Data Quality Contract Job Trends in South Wales

Data Quality
Wales > South Wales

The table below provides summary statistics and contractor rates for jobs advertised in South Wales requiring Data Quality skills. It covers contract job vacancies from the 6 months leading up to 14 November 2025, with comparisons to the same periods in the previous two years.

6 months to
14 Nov 2025
Same period 2024 Same period 2023
Rank 39 35 43
Rank change year-on-year -4 +8 +16
Contract jobs citing Data Quality 3 10 6
As % of all contract jobs in South Wales 0.87% 2.67% 1.52%
As % of the Quality Assurance & Compliance category 4.84% 15.63% 11.11%
Number of daily rates quoted 1 4 2
10th Percentile - £478 £507
25th Percentile £488 £492 £508
Median daily rate (50th Percentile) £495 £513 £531
Median % change year-on-year -3.41% -3.53% -7.61%
75th Percentile £503 £563 £561
90th Percentile - £608 £566
Wales median daily rate £523 £500 £531
% change year-on-year +4.50% -5.88% -7.61%
Number of hourly rates quoted 0 2 3
10th Percentile - £22.45 -
25th Percentile - £23.13 £22.06
Median hourly rate - £24.25 £23.92
Median % change year-on-year - +1.40% -
75th Percentile - £25.38 £26.51
90th Percentile - £26.05 £26.95
Wales median hourly rate - £24.25 £23.92
% change year-on-year - +1.40% -

All Quality Assurance and Compliance Skills
South Wales

Data Quality falls under the Quality Assurance and Compliance category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring quality assurance or compliance skills in South Wales.

Contract vacancies with a requirement for quality assurance or compliance skills 62 64 54
As % of all contract IT jobs advertised in South Wales 17.97% 17.11% 13.67%
Number of daily rates quoted 37 37 32
10th Percentile £199 £161 £180
25th Percentile £250 £210 £252
Median daily rate (50th Percentile) £413 £488 £463
Median % change year-on-year -15.38% +5.41% -11.48%
75th Percentile £525 £544 £575
90th Percentile £648 £550 £648
Wales median daily rate £435 £438 £338
% change year-on-year -0.57% +29.63% -32.50%
Number of hourly rates quoted 6 9 6
10th Percentile - £15.16 £12.96
25th Percentile - £21.50 £15.51
Median hourly rate £13.08 £25.36 £23.92
Median % change year-on-year -48.42% +6.04% +18.16%
75th Percentile £65.15 £26.50 £26.88
90th Percentile £83.75 £48.75 £34.87
Wales median hourly rate £13.08 £27.00 £23.92
% change year-on-year -51.56% +12.90% -4.34%

Data Quality
Job Vacancy Trend in South Wales

Historical trend showing the proportion of contract IT job postings citing Data Quality relative to all contract IT jobs advertised in South Wales.

Data Quality job vacancy trend in South Wales

Data Quality
Daily Rate Trend in South Wales

Contractor daily rate distribution trend for jobs in South Wales citing Data Quality.

Contractor daily rate distribution trend for jobs in South Wales citing Data Quality

Data Quality
Hourly Rate Trend in South Wales

Contractor hourly rate distribution trend for jobs in South Wales citing Data Quality.

Contractor hourly rate distribution trend for jobs in South Wales citing Data Quality

Data Quality
Contract Job Locations in South Wales

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Quality within the South Wales region over the 6 months to 14 November 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Cardiff -2 2 £495 -3.41% 8
Newport +4 1 - -
Data Quality
Wales

Data Quality
Co-Occurring Skills & Capabilities in South Wales by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 3 (100.00%) Azure
1 3 (100.00%) Azure DevOps
2 2 (66.67%) GCP
3 1 (33.33%) Cloud Functions
Database & Business Intelligence
1 2 (66.67%) BigQuery
1 2 (66.67%) Data Warehouse
1 2 (66.67%) RDBMS
1 2 (66.67%) Relational Database
2 1 (33.33%) Metadata
2 1 (33.33%) SQL Server
Development Applications
1 2 (66.67%) Cucumber
1 2 (66.67%) GitLab
1 2 (66.67%) Jenkins
1 2 (66.67%) JIRA
1 2 (66.67%) JMeter
1 2 (66.67%) Zephyr
General
1 3 (100.00%) Social Skills
2 1 (33.33%) Analytical Skills
2 1 (33.33%) Documentation Skills
Job Titles
1 2 (66.67%) Data Engineer
1 2 (66.67%) Quality Engineer
2 1 (33.33%) Analyst
2 1 (33.33%) Data Analyst
Libraries, Frameworks & Software Standards
1 2 (66.67%) PySpark
Miscellaneous
1 1 (33.33%) Legacy Systems
1 1 (33.33%) Reference Data
1 1 (33.33%) Taxonomies
Processes & Methodologies
1 3 (100.00%) DevOps
1 3 (100.00%) ETL
2 2 (66.67%) Agile
2 2 (66.67%) CI/CD
2 2 (66.67%) Continuous Improvement
2 2 (66.67%) Data Engineering
2 2 (66.67%) Non-Functional Testing
2 2 (66.67%) Test Automation
2 2 (66.67%) Test Management
3 1 (33.33%) BDD
3 1 (33.33%) Data Analysis
3 1 (33.33%) Data Cleansing
3 1 (33.33%) Data Lineage
3 1 (33.33%) Data Mapping
3 1 (33.33%) Data Modelling
3 1 (33.33%) Data Privacy
3 1 (33.33%) Data Transformation
3 1 (33.33%) Digital Transformation Programme
3 1 (33.33%) Mentoring
3 1 (33.33%) Problem-Solving
Programming Languages
1 3 (100.00%) SQL
2 2 (66.67%) Java
2 2 (66.67%) JavaScript
2 2 (66.67%) Python
Qualifications
1 1 (33.33%) SC Cleared
1 1 (33.33%) Security Cleared
Quality Assurance & Compliance
1 1 (33.33%) GDPR
1 1 (33.33%) QA
Vendors
1 2 (66.67%) Oracle
2 1 (33.33%) Microsoft