Workforce Australia Jobs Scraper: Extract Australian Job Listings at Scale

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What Is Workforce Australia?

Workforce Australia (workforceaustralia.gov.au) is Australia's official government employment services platform, hosting thousands of active job vacancies from employers across the country. It is a authoritative source for Australian labor market data spanning diverse industries, locations, and contract types. Manually extracting and organizing this data is inefficient — the Workforce Australia Jobs Scraper automates the collection process, delivering structured, analysis-ready datasets.

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Overview

The Workforce Australia Jobs Search Scraper extracts job listings from Workforce Australia's search results pages, converting unstructured listings into clean, standardized records. It is built for:

• Job board operators aggregating Australian employment data
• Labor market researchers analyzing hiring patterns and occupational demand
• HR professionals tracking Australian employment trends and salary benchmarks
• Recruitment agencies monitoring competitor postings and market saturation
• Data analysts building custom employment dashboards and reports

Key advantages include configurable batch sizes, reliable error handling via ignore_url_failures, and geographic metadata (latitude, longitude, postcodes) for location-based analysis.

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Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://www.workforceaustralia.gov.au/individuals/jobs/search?pageNumber=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Field	Description	Example
urls	Direct links to Workforce Australia job search results pages. Use pagination parameters to target specific result sets.	https://www.workforceaustralia.gov.au/individuals/jobs/search?pageNumber=1
max_items_per_url	Maximum number of job listings to extract per URL (default: 20, max: 200). Adjust based on available quota.	200
ignore_url_failures	If true, the scraper continues running even if some URLs fail. If false, the scraper stops on the first error.	true

Tip: Use pagination URLs (?pageNumber=1, ?pageNumber=2, etc.) to systematically collect multiple result batches. Set max_items_per_url to 200 for maximum efficiency per page.

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Output Format

Sample output

{
  "contract_type": null,
  "creation_date": "2026-06-09T16:45:03.937",
  "description": "Job description\nJob Title: Experienced Signwriter / Installer\nLocation: South Perth, WA\nSalary: $32–36 per hour, depending on experience\nEmployment Type: Full-time | Immediate Start\n\nAbout Us:\nD'sign & Print Ideas is a well-established signage company with 20+ years in the industry. We have a strong pipeline of ongoing commercial signage projects and are seeking skilled tradespeople to join our growing team.\n\nAbout the Role:\nWe are looking for a reliable and experienced Signwriter / Installer to join our team. This hands-on role involves both production and on-site installation, ideal for someone who can work independently and deliver high-quality results.\n\nKey Responsibilities:\n\nEnd-to-end signage production and installation\nInstallation of window frosting, vinyl graphics, and signboards\nVinyl cutting, weeding, mounting, laminating, trimming, and finishing of digital prints\nOperation of CNC Router machines (e.g., MatCam 3000 series)\nMetal guillotine cutting\nMounting and installing signs, including illuminated signage, following all safety protocols\nClearing debris and materials from sites after each installation, including fabrication, assembly, and structural setup\nSafe operation of tools, machinery, and access equipment\nWorking at heights in compliance with safety standards\nManaging installation tasks and meeting project deadlines\n\nWhat We’re Looking For:\n\nMinimum 5 years signage industry experience\nTrade-qualified Signwriter or equivalent experience\nStrong skills in both production and installation\nAbility to work independently on-site\nReliable, punctual, and safety-focused\nProficient in CorelDRAW and Adobe software\n\nMandatory Requirements:\n\nDriver’s Licence\nWhite Card (essential)\nWorking at Heights certification (essential)\nFull Australian working rights (or eligible for sponsorship)\nWillingness to travel for jobs\nApplicant screening\nScreening questions\n\nWhy are you the right candidate for this role?\nLicences\n\nBuilding & Construct - White Card",
  "display_from_date": "2026-06-09T00:00:00",
  "employer_id": "CfDJ8Nn8cBBigUhPiuiVER7neZrteNDitajLFVCPaG1ItCxEWt3cgi6m0UfRmlD1L01xhI6CvvoB9qlApGF5-ZmIlhbqwdZ-_qKopGPWXSd6hyc0JXj4n0wO45PnDe8mg2C5Eg",
  "employer_name": "D'SIGN & PRINT IDEAS PTY LTD",
  "expiry_date": "2026-07-11T10:00:00",
  "how_to_apply_code": "APTR",
  "industry": {
    "code": "114",
    "label": "Architecture"
  },
  "is_apply_online_job": true,
  "is_external_job": false,
  "is_favourite": false,
  "is_indigenous_job": false,
  "is_new_job": false,
  "job_type": {
    "code": "H",
    "label": "Normal position"
  },
  "latitude": "-31.98144737999",
  "location": {
    "code": "81SETS",
    "label": "WA - Perth - South Eastern Suburbs"
  },
  "logo_url": "/api/v1/global/vacancies/logos/employer?employerId=9A2qYoPPDVKlX3gZ22gwhg&logoSize=100",
  "longitude": "115.87674816000",
  "modified_date": "2026-06-10T17:15:06.63",
  "occupation": {
    "code": "3996",
    "label": "Signwriters"
  },
  "organisation": {
    "code": "INET",
    "label": "Internet Business"
  },
  "positions_available": 1,
  "post_code": "6151",
  "salary": {
    "code": "SLHR",
    "label": "Hourly Rate"
  },
  "site": {
    "code": "NETV",
    "label": "Internet Vacancies"
  },
  "state": "WA",
  "suburb": "SOUTH PERTH",
  "tenure": {
    "code": "P",
    "label": "Permanent position"
  },
  "title": "SIGNWRITER",
  "vacancy_id": 2350135920,
  "work_type": {
    "code": "F",
    "label": "Full time position"
  },
  "from_url": "https://www.workforceaustralia.gov.au/individuals/jobs/search?pageNumber=2"
}

