy required.

---

Why this scraper?

🇵🇭 Philippines' top job board

Captures all 900+ active vacancies across every sector on the country's primary digital hiring platform, covering Metro Manila, Cebu, Davao, and beyond.

📍 Powerful built-in filters

Filter by keyword, city, job function (IT and Software, Accounting, Healthcare, etc.), work arrangement (WFH, hybrid), and posting age — server-side, so you only pay for what you need.

📚 Rich structured output

Each listing includes company details, skills, perks, salary (when published), education level, work experience requirements, and application deadlines. Enable enrichDetail for 11 additional fields from Kalibrr's detail API.

📌 Smart repost detection

Built-in cross-run deduplication with a 90-day fingerprint cache. Schedule daily runs to receive only new listings — no duplicates.

🔗 Direct URL scraping

startUrls mode lets you scrape a specific list of Kalibrr job URLs directly via the detail API, bypassing search entirely.

---

Input parameters

Parameter	Type	Default	Description
keywords	string	""	Keywords to search for, e.g. "developer", "nurse", "accountant". Leave empty to retrieve all active jobs.
location	string	""	Filter by city, e.g. "Makati", "Cebu City", "Manila". Leave empty for all locations.
jobFunction	string	""	Filter by function, e.g. "IT and Software", "Accounting and Finance", "Customer Service".
isRemote	boolean	false	Return only work-from-home listings.
isHybrid	boolean	false	Return only hybrid listings.
isOpenToFreshGrads	boolean	false	Return only jobs open to fresh graduates.
daysOld	integer	0	Return only jobs posted within this many days. 0 = no limit.
maxResults	integer	200	Maximum number of listings to return. Controls spend precisely.
skipReposts	boolean	false	Skip jobs already seen in previous runs (90-day dedup window).
outputMode	string	"full"	full: all 30+ fields including descriptions, perks, qualifications. compact: 20 core fields optimised for AI agents and MCP workflows.
enrichDetail	boolean	false	Fetch /api/jobs/{id} for each result to add 11 extra fields: dutiesText, educationFields, preferredCourses, licenses, monthsWorkExperience, minAge, maxAge, sex, videoUrls, acceptWillingToRelocate, updatedAt. Doubles the number of API requests.
startUrls	array	[]	Specific Kalibrr job URLs to scrape directly via the detail API, bypassing search.

---

Output schema

Always present

Field	Type	Description
id	string	Unique job ID assigned by Kalibrr.
url	string	Canonical URL of the job posting.
title	string	Job title as published.
company	string | null	Hiring company name.
companyWebsite	string | null	Company website URL.
industry	string | null	Industry sector of the company.
verifiedBusiness	boolean | null	Whether the company is verified by Kalibrr.
city	string | null	City of the role.
region	string | null	Region, e.g. "National Capital Region", "Central Visayas".
country	string	Country of the role, e.g. "Philippines".
jobFunction	string | null	Job function category, e.g. "IT and Software".
tenure	string | null	Employment type, e.g. "Full time", "Part time", "Contract".
workExperience	number | null	Minimum years of work experience required.
educationLevel	string | null	Minimum education level required.
isRemote	boolean	Whether the role is fully remote.
isHybrid	boolean	Whether the role is hybrid.
isOpenToFreshGrads	boolean	Whether the role is open to fresh graduates.
numberOfOpenings	number | null	Number of open vacancies.
responseRate	number | null	Employer's response rate (0–1 scale).
skills	string[]	Required skills as listed on the posting.
perks	string[]	Benefits/perks offered (e.g. "Medical Insurance", "Paid Leave", "Performance Bonus").
salaryMin	number | null	Minimum salary (null if employer chose not to publish).
salaryMax	number | null	Maximum salary (null if not published).
salaryCurrency	string | null	Salary currency code, e.g. "PHP".
salaryInterval	string | null	Pay frequency, e.g. "monthly", "annually".
applyUrl	string	Application URL (redirect or job URL).
publishDate	string | null	Publication date in YYYY-MM-DD (Philippines time).
publishDateISO	string | null	Publication date in ISO 8601 format.
closingDate	string | null	Application deadline in YYYY-MM-DD.
descriptionHtml	string | null	Full job description as HTML.
descriptionText	string | null	Full description as plain text.
descriptionMarkdown	string | null	Full description converted to Markdown.
qualificationsHtml	string | null	Qualifications section as HTML.
qualificationsText	string | null	Qualifications as plain text.
contentHash	string	16-char MD5 fingerprint for change detection.
source	string	Always "kalibrr.com".
scrapedAt	string	ISO timestamp of retrieval.
isRepost	boolean	true if this job was seen in a previous run.
originalPublishDate	string | null	Date of first appearance when isRepost is true.
originalUrl	string | null	Original URL when isRepost is true.
changeStatus	string	Always "NEW" on first encounter.

Detail-enriched fields (enrichDetail: true or startUrls mode)

These fields are null in standard search mode. They are populated when enrichDetail: true (adds one /api/jobs/{id} call per result) or automatically when using startUrls (detail API is used natively).

Field	Type	Description
dutiesText	string | null	Additional duties/responsibilities section as plain text.
educationFields	string | null	Specific field of study required, e.g. "Engineering".
preferredCourses	string[] | null	Preferred academic courses, e.g. ["Nursing", "Medical Technology"].
licenses	string | null	Professional licenses required.
monthsWorkExperience	number | null	Minimum work experience in months (more granular than workExperience).
minAge	number | null	Minimum age requirement.
maxAge	number | null	Maximum age requirement.
sex	string | null	Gender preference if specified.
videoUrls	string[] | null	Video content URLs attached to the listing.
acceptWillingToRelocate	boolean | null	Whether the employer accepts candidates willing to relocate.
updatedAt	string | null	ISO timestamp of when the listing was last modified.

