CWJobs Search Scraper: Extract UK Tech Job Listings Instantly

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What Is CWJobs?

CWJobs.co.uk is the UK's leading specialized job board for computing, technology, and engineering roles. It hosts thousands of active listings from startups to FTSE 100 companies, making it essential for tech professionals and recruiters monitoring the UK market. Manually browsing search results to collect this data is tedious and error-prone — the CWJobs Search Scraper automates the process, delivering clean, structured records from job search pages instantly.

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Overview

The CWJobs Search Scraper extracts job listings from CWJobs search result pages, converting unstructured HTML into machine-readable records. It is designed for:

• Recruiters tracking tech talent availability and salary trends
• Market researchers analyzing UK computing job demand
• Career platforms aggregating UK tech job data
• Data analysts building datasets for compensation benchmarking

Key strengths include flexible URL handling, graceful error management, configurable pagination limits, and rich output spanning 30+ fields covering job details, company info, posting dates, and market indicators.

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Input Format

The scraper accepts a JSON configuration object with the following structure:

{
  "urls": [
    "https://www.cwjobs.co.uk/jobs/in-london"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 20
}

Field	Description	Example
urls	Array of CWJobs search result page URLs to scrape	["https://www.cwjobs.co.uk/jobs/in-london"]
ignore_url_failures	If true, skips failed URLs instead of halting the run	true
max_items_per_url	Maximum job listings extracted per search page	20

Tip: CWJobs search URLs can be filtered by location (e.g., in-london, in-manchester), job type, and keywords. Combine multiple URLs to build comprehensive datasets across regions.

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Output Format

Sample output

{
  "id": 107660338,
  "title": "Innovation Ecosystem & Insights Specialist",
  "labels": [],
  "url": "https://www.totaljobs.com/job/insights-specialist/bp-energy-job107660338?src=search&page=1&position=1&WT.mc_id=A_PT_CrossBrand_CWJobs",
  "company_id": 1428985,
  "company_name": "BP Energy",
  "company_url": "https://www.cwjobs.co.uk/jobs/bp-energy?cmpId=1428985&cmp=1",
  "company_logo_url": "https://tjgliveassets.s3.eu-west-1.amazonaws.com/company-logos/2e66e5e85ad5408380e06078af3eb663.png",
  "date_posted": "2026-07-09T00:22:43.73Z",
  "location": "St James, South West London (SW1), WC2N 5DU",
  "is_anonymous": false,
  "salary": "Competitive",
  "post_code": "WC2N 5DU",
  "partnership": {
    "is_partnership_job": false,
    "show_partnership_label": false,
    "is_backfilled": true,
    "source_site_friendly_name": "Totaljobs.com",
    "is_cross_posted": false
  },
  "unified_salary": null,
  "work_from_home": "",
  "meta_data": {
    "position_on_page": 1,
    "position_absolute": 1
  },
  "harmonised_id": "3e57239d-ccf2-421f-adf2-7f18d8ffd8aa",
  "job_posting_sequence": 1,
  "period_posted_date": "2026-07-09T00:22:43.73Z",
  "publish_from_date": "2026-07-09T00:22:43.73Z",
  "publish_to_date": "2026-08-20T00:22:43.73Z",
  "has_future_posting": false,
  "fingerprint_count": 1,
  "section": "main",
  "top_labels": [],
  "skills": [],
  "text_snippet": "We're excited to welcome an <strong>Innovation</strong> Ecosystem & <strong>Insights Specialist</strong> to our Supply Trading & Shipping (ST&S) team as we continue to connect and transform global energy markets. The <strong>Innovation</strong> Ecosystem & <strong>Insights Specialist</strong> will join Vista, our business-led team focused on exploring emerging technologies, business models and partnerships that are relevant to ST&S. * Familiarity with <strong>innovation,</strong> data and <strong>insight</strong> tools, including external intelligence platforms. This role offers variety and depth for someone who enjoys translating market signals into actionable <strong>insights</strong> and identifying emerging technologies, trends and partnership opportunities that matter to the business. Working closely with stakeholders across front, mid and back offices, as well as internal and external technology partners, Vista focuses on making <strong>innovation</strong> practical and relevant to the business.",
  "cv_to_job_score": null,
  "is_highlighted": false,
  "is_sponsored": false,
  "travel_time": null,
  "unified_travel_time": null,
  "is_top_job": false,
  "is_traffic_from_partner": false,
  "from_url": "https://www.cwjobs.co.uk/jobs/in-london"
}