Each job listing returns a rich record with 31 standardized fields:

Job Identification & Metadata

Field	Meaning	Example
Vacancy ID	Unique identifier for the job posting on Workforce Australia	JOB12345678
Title	Job title as displayed in the listing	Senior Software Engineer
Site	Source site identifier (Workforce Australia)	workforceaustralia.gov.au

Dates & Visibility

Field	Meaning	Example
Creation Date	When the job listing was posted	2024-01-15
Modified Date	Last date the listing was updated	2024-01-20
Display From Date	When the listing became publicly visible	2024-01-15
Expiry Date	When the job listing closes or expires	2024-02-15
New Job	Flag indicating if the listing is newly posted	true/false

Employer Information

Field	Meaning	Example
Employer Name	Name of the hiring organization	Acme Corporation Pty Ltd
Employer ID	Unique identifier for the employer	EMP98765
Organisation	Full legal or trading name of the employer	Acme Corporation
Logo URL	URL to the employer's logo image	https://cdn.workforceaustralia.gov.au/logos/acme.png

Job Details & Classification

Field	Meaning	Example
Description	Full HTML job description and requirements	<p>We are seeking...</p>
Job Type	Employment classification	Permanent, Fixed-term, Casual
Contract Type	Contract structure	Full-time, Part-time, Temporary
Work Type	Nature of work	Full-time, Part-time, Shift Work
Tenure	Length of engagement for fixed-term roles	12 months, 6 weeks
Occupation	ANZSCO occupational classification	Software Engineer
Industry	Industry sector classification	Information Technology
Positions Available	Number of open positions	3

Compensation & Application

Field	Meaning	Example
Salary	Salary range or rate (text format from listing)	$70,000 – $90,000 per annum
How To Apply Code	Application method identifier	APPLY_ONLINE, EMAIL
Apply Online Job	Flag indicating if online application is available	true/false
External Job	Flag indicating if the role redirects to external site	true/false

Location Data

Field	Meaning	Example
Location	Full job location description	Sydney NSW 2000
Suburb	Suburb or locality name	Sydney
State	Australian state or territory	NSW
Post Code	Postal code	2000
Latitude	Geographic latitude for mapping	-33.8688
Longitude	Geographic longitude for mapping	151.2093

Special Flags

Field	Meaning	Example
Indigenous Job	Flag for roles specifically targeting Indigenous Australians	true/false
Favourite	Whether the listing was marked as favourite	true/false

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How to Use

1. Navigate job search URLs — Visit Workforce Australia's jobs search page with desired filters (location, industry, keyword). Copy the full URL including pagination parameters.
2. Add URLs to input — Paste one or more search result page URLs into the urls array. Use pagination (?pageNumber=1, ?pageNumber=2, etc.) to collect multiple batches.
3. Set extraction limits — Configure max_items_per_url (1–200). Larger numbers capture more listings per page.
4. Enable error handling — Set ignore_url_failures: true for robust batch runs that don't fail on individual URL issues.
5. Run the scraper — Execute and monitor the run console for progress and status.
6. Export results — Download output in JSON, CSV, or Excel format for analysis or integration.

Best practices:

• Use max_items_per_url: 200 for comprehensive collection per page.
• Test one URL first to validate output before bulk runs.
• If targeting large datasets, split into multiple jobs by state or industry to avoid rate limits.

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Use Cases & Business Value

• Job board aggregation: Feed Australian employment data into multi-source job boards or portals
• Labor market analytics: Track hiring trends by state, industry, occupation, and salary range
• Competitive intelligence: Monitor employer hiring activity and volume
• Recruitment intelligence: Identify active hiring companies and market opportunities
• Academic research: Analyze Australian employment patterns, skills demand, and wage trends
• Business development: Identify potential clients and market segments for recruitment services

The Workforce Australia Jobs Scraper transforms hours of manual data collection into automated, scalable workflows. Researchers, recruiters, and analysts can now access structured Australian employment data for competitive advantage and data-driven insights.

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Conclusion

The Workforce Australia Jobs Scraper is your gateway to comprehensive Australian employment data at scale. With 31 detailed fields per listing — from salary and location to employer details and application methods — it enables robust labor market analysis, recruitment intelligence, and data integration. Start scraping today and unlock actionable employment insights.