Example record

{
  "id": "265013",
  "url": "https://www.kalibrr.com/c/awsys-i/jobs/265013/site-reliability-engineer",
  "title": "Site Reliability Engineer",
  "company": "Advanced World Systems, Inc. / Advanced World Solutions, Inc. (AWS)",
  "companyWebsite": "http://www.awsys-i.com/",
  "industry": "Information Technology / IT",
  "verifiedBusiness": true,
  "city": "Cebu City",
  "region": "Central Visayas",
  "country": "Philippines",
  "jobFunction": "IT and Software",
  "tenure": "Full time",
  "workExperience": 3,
  "educationLevel": "Bachelor",
  "isRemote": false,
  "isHybrid": false,
  "isOpenToFreshGrads": false,
  "numberOfOpenings": 1,
  "responseRate": 0.82,
  "skills": ["Linux Server", "Linux", "Computer System Administration"],
  "perks": ["Medical Insurance", "Paid Leave", "Performance Bonus", "Life Insurance", "Retirement Plan"],
  "salaryMin": null,
  "salaryMax": null,
  "salaryCurrency": null,
  "salaryInterval": null,
  "applyUrl": "https://www.kalibrr.com/c/awsys-i/jobs/265013/site-reliability-engineer",
  "publishDate": "2026-04-18",
  "publishDateISO": "2026-04-18T02:15:32.000Z",
  "closingDate": "2026-06-18",
  "descriptionHtml": "<p>We are looking for a Site Reliability Engineer...</p>",
  "descriptionText": "We are looking for a Site Reliability Engineer...",
  "descriptionMarkdown": "We are looking for a Site Reliability Engineer...",
  "qualificationsHtml": "<ul><li>3+ years Linux experience</li></ul>",
  "qualificationsText": "3+ years Linux experience",
  "dutiesText": null,
  "educationFields": null,
  "preferredCourses": null,
  "licenses": null,
  "monthsWorkExperience": 36,
  "minAge": null,
  "maxAge": null,
  "sex": null,
  "videoUrls": null,
  "acceptWillingToRelocate": true,
  "updatedAt": "2026-04-20T07:12:44.123456+00:00",
  "contentHash": "a3f2d1b4c9e8f701",
  "source": "kalibrr.com",
  "scrapedAt": "2026-05-03T10:30:00.000Z",
  "isRepost": false,
  "originalPublishDate": null,
  "originalUrl": null,
  "changeStatus": "NEW"
}

---

Examples

Search for IT jobs in Manila:

{
  "keywords": "developer",
  "location": "Manila",
  "maxResults": 100
}

Remote jobs in any function:

{
  "isRemote": true,
  "maxResults": 200
}

Filter by job function:

{
  "jobFunction": "IT and Software",
  "location": "Cebu City",
  "maxResults": 100
}

Fresh graduate opportunities:

{
  "isOpenToFreshGrads": true,
  "daysOld": 30,
  "maxResults": 100
}

Daily feed — new jobs only (schedule this daily):

{
  "daysOld": 1,
  "skipReposts": true,
  "maxResults": 500
}

Full enrichment with detail API fields:

{
  "keywords": "nurse",
  "enrichDetail": true,
  "maxResults": 50
}

Scrape specific job URLs directly:

{
  "startUrls": [
    { "url": "https://www.kalibrr.com/c/awsys-i/jobs/265013/site-reliability-engineer" }
  ]
}

---

💰 Pricing

$1.99 per 1,000 results — you only pay for successfully retrieved listings. Failed retries and filtered reposts are never charged. With enrichDetail: true, pricing is approximately $3.49 per 1,000 (two API calls per result).

Results	Standard	With enrichDetail
100	~$0.20	~$0.35
1,000	~$1.99	~$3.49
10,000	~$19.90	~$34.90

Use the Max results cap in the input to control your spend exactly.

---

Performance

Run type	Results	Approx. time
Keyword search	100	~30 sec
Full catalogue	964	~4 min
Daily feed (new only)	50–150	~1 min
Enriched (enrichDetail=true)	100	~60 sec

---

Known limitations

• Salary information is only published by a subset of employers; most listings return null salary fields.
• Skills and perks arrays may be empty for listings that don't use Kalibrr's structured fields.
• Contact persons and recruiter details are intentionally excluded (PII policy).
• Job count reflects live active listings at time of run (~964 as of May 2026).

---

Technical details

• Source: kalibrr.com — Philippines' primary digital hiring platform
• Method: HTTP-only JSON API (no proxy, no browser)
  • Search: GET /kjs/job_board/search (paginated, all core fields)
  • Detail: GET /api/jobs/{id} (enrichDetail mode and startUrls)
• Memory: 512 MB
• Repost storage: KeyValueStore kalibrr-job-dedup, 90-day TTL
• Retry: Automatic retry on network errors, exponential backoff, 3 attempts per request

---

Additional services

Need a custom actor, additional filters, scheduled runs, or integration support?.nl](mailto:info@unfencedgroup.nl) — we build on request.

---

---

Need a custom scraper?

Unfenced Group builds Apify actors for any website — for free.

If the site you need isn't in our portfolio yet, just ask. We scope, build, and publish it at no cost to you. You only pay for results — we absorb the compute and proxy costs ourselves. Same pay-per-result pricing, same quality, same standards as every actor in this portfolio.

Get in touch: www.unfencedgroup.nl