Data Modelling Job Trends in South Wales

Data Modelling
Wales > South Wales

The table below provides summary statistics and salary benchmarking for jobs advertised in South Wales requiring Data Modelling skills. It covers permanent job vacancies from the 6 months leading up to 22 October 2025, with comparisons to the same periods in the previous two years.

6 months to
22 Oct 2025
Same period 2024 Same period 2023
Rank 61 61 66
Rank change year-on-year 0 +5 +19
Permanent jobs citing Data Modelling 2 10 8
As % of all permanent jobs in South Wales 0.28% 1.10% 1.22%
As % of the Processes & Methodologies category 0.34% 1.59% 1.28%
Number of salaries quoted 1 3 7
10th Percentile - £40,480 £39,616
25th Percentile £37,250 £40,798 £45,712
Median annual salary (50th Percentile) £37,500 £44,315 £65,000
Median % change year-on-year -15.38% -31.82% +26.66%
75th Percentile £37,750 £56,056 £73,712
90th Percentile - £60,673 £74,923
Wales median annual salary £37,500 £43,786 £50,408
% change year-on-year -14.36% -13.14% -1.78%

All Process and Methodology Skills
South Wales

Data Modelling 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 596 628 626
As % of all permanent jobs advertised in South Wales 83.83% 69.24% 95.72%
Number of salaries quoted 450 372 489
10th Percentile £25,087 £30,000 £32,500
25th Percentile £32,563 £35,000 £40,000
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% -1.96%
75th Percentile £60,000 £65,000 £65,000
90th Percentile £74,332 £77,250 £73,050
Wales median annual salary £48,500 £46,500 £46,210
% change year-on-year +4.30% +0.63% -7.58%

Data Modelling
Job Vacancy Trend in South Wales

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

Data Modelling job vacancy trend in South Wales

Data Modelling
Salary Trend in South Wales

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

Salary distribution trend for jobs in South Wales citing Data Modelling

Data Modelling
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 Modelling within the South Wales region over the 6 months to 22 October 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
Cardiff +19 1 - - 2
Caerphilly - 1 £37,500 - 2
Data Modelling
Wales

Data Modelling
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:

Applications
1 2 (100.00%) Microsoft Excel
2 1 (50.00%) Spreadsheet
Business Applications
1 1 (50.00%) NetSuite
Cloud Services
1 2 (100.00%) Power Platform
2 1 (50.00%) Google Analytics
2 1 (50.00%) Microsoft 365
2 1 (50.00%) PowerApps
Database & Business Intelligence
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Power BI
2 1 (50.00%) Oracle Database
2 1 (50.00%) Oracle Reports
2 1 (50.00%) Power Query
2 1 (50.00%) RDBMS
2 1 (50.00%) Relational Database
2 1 (50.00%) SQL Server
2 1 (50.00%) SQL Server Analysis Services
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) SQL Server Reporting Services
General
1 1 (50.00%) Analytical Skills
1 1 (50.00%) Finance
1 1 (50.00%) Law
1 1 (50.00%) Legal
1 1 (50.00%) Social Skills
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Business Intelligence Analyst
1 1 (50.00%) Business Intelligence Consultant
1 1 (50.00%) Business Intelligence Data Analyst
1 1 (50.00%) Consultant
1 1 (50.00%) Data Analyst
1 1 (50.00%) Power BI Analyst
Miscellaneous
1 1 (50.00%) Data Structures
1 1 (50.00%) Management Information System
Processes & Methodologies
1 2 (100.00%) Business Intelligence
2 1 (50.00%) Actionable Insight
2 1 (50.00%) Analytics
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) Customer Service
2 1 (50.00%) Data Analysis
2 1 (50.00%) Decision-Making
2 1 (50.00%) ERP
2 1 (50.00%) ETL
2 1 (50.00%) Problem-Solving
2 1 (50.00%) Service Delivery
2 1 (50.00%) Statistical Modelling
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) Data Analysis Expressions
Quality Assurance & Compliance
1 1 (50.00%) GDPR
Vendors
1 2 (100.00%) Oracle
2 1 (50.00%) Google
2 1 (50.00%) Microsoft