Data Transformation Job Trends in Rugby

Data Transformation
Warwickshire > Rugby

The table below provides summary statistics and salary benchmarking for jobs advertised in Rugby requiring Data Transformation skills. It covers permanent job vacancies from the 6 months leading up to 18 December 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Dec 2025
Same period 2024 Same period 2023
Rank 8 - -
Rank change year-on-year - - -
Permanent jobs citing Data Transformation 1 0 0
As % of all permanent jobs in Rugby 3.70% - -
As % of the Processes & Methodologies category 4.17% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £52,500 - -
Median annual salary (50th Percentile) £55,000 - -
75th Percentile £57,500 - -
90th Percentile - - -
Warwickshire median annual salary £55,000 - £67,500

All Process and Methodology Skills
Rugby

Data Transformation 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 Rugby.

Permanent vacancies with a requirement for process or methodology skills 24 68 62
As % of all permanent jobs advertised in Rugby 88.89% 94.44% 98.41%
Number of salaries quoted 10 15 51
10th Percentile £41,347 £46,250 -
25th Percentile £45,000 £49,125 £31,250
Median annual salary (50th Percentile) £52,500 £55,000 £50,000
Median % change year-on-year -4.55% +10.00% -9.09%
75th Percentile £62,188 £55,500 £53,750
90th Percentile £63,875 £67,750 £70,276
Warwickshire median annual salary £53,000 £55,000 £50,000
% change year-on-year -3.64% +10.00% +5.26%

Data Transformation
Co-Occurring Skills & Capabilities in Rugby 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 1 (100.00%) Azure
1 1 (100.00%) Azure Data Factory
1 1 (100.00%) Azure Synapse Analytics
Database & Business Intelligence
1 1 (100.00%) Data Warehouse
Job Titles
1 1 (100.00%) Azure Data Engineer
1 1 (100.00%) Azure Engineer
1 1 (100.00%) Data Engineer
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Pipeline
1 1 (100.00%) DataOps
1 1 (100.00%) ETL
Programming Languages
1 1 (100.00%) SQL
1 1 (100.00%) T-SQL
Quality Assurance & Compliance
1 1 (100.00%) GDPR
1 1 (100.00%) ISO/IEC 27001
Vendors
1 1 (100.00%) Databricks