Data Engineer Job Trends in Wales

Data Engineer
UK > Wales

The median Data Engineer salary in Wales is £60,000 per year, according to job vacancies posted during the 6 months leading to 1 January 2026.

The table below compares current salary benchmarking and summary statistics with the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 70 76 80
Rank change year-on-year +6 +4 +15
Permanent jobs requiring a Data Engineer 4 4 11
As % of all permanent jobs in Wales 0.37% 0.44% 1.29%
As % of the Job Titles category 0.42% 0.46% 1.33%
Number of salaries quoted 3 4 9
10th Percentile £56,000 £41,342 £42,414
25th Percentile £57,500 £41,363 £42,500
Median annual salary (50th Percentile) £60,000 £42,751 £46,060
Median % change year-on-year +40.35% -7.18% -21.60%
75th Percentile £78,750 £50,320 £68,750
90th Percentile £90,000 £61,378 £73,750
UK median annual salary £69,250 £70,000 £67,500
% change year-on-year -1.07% +3.70% -3.57%

All Permanent IT Job Roles
Wales

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in Wales. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

Permanent vacancies in Wales with a recognized job title 959 869 825
% of permanent jobs with a recognized job title 88.96% 95.49% 96.60%
Number of salaries quoted 682 472 615
10th Percentile £27,000 £30,050 £30,000
25th Percentile £33,500 £35,000 £35,500
Median annual salary (50th Percentile) £50,000 £49,104 £47,500
Median % change year-on-year +1.82% +3.38% -
75th Percentile £60,000 £65,000 £61,000
90th Percentile £80,000 £75,000 £72,433
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

Data Engineer
Job Vacancy Trend in Wales

Historical trend showing the proportion of permanent IT job postings featuring 'Data Engineer' in the job title relative to all permanent IT jobs advertised in Wales.

Data Engineer job vacancy trend in Wales

Data Engineer
Salary Trend in Wales

Salary distribution trend for Data Engineer job vacancies in Wales.

Salary distribution trend for Data Engineer job vacancies in Wales

Data Engineer
Salary Histogram in Wales

Salary distribution for jobs citing Data Engineer in Wales over the 6 months to 1 January 2026.

Salary histogram for Data Engineer in Wales

Data Engineer
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the 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
South Wales -1 4 £60,000 +40.35% 5
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in Wales

For the 6 months to 1 January 2026, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all permanent job ads across the Wales region featuring Data Engineer in the job title.

1 3 (75.00%) Python
2 2 (50.00%) Agile
2 2 (50.00%) Azure
2 2 (50.00%) BigQuery
2 2 (50.00%) CI/CD
2 2 (50.00%) Data Lake
2 2 (50.00%) Databricks
2 2 (50.00%) GCP
2 2 (50.00%) PySpark
2 2 (50.00%) SQL
3 1 (25.00%) Analytics
3 1 (25.00%) Apache Iceberg
3 1 (25.00%) Apache Spark
3 1 (25.00%) Azure DevOps
3 1 (25.00%) Azure Synapse Analytics
3 1 (25.00%) BDD
3 1 (25.00%) Big Data
3 1 (25.00%) Cucumber
3 1 (25.00%) Data Architecture
3 1 (25.00%) Data Engineering
3 1 (25.00%) Data Governance
3 1 (25.00%) Data Pipeline
3 1 (25.00%) Data Quality
3 1 (25.00%) Data Transformation
3 1 (25.00%) Data Warehouse
3 1 (25.00%) Delta Lake
3 1 (25.00%) DevOps
3 1 (25.00%) Dimensional Modelling
3 1 (25.00%) ETL
3 1 (25.00%) GitLab

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in 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:

Application Platforms
1 1 (25.00%) Apache Spark
Cloud Services
1 2 (50.00%) Azure
1 2 (50.00%) GCP
2 1 (25.00%) Azure DevOps
2 1 (25.00%) Azure Synapse Analytics
Database & Business Intelligence
1 2 (50.00%) BigQuery
1 2 (50.00%) Data Lake
2 1 (25.00%) Apache Iceberg
2 1 (25.00%) Big Data
2 1 (25.00%) Data Warehouse
2 1 (25.00%) Delta Lake
2 1 (25.00%) Parquet
2 1 (25.00%) RDBMS
2 1 (25.00%) Relational Database
Development Applications
1 1 (25.00%) Cucumber
1 1 (25.00%) GitLab
1 1 (25.00%) Jenkins
1 1 (25.00%) JIRA
1 1 (25.00%) JMeter
1 1 (25.00%) Zephyr
General
1 1 (25.00%) Social Skills
Libraries, Frameworks & Software Standards
1 2 (50.00%) PySpark
2 1 (25.00%) Kafka
Processes & Methodologies
1 2 (50.00%) Agile
1 2 (50.00%) CI/CD
2 1 (25.00%) Analytics
2 1 (25.00%) BDD
2 1 (25.00%) Data Architecture
2 1 (25.00%) Data Engineering
2 1 (25.00%) Data Governance
2 1 (25.00%) Data Pipeline
2 1 (25.00%) Data Transformation
2 1 (25.00%) DevOps
2 1 (25.00%) Dimensional Modelling
2 1 (25.00%) ETL
2 1 (25.00%) Infrastructure as Code
2 1 (25.00%) Non-Functional Testing
2 1 (25.00%) Observability
2 1 (25.00%) Problem-Solving
2 1 (25.00%) Stakeholder Management
2 1 (25.00%) TDD
2 1 (25.00%) Test Automation
2 1 (25.00%) Test Management
Programming Languages
1 3 (75.00%) Python
2 2 (50.00%) SQL
3 1 (25.00%) Java
3 1 (25.00%) JavaScript
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
1 1 (25.00%) QA
Vendors
1 2 (50.00%) Databricks
2 1 (25.00%) Oracle