CareerOne Job Scraper

What does CareerOne Job Scraper do?

CareerOne Job Scraper extracts structured job listings from CareerOne.com.au, one of Australia's largest employment platforms. Provide a search keyword and location, or paste a direct CareerOne search URL, and collect job records with details including titles, companies, salaries, skills, employment types, locations, and application links. The output works for recruitment intelligence, salary benchmarking, labor market analysis, and hiring research workflows.

Why use CareerOne Job Scraper?

• Structured job records - Collect 35+ data fields per listing without manual copy-paste or browsing.
• Flexible search inputs - Search by keyword and location, or paste a specific CareerOne search URL for targeted collection.
• Automation-ready output - Export results to JSON, CSV, Excel, or XML for dashboards, databases, and BI tools.
• Recurring data collection - Schedule runs to track hiring trends, salary changes, and job volume shifts over time.

What data can you extract from CareerOne?

Field	Description
title	Job title
company	Employer or advertiser name
location	Display location (city and state)
salary	Salary range or pay description
employment_type	Employment arrangement such as Full Time or Part Time
job_mode	Work mode such as Onsite, Remote, or Hybrid
url	Public CareerOne listing URL
skills	Skills associated with the role
posted_at	Posting timestamp

How to use CareerOne Job Scraper

1. Open the Actor on Apify Store.
2. Enter a keyword (job title or skill) and location, or paste a CareerOne search URL.
3. Set the maximum number of jobs to collect.
4. Optionally enable proxy for larger runs.
5. Run the Actor.
6. Download the dataset or connect it to your workflow.

Input Parameters

Parameter	Type	Required	Default	Description
keyword	String	No	software	Job title, skill, or search phrase
location	String	No	australia	City, state, or region in Australia
startUrl	String	No	-	Direct CareerOne search URL (overrides keyword and location)
results_wanted	Integer	No	20	Maximum number of job listings to collect
proxyConfiguration	Object	No	{"useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"]}	Proxy settings for reliability on larger runs

Output Data

Field	Type	Description
id	String	Unique job identifier
title	String	Job title
company	String	Employer name
location	String	Display location
salary	String	Salary range or pay description
salary_type	String	Salary type (annual_salary, hourly, etc.)
employment_type	String	Employment arrangement
contract_type	String	Contract nature (Permanent, Contract, etc.)
job_mode	String	Work mode (Onsite, Remote, Hybrid)
description_text	String	Clean plain-text job description
description_html	String	Rich HTML description content
key_points	Array	Job highlights and bullet points
skills	Array	Skills associated with the role
education	Array	Education requirements
career_level	String	Career seniority level
work_authorisations	Array	Work authorization requirements
certifications	Array	Required certifications
perks	Array	Benefits and perks labels
languages	Array	Language requirements
category	String	Job category label
occupation	String	Occupation label
industry	String	Industry information
industry_sector	String	Industry sector details
company_size	String	Company employee count range
sector	String	Company sector (private, public, etc.)
state	String	State code (NSW, VIC, etc.)
country	String	Country code (AU)
post_code	String	Location post code
region	String	Region label (e.g. Sydney NSW)
url	String	Public listing URL
apply_url	String	Direct application URL
company_logo	String	Company logo image URL
apply_email	String	Application email address
is_sponsored	Boolean	Whether the listing is sponsored
posted_at	String	Posting timestamp
expires_at	String	Expiration timestamp
date_label	String	Relative date label (e.g. "2 weeks ago")
search_page	Number	Source result page index
search_total_count	Number	Total jobs reported for the search query
fetched_at	String	Extraction timestamp (ISO 8601)

Usage Examples

Basic keyword search

Search for jobs by keyword and location. The Actor builds the search query automatically.

{
  "keyword": "software engineer",
  "location": "australia",
  "results_wanted": 20
}

Search URL mode

Paste a specific CareerOne search URL to collect results from that exact page and its paginated results.

{
  "startUrl": "https://www.careerone.com.au/jobs/in-sydney/data-analyst",
  "results_wanted": 50
}

Larger collection with proxy

Increase the result limit for broader datasets. Enable residential proxy for stable long-running extraction.

