Pricing

$0.89 / 1,000 result scrapeds

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Jora Scraper

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Scrapes job listings from Jora (AU, NZ, SG, HK, MY). No proxy required. No browser.

Pricing

$0.89 / 1,000 result scrapeds

Rating

0.0

(0)

Developer

Unfenced Group

Actor stats

Bookmarked

Total users

Monthly active users

15 hours ago

Last modified

Jora Jobs Scraper

Scrapes job listings from Jora across five Asia-Pacific markets: Australia, New Zealand, Singapore, Hong Kong, and Malaysia.

Architecture: JSON-HTML hybrid — job card metadata extracted from server-side embedded JSON attributes (data-jd-payload, data-impression-*), full descriptions fetched from the lightweight /job/description/{id} panel endpoint (6–16 KB vs 90 KB full page). No proxy required. No browser.

Pricing: $0.89 / 1,000 results

Input

Field	Type	Default	Description
`country`	string	`au`	Country site: `au`, `nz`, `sg`, `hk`, `my`
`keyword`	string	—	Job title or skill to search. Leave empty for all jobs.
`location`	string	—	City or region filter, e.g. `Sydney`, `Auckland`.
`jobType`	string	—	`full_time`, `part_time`, `casual_temporary`, `contract`, `permanent`
`postedWithin`	string	—	`24h`, `7d`, `14d`, or `30d`
`sortBy`	string	`relevance`	`relevance` or `date`
`fetchPanel`	boolean	`true`	Fetch full description panel per job. Disable for faster/cheaper SERP-only runs.
`maxPages`	integer	`10`	Max SERP pages. Each page yields ~10–15 jobs.
`maxJobs`	integer	—	Hard stop after N jobs.

Example input

{
  "country": "au",
  "keyword": "data analyst",
  "location": "Melbourne",
  "jobType": "full_time",
  "postedWithin": "7d",
  "sortBy": "date",
  "maxPages": 20,
  "fetchPanel": true
}

Output

Each result is a flat JSON object stored in the default dataset.

Field	Type	Source	Description
`jobId`	string	SERP	Hex unique ID from the job URL
`title`	string	SERP	Job title
`company`	string	SERP	Hiring company
`location`	string	SERP	City/region
`salary`	string\|null	SERP	Salary badge, e.g. `$80,000 – $100,000 a year`
`jobType`	string\|null	SERP+Panel	`Full time`, `Part time`, `Contract`, `Casual/Temporary`, `Permanent`
`workArrangement`	string\|null	Panel	`Hybrid`, `Remote`, or `Office`
`descriptionBullets`	string[]	SERP	Key selling points shown on search results card
`fullDescription`	string\|null	Panel	Full plain-text job description
`datePosted`	string\|null	SERP+Panel	Human-readable age, e.g. `Posted 2d ago`
`isSponsored`	boolean	SERP	True if promoted/sponsored listing
`abstractType`	string\|null	SERP	`original` or `extended_llm` (AI-rewritten description)
`applyType`	string\|null	Panel	`quick_apply`, `company_site`, or `unknown`
`verifiedEmployer`	boolean\|null	Panel	True if employer has Verified Employer badge
`companyRating`	number\|null	Panel	Company rating score, e.g. `4.3`
`companyReviewCount`	integer\|null	Panel	Number of reviews behind the rating
`companyReviewSource`	string\|null	Panel	Review source, e.g. `SEEK`
`country`	string	SERP	Country code: `au`, `nz`, `sg`, `hk`, `my`
`url`	string	SERP	Clean canonical URL of the job listing
`scrapedAt`	string	—	ISO 8601 timestamp

Example output record

{
  "jobId": "abe57823441443462a26c9dc4bc7bded",
  "title": "Customer Service Officer",
  "company": "Australian Financial Complaints Authority",
  "location": "Melbourne VIC",
  "salary": null,
  "jobType": "Full time",
  "workArrangement": "Hybrid",
  "descriptionBullets": [],
  "fullDescription": "Fairness feels good\nMake a real impact at AFCA...",
  "datePosted": "1h ago",
  "isSponsored": false,
  "abstractType": "original",
  "applyType": "company_site",
  "verifiedEmployer": false,
  "companyRating": 4.3,
  "companyReviewCount": 36,
  "companyReviewSource": "SEEK",
  "country": "au",
  "url": "https://au.jora.com/job/Customer-Service-Officer-abe57823441443462a26c9dc4bc7bded",
  "scrapedAt": "2026-05-16T05:00:00.000Z"
}

Technical notes

Custom proxy used — Jora blocks Apify's shared datacenter IPs. The actor uses the BUYPROXIES94952 custom US proxy pool (27 IPs) to reliably bypass this.
No browser — pure got + cheerio. No Playwright.
JSON-HTML hybrid — SERP card data comes from embedded data-jd-payload JSON attributes (stable, no CSS dependency). Full descriptions fetched from /job/description/{id} panel endpoint.
Domain change (May 2026) — Jora migrated from www.jora.com.au to au.jora.com subdomain pattern across all markets.
Panel endpoint — GET /job/description/{jobId}?sp=serp&sponsored=false&cp=1&sr=1 — no authentication, no tk token required, returns 6–16 KB HTML fragment with full description, work arrangement, company rating, and apply type.
abstractType field — Jora uses AI (extended_llm) to rewrite some job descriptions. The abstractType field lets you distinguish original employer copy from AI-rewritten content.
Deduplication — Job IDs tracked in-memory via Set; each listing pushed once per run.
Rate limiting — 600 ms between SERP pages, 300 ms between panel fetches. 3-retry backoff on 429/5xx.

Supported countries

Code	Domain
`au`	au.jora.com
`nz`	nz.jora.com
`sg`	sg.jora.com
`hk`	hk.jora.com
`my`	my.jora.com

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