Each extracted job listing returns a detailed record with 30+ fields:

Identification & Indexing

Field	Meaning	Example
id	Unique internal CWJobs job identifier	12345678
harmonised_id	Standardized job ID across aggregator networks	uk-cwjobs-12345678
title	Job title as displayed on CWJobs	Senior Python Developer
url	Direct link to the full job posting	https://www.cwjobs.co.uk/jobs/...
labels	Categorization tags (e.g., seniority, type)	["Full-time", "Permanent", "London"]
top_labels	Most prominent tags highlighted in search results	["Full-time", "London"]
section	Job category or section on CWJobs	IT & Software Development

Company Information

Field	Meaning	Example
company_name	Employer name	TechCorp UK Ltd
company_id	Unique company identifier in CWJobs database	5001
company_url	Company website or profile link	https://www.techcorp.co.uk
company_logo_url	Company logo image URL	https://cdn.cwjobs.co.uk/logos/...
is_anonymous	Whether company identity is hidden	false

Job Details & Compensation

Field	Meaning	Example
salary	Salary range displayed in job listing	£50,000 - £70,000
unified_salary	Standardized salary in a consistent format	50000-70000
location	Job location as listed	London, UK
post_code	UK postcode for the role's location	SW1A 1AA
work_from_home	Remote work policy indicator	hybrid or remote
travel_time	Estimated commute time from reference point	30 mins
unified_travel_time	Standardized commute duration	30
text_snippet	Brief excerpt of the job description	"We're seeking a talented engineer to join..."

Skills & Matching

Field	Meaning	Example
skills	Extracted technical and soft skills required	["Python", "AWS", "Docker", "Communication"]
cv_to_job_score	Match score between typical CV and job requirements (0-100)	85

Posting & Lifecycle

Field	Meaning	Example
date_posted	When the job was posted on CWJobs	2024-01-15
period_posted_date	Time window when listing was active	last 7 days
publish_from_date	Scheduled publication start date	2024-01-10
publish_to_date	Scheduled publication end date	2024-02-10
has_future_posting	Whether the listing is scheduled for future publication	false
job_posting_sequence	Sequence number for re-postings	1

Visibility & Promotion

Field	Meaning	Example
is_highlighted	Whether the listing has special highlighting	true
is_sponsored	Whether the job has paid placement boost	true
is_top_job	Whether ranked as a top/featured listing	true
is_traffic_from_partner	Whether traffic is sourced from partner sites	false
partnership	Partner program or affiliation status	premium_partner

Analytics & Meta

Field	Meaning	Example
meta_data	Additional metadata objects (JSON)	{"min_years_exp": 5, "contract_type": "permanent"}
fingerprint_count	Number of unique applications/views	127

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How to Use

1. Build search URLs — Visit CWJobs.co.uk and navigate to the jobs you want to scrape (filter by location, role type, keywords). Copy the URL.
2. Configure input — Paste URLs into the urls array. Adjust max_items_per_url for desired volume (default: 20).
3. Enable resilience — Set ignore_url_failures: true to handle temporary network issues without stopping the run.
4. Execute the scraper — Start the actor and monitor progress in the log.
5. Export data — Download results as JSON, CSV, or Excel for analysis, database import, or BI integration.

Troubleshooting:

• If results are empty, verify the URL is a search results page, not a static page.
• For rate limiting, increase max_items_per_url or split URLs across multiple runs.
• Check that ignore_url_failures is enabled for robust bulk operations.

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Use Cases & Business Value

• Salary benchmarking: Analyze compensation trends across UK tech roles and regions
• Talent sourcing: Feed job listings into ATS systems or candidate databases
• Competitor intelligence: Track how rivals position roles and hiring needs
• Market research: Study demand for specific skills and technologies in the UK job market
• Job aggregator platforms: Build comprehensive UK tech job boards without manual curation

The CWJobs Search Scraper eliminates hours of copy-paste work, delivering consistent data that powers business intelligence, recruitment automation, and market analysis.

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Conclusion

The CWJobs Search Scraper is an essential tool for recruiters, data analysts, and tech professionals who need structured data from the UK's leading tech job board. With 30+ fields per listing and flexible configuration, it transforms raw search results into actionable insights. Start scraping today and unlock the full value of CWJobs data.