{
  "keyword": "registered nurse",
  "location": "melbourne",
  "results_wanted": 200,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Sample Output

{
  "id": "a2f6d9cf-3d17-4d69-8d6d-d5b1f3d7a6e4",
  "title": "Senior Software Engineer",
  "company": "Tech Group Australia",
  "location": "Sydney NSW",
  "salary": "$140,000 - $165,000",
  "salary_type": "annual_salary",
  "employment_type": "Full Time",
  "contract_type": "Permanent",
  "job_mode": "Hybrid",
  "description_text": "We are looking for a Senior Software Engineer to build and scale modern cloud applications...",
  "skills": ["Node.js", "TypeScript", "AWS", "Docker"],
  "key_points": ["Hybrid role", "Immediate start", "Career progression"],
  "education": ["Bachelor's degree"],
  "career_level": "Senior",
  "work_authorisations": ["Australia Work Rights"],
  "perks": ["Health insurance", "Remote allowance"],
  "category": "Information & Communication Technology",
  "occupation": "Software and Applications Programmers",
  "industry": "Information Technology",
  "state": "NSW",
  "country": "AU",
  "url": "https://www.careerone.com.au/jobview/senior-software-engineer/a2f6d9cf-3d17-4d69-8d6d-d5b1f3d7a6e4",
  "apply_url": "https://www.careerone.com.au/jobview/senior-software-engineer/a2f6d9cf-3d17-4d69-8d6d-d5b1f3d7a6e4",
  "is_sponsored": false,
  "posted_at": "2026-02-26 04:18:10",
  "expires_at": "2026-03-26 13:59:59",
  "date_label": "2 weeks ago",
  "search_page": 1,
  "search_total_count": 105304,
  "fetched_at": "2026-07-24T10:24:17.182Z"
}

Tips for Best Results

• Use active CareerOne search pages with visible listings. Test the URL in a browser before running.
• Start with results_wanted: 20 to validate your search query, then increase for production runs.
• Use specific keywords (e.g. "registered nurse" instead of "nurse") to reduce noise in the dataset.
• Enable proxy with residential groups for larger datasets to improve reliability over long pagination sequences.
• If some fields are empty, the source listing may not publish that information. This is normal.

Integrations

• Google Sheets - Export job data for spreadsheet analysis and team sharing.
• Webhooks - Send run completion events to downstream systems.
• Make or Zapier - Connect results to no-code automations.
• Looker Studio / BI Tools - Build dashboards for salary and hiring trends.
• API - Access datasets programmatically from your own applications.

Export Formats

• JSON - Developer-friendly structured output.
• CSV - Spreadsheet and tabular analysis.
• Excel - Business reporting and stakeholder sharing.
• XML - Legacy system integration.

Frequently Asked Questions

How many jobs can I collect?

As many as available for a given query, limited by your results_wanted value. The Actor paginates through results automatically.

Can I use a CareerOne search URL as input?

Yes. Set startUrl to any CareerOne search page URL. The Actor parses the URL and paginates through all results for that query.

Why are some output fields missing?

Not all job listings publish every detail. Missing fields are expected when the source listing does not include that information.

Can I schedule recurring runs?

Yes. Apify Console supports scheduling hourly, daily, weekly, or custom intervals. This is useful for tracking hiring trends, salary changes, and job volume over time.

Can I search by keyword without providing a URL?

Yes. Provide keyword and location and the Actor builds the search query and paginates through results automatically.

What proxy setup should I use?

Direct requests work well for most runs. Enable residential proxy groups for larger extraction volumes to maintain stability across many pages.

Is the data suitable for market research?

Yes. The output includes occupation, industry, career level, skills, salary ranges, and location data that supports labor market analysis and workforce planning.

Related Actors

If you also need job data from other markets, these related Actors from the same developer may be useful:

• USA Jobs Scraper - Extract federal and private sector job listings from the United States.
• GulfTalent Job Scraper - Collect job postings from GulfTalent for the Middle East job market.
• Rekrute Job Scraper - Scrape job listings from Rekrute.com, the leading job portal in Morocco and Africa.

Support

For issues, feature requests, or custom Actor development, use the Issues tab on the Actor page or contact the developer through Apify Console.

Legal Notice

This Actor collects publicly available job listing data from CareerOne.com.au. Users are responsible for complying with applicable laws, website terms of service, and responsible data usage practices.