International Jobs Board Scraper

Search 14+ job boards across the UK, US, EU and remote markets in a single run. Get one clean, deduplicated dataset with parsed salaries and optional salary benchmarks.

Job Boards Covered

UK Boards

Board	What It Covers
Reed.co.uk	UK's #1 job site — huge range of industries
Totaljobs.com	280,000+ live jobs across all sectors
CV-Library.co.uk	120,000+ jobs, strong outside London
CWJobs.co.uk	IT & Tech specialist roles
Indeed UK	Global aggregator with massive UK reach
GOV.UK Find a Job	Public sector & government roles

US Boards

Board	What It Covers
USAJobs.gov	US federal government jobs (free API, no key needed)
Indeed US	Largest US job aggregator

EU Boards

Board	What It Covers
Indeed DE	Indeed Germany
Indeed FR	Indeed France
Indeed NL	Indeed Netherlands
Arbeitnow	EU & remote tech jobs (free API)

Global / Remote

Board	What It Covers
Adzuna	Multi-country API — UK, US, DE, FR, NL, AU (free API key)
RemoteOK	Remote-first jobs worldwide (free API)
Indeed AU	Indeed Australia

What You Get

Every result includes structured, ready-to-use data:

{
    "title": "Junior Software Engineer",
    "company": "TechCorp Ltd",
    "location": "London",
    "salary_raw": "£30,000 - £40,000 per annum",
    "salary_min": 30000,
    "salary_max": 40000,
    "salary_period": "annum",
    "snippet": "We are looking for a passionate junior developer...",
    "employment_type": "Permanent",
    "date_posted": "2026-03-05",
    "url": "https://www.reed.co.uk/jobs/junior-software-engineer/12345",
    "job_id": "12345",
    "source": "reed.co.uk"
}

Salaries are automatically parsed into min/max numbers with currency detection (GBP, USD, EUR). Duplicates posted across multiple boards are removed automatically.

Salary Benchmarks (Optional)

Enable the Include Salary Benchmarks toggle to get aggregated salary stats alongside your job listings:

{
    "_type": "salary_benchmark",
    "benchmark_title": "software engineer",
    "benchmark_location": "london",
    "count": 42,
    "salary_mean": 55000,
    "salary_median": 52000,
    "salary_p25": 42000,
    "salary_p75": 65000,
    "salary_min": 30000,
    "salary_max": 95000
}

All salaries are annualised (daily/hourly rates converted) for fair comparison.

How to Use

1. Click Start on the actor page
2. Pick a country (UK, US, Germany, France, Netherlands, Australia, or Remote)
3. Select a job role from the dropdown, or type a custom keyword
4. Pick a location from the dropdown, or type a custom city/town
5. Set how many results you want (default: 50, or 0 for unlimited)
6. Hit Run — results are ready in a few minutes

Export your results as JSON, CSV, or Excel directly from the Apify dashboard.

Input Options

Setting	Default	What It Does
Job Role Preset	Software Engineer	Pick from 25 popular roles or choose "Custom"
Custom Keyword	—	Type your own search keyword (overrides preset)
Location Preset	London	Pick from 27 cities across UK/US/EU/AU or "Remote"
Custom Location	—	Type your own location (overrides preset)
Country	UK	Determines which boards are auto-selected
Max Results	50	Total jobs to return. Set 0 for unlimited
Minimum Salary	—	Pick a preset threshold or type a custom number
Job Type	All	Filter by Permanent, Temporary, Contract, or Part-time
Job Boards	Auto	Leave empty to auto-select based on country, or pick specific boards
Fetch Full Descriptions	Off	Fetches each job's detail page. More data but costs more
Remove Duplicates	On	Removes the same job appearing on multiple boards
Salary Benchmarks	Off	Output salary summary statistics per role/location

Country Defaults

When you leave the boards selection empty, boards are auto-picked based on country:

Country	Boards
UK	Reed, Totaljobs, CV-Library, CWJobs, Indeed UK, GOV.UK, Adzuna
US	USAJobs, Indeed US, Adzuna, RemoteOK
Germany	Indeed DE, Adzuna, Arbeitnow
France	Indeed FR, Adzuna
Netherlands	Indeed NL, Adzuna
Australia	Indeed AU, Adzuna
Remote	RemoteOK, Arbeitnow, Adzuna

Enabling Adzuna (Optional)

Adzuna uses a free API instead of scraping — it's the cheapest source to run. To include it:

1. Sign up at developer.adzuna.com (free)
2. Create an app to get your App ID and App Key
3. Paste them into the input fields

Without these keys, Adzuna is simply skipped — everything else works fine. Adzuna supports multiple countries and automatically switches based on your country selection.

Saving Money

The biggest cost driver is detail page fetching — Reed and GOV.UK Find a Job used to fetch each job's individual page for full descriptions. This is now off by default.

Tips to reduce costs:

• Leave Fetch Full Descriptions off (saves ~50% on Reed and FindAJob)
• Use API-based boards where possible (Adzuna, USAJobs, RemoteOK, Arbeitnow) — they're much cheaper than HTML scrapers
• Remove boards you don't need
• Set a reasonable Max Results limit

Use Cases

• Job seekers — Search once, see results from everywhere
• Recruiters — Monitor the market for specific roles and locations
• Salary benchmarking — Compare pay by role and location with structured stats
• Market analysis — Track hiring trends across countries
• Lead generation — Find companies that are actively hiring
• Remote job hunting — Search RemoteOK + Arbeitnow + Adzuna in one go

Tips

• Use the country selector to auto-pick the right boards — no need to configure boards manually
• The salary filter works best on boards that show salary upfront (Reed, CV-Library, Adzuna, USAJobs)
• GOV.UK Find a Job is great for public sector and NHS roles
• USAJobs is great for US federal government positions — no API key needed
• Results are sorted by date — newest listings first
• Enable salary benchmarks when doing market research to get median/mean/percentile stats