Data Analysis Expressions Job Trends in Wales

Microsoft Data Analysis Expressions (DAX)
UK > Wales

The table below provides summary statistics and salary benchmarking for jobs advertised in Wales requiring Data Analysis Expressions skills. It covers permanent job vacancies from the 6 months leading up to 27 December 2025, with comparisons to the same periods in the previous two years.

6 months to
27 Dec 2025
Same period 2024 Same period 2023
Rank 75 - -
Rank change year-on-year - - -
Permanent jobs citing Data Analysis Expressions 3 0 0
As % of all permanent jobs in Wales 0.27% - -
As % of the Programming Languages category 1.73% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
UK median annual salary £57,500 £50,000 £55,000
% change year-on-year +15.00% -9.09% +11.11%

All Programming Languages
Wales

Data Analysis Expressions falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring coding skills in Wales.

Permanent vacancies with a requirement for coding skills 173 307 293
As % of all permanent jobs advertised in Wales 15.45% 33.05% 33.60%
Number of salaries quoted 139 167 233
10th Percentile £35,000 £30,000 £33,250
25th Percentile £47,875 £31,250 £41,250
Median annual salary (50th Percentile) £56,631 £49,104 £50,000
Median % change year-on-year +15.33% -1.79% -
75th Percentile £73,125 £65,000 £66,250
90th Percentile £79,032 £74,144 £73,750
UK median annual salary £62,500 £65,000 £63,500
% change year-on-year -3.85% +2.36% -2.31%

Data Analysis Expressions
Job Vacancy Trend in Wales

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

Data Analysis Expressions job vacancy trend in Wales

Data Analysis Expressions
Salary Trend in Wales

Salary distribution trend for jobs in Wales citing Data Analysis Expressions.

Salary distribution trend for jobs in Wales citing Data Analysis Expressions

Data Analysis Expressions
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 Analysis Expressions within the Wales region over the 6 months to 27 December 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
South Wales - 3 - - 2
Data Analysis Expressions
UK

Data Analysis Expressions
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:

Applications
1 3 (100.00%) Microsoft Excel
2 1 (33.33%) Spreadsheet
Business Applications
1 1 (33.33%) NetSuite
Cloud Services
1 3 (100.00%) Power Platform
2 2 (66.67%) Azure
2 2 (66.67%) Azure Data Factory
2 2 (66.67%) Azure Synapse Analytics
Database & Business Intelligence
1 3 (100.00%) Power BI
2 2 (66.67%) Azure SQL Database
2 2 (66.67%) SQL Server
2 2 (66.67%) SQL Server Reporting Services
3 1 (33.33%) Data Warehouse
3 1 (33.33%) Oracle Database
3 1 (33.33%) Oracle Reports
3 1 (33.33%) Power Query
General
1 3 (100.00%) Finance
2 2 (66.67%) Analytical Skills
2 2 (66.67%) Social Skills
3 1 (33.33%) Billing
3 1 (33.33%) Presentation Skills
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Business Intelligence Consultant
1 1 (33.33%) Business Manager
1 1 (33.33%) Commercial Analyst
1 1 (33.33%) Consultant
1 1 (33.33%) Insight Analyst
1 1 (33.33%) Insight Manager
Miscellaneous
1 2 (66.67%) Analytical Mindset
2 1 (33.33%) Data Structures
2 1 (33.33%) Self-Motivation
Processes & Methodologies
1 3 (100.00%) Business Intelligence
2 2 (66.67%) Actionable Insight
2 2 (66.67%) Analytics
2 2 (66.67%) Data Analysis
2 2 (66.67%) Data Modelling
2 2 (66.67%) Decision-Making
2 2 (66.67%) Problem-Solving
2 2 (66.67%) Process Improvement
2 2 (66.67%) Visual Analytics
2 2 (66.67%) Visualisation
2 2 (66.67%) WFM
3 1 (33.33%) Budgeting
3 1 (33.33%) Budgeting and Forecasting
3 1 (33.33%) Customer Insight
3 1 (33.33%) Data Analytics
3 1 (33.33%) Data Collection
3 1 (33.33%) Performance Monitoring
3 1 (33.33%) Proactive Monitoring
3 1 (33.33%) Storytelling
3 1 (33.33%) Workforce Productivity
Programming Languages
1 3 (100.00%) SQL
Qualifications
1 1 (33.33%) Degree
1 1 (33.33%) Six Sigma Green Belt
Quality Assurance & Compliance
1 1 (33.33%) Actionable Recommendations
1 1 (33.33%) Data Quality
Vendors
1 1 (33.33%) Oracle