Data Engineering Job Trends in South Wales

Data Engineering
Wales > South Wales

The table below provides summary statistics and salary benchmarking for jobs advertised in South Wales requiring Data Engineering skills. It covers permanent job vacancies from the 6 months leading up to 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 65 62 56
Rank change year-on-year -3 -6 +22
Permanent jobs citing Data Engineering 2 4 11
As % of all permanent jobs in South Wales 0.25% 0.61% 2.01%
As % of the Processes & Methodologies category 0.32% 0.74% 2.17%
Number of salaries quoted 1 4 9
10th Percentile - - £39,530
25th Percentile £125,000 £41,375 £43,538
Median annual salary (50th Percentile) £150,000 £61,375 £60,000
Median % change year-on-year +144.40% +2.29% -7.69%
75th Percentile £175,000 £82,500 £68,750
90th Percentile - - £73,750
Wales median annual salary £150,000 £61,375 £55,000
% change year-on-year +144.40% +11.59% -15.38%

All Process & Methodology Skills
South Wales

Data Engineering falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in South Wales.

Permanent vacancies with a requirement for process or methodology skills 620 538 506
As % of all permanent jobs advertised in South Wales 76.17% 81.52% 92.67%
Number of salaries quoted 436 287 387
10th Percentile £25,087 £31,250 £32,844
25th Percentile £30,625 £36,375 £40,770
Median annual salary (50th Percentile) £50,000 £49,750 £50,250
Median % change year-on-year +0.50% -1.00% +0.61%
75th Percentile £60,000 £65,000 £65,000
90th Percentile £77,500 £78,340 £72,500
Wales median annual salary £48,122 £49,104 £47,500
% change year-on-year -2.00% +3.38% -1.44%

Data Engineering
Job Vacancy Trend in South Wales

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

Data Engineering job vacancy trend in South Wales

Data Engineering
Salary Trend in South Wales

Salary distribution trend for jobs in South Wales citing Data Engineering.

Salary distribution trend for jobs in South Wales citing Data Engineering

Data Engineering
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineering within the South Wales region over the 6 months to 1 January 2026. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Cardiff +13 2 £150,000 +144.40% 2
Data Engineering
Wales

Data Engineering
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 2 (100.00%) Azure
2 1 (50.00%) AWS
2 1 (50.00%) Azure DevOps
2 1 (50.00%) GCP
2 1 (50.00%) SaaS
2 1 (50.00%) Snowflake
Database & Business Intelligence
1 1 (50.00%) BigQuery
1 1 (50.00%) Data Warehouse
1 1 (50.00%) RDBMS
1 1 (50.00%) Relational Database
Development Applications
1 1 (50.00%) Cucumber
1 1 (50.00%) GitLab
1 1 (50.00%) Jenkins
1 1 (50.00%) JIRA
1 1 (50.00%) JMeter
1 1 (50.00%) Zephyr
General
1 2 (100.00%) Social Skills
Job Titles
1 1 (50.00%) Data Engineer
1 1 (50.00%) Quality Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) PySpark
Processes & Methodologies
1 1 (50.00%) Agile
1 1 (50.00%) AI
1 1 (50.00%) Analytics
1 1 (50.00%) BDD
1 1 (50.00%) Customer Requirements
1 1 (50.00%) Data Strategy
1 1 (50.00%) Data-Driven Decision Making
1 1 (50.00%) Decision-Making
1 1 (50.00%) DevOps
1 1 (50.00%) ETL
1 1 (50.00%) Machine Learning
1 1 (50.00%) Mentoring
1 1 (50.00%) Non-Functional Testing
1 1 (50.00%) OCR
1 1 (50.00%) Predictive Analytics
1 1 (50.00%) Problem-Solving
1 1 (50.00%) Stakeholder Management
1 1 (50.00%) Technical Leadership
1 1 (50.00%) Test Automation
1 1 (50.00%) Test Management
Programming Languages
1 1 (50.00%) Java
1 1 (50.00%) JavaScript
1 1 (50.00%) Python
1 1 (50.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
1 1 (50.00%) QA
Vendors
1 1 (50.00%) Databricks
1 1 (50.00%) Microsoft
1 1 (50.00%) Oracle