Data Transformation Jobs in the UK excluding London

Data Transformation
UK > UK excluding London

The table below provides summary statistics for permanent job vacancies advertised in the UK excluding London requiring Data Transformation skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Transformation over the 6 months leading up to 9 June 2025, comparing them to the same period in the previous two years.

6 months to
9 Jun 2025
Same period 2024 Same period 2023
Rank 422 492 502
Rank change year-on-year +70 +10 +52
Permanent jobs citing Data Transformation 170 288 238
As % of all permanent jobs advertised in the UK excluding London 0.42% 0.37% 0.43%
As % of the Processes & Methodologies category 0.46% 0.45% 0.45%
Number of salaries quoted 78 168 171
10th Percentile £48,875 £35,000 £46,750
25th Percentile £52,500 £41,164 £55,250
Median annual salary (50th Percentile) £57,500 £55,000 £67,500
Median % change year-on-year +4.55% -18.52% +17.39%
75th Percentile £75,000 £68,750 £77,500
90th Percentile £88,250 £86,250 £82,500
UK median annual salary £67,500 £64,000 £70,000
% change year-on-year +5.47% -8.57% +3.70%

All Process and Methodology Skills
UK excluding London

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 the UK excluding London.

Permanent vacancies with a requirement for process or methodology skills 36,702 63,852 53,209
As % of all permanent jobs advertised in the UK excluding London 91.70% 81.13% 95.50%
Number of salaries quoted 17,877 43,309 28,442
10th Percentile £26,250 £27,500 £30,500
25th Percentile £35,750 £36,250 £40,000
Median annual salary (50th Percentile) £50,890 £50,000 £55,000
Median % change year-on-year +1.78% -9.09% +4.76%
75th Percentile £65,000 £65,000 £70,000
90th Percentile £77,500 £77,500 £82,500
UK median annual salary £56,000 £55,000 £60,800
% change year-on-year +1.82% -9.54% +1.33%

Data Transformation
Job Vacancy Trend in the UK excluding London

Job postings citing Data Transformation as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Data Transformation in the UK excluding London

Data Transformation
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing Data Transformation in the UK excluding London.

Salary trend for Data Transformation in the UK excluding London

Data Transformation
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Data Transformation in the UK excluding London over the 6 months to 9 June 2025.

Salary histogram for Data Transformation in the UK excluding London

Data Transformation
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the UK excluding London region over the 6 months to 9 June 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 East +123 60 £70,000 -6.67% 120
Midlands +78 37 £57,435 +30.24% 41
West Midlands +66 33 £57,435 +23.52% 15
Scotland +48 24 £85,000 +33.29% 8
East of England +48 22 £50,000 -13.04% 16
North of England +3 14 £42,000 -11.58% 54
South West +73 7 £70,000 +11.11% 24
Yorkshire +49 7 £42,000 +12.00% 20
North West -30 6 £52,500 +10.53% 30
East Midlands +42 4 - - 25
Wales - 4 £77,500 - 9
Northern Ireland +43 1 - - 2
North East +29 1 - - 5
Isle of Man - 1 - - 1
Data Transformation
UK

Data Transformation
Co-occurring Skills and Capabilities in the UK excluding London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (4.71%) SharePoint
2 4 (2.35%) Apache Spark
3 3 (1.76%) Confluence
4 1 (0.59%) CMS
4 1 (0.59%) Oracle Application Server
Applications
1 5 (2.94%) Microsoft Excel
2 1 (0.59%) Oracle Smart View
Business Applications
1 8 (4.71%) Dynamics AX
2 5 (2.94%) SAP S/4HANA
3 3 (1.76%) Sparx Enterprise Architect
4 1 (0.59%) Dynamics CRM
Cloud Services
1 67 (39.41%) Azure
2 56 (32.94%) AWS
3 49 (28.82%) Snowflake
4 42 (24.71%) Power Platform
5 34 (20.00%) GCP
6 17 (10.00%) Power Automate
7 14 (8.24%) Azure Data Factory
8 12 (7.06%) Amazon SageMaker
9 9 (5.29%) PowerApps
10 8 (4.71%) Azure Synapse Analytics
10 8 (4.71%) Microsoft 365
11 6 (3.53%) Collibra
11 6 (3.53%) Microsoft Purview
12 5 (2.94%) Boomi
12 5 (2.94%) Salesforce Commerce Cloud
12 5 (2.94%) SAP Commerce Cloud
13 4 (2.35%) Amazon S3
13 4 (2.35%) dbt
13 4 (2.35%) GitHub
13 4 (2.35%) Serverless
Database & Business Intelligence
1 52 (30.59%) Data Warehouse
2 34 (20.00%) Metadata
3 33 (19.41%) Power BI
4 28 (16.47%) Data Lake
5 17 (10.00%) Tableau
6 9 (5.29%) Amazon Redshift
6 9 (5.29%) SQL Server Integration Services
7 8 (4.71%) BigQuery
8 7 (4.12%) NoSQL
8 7 (4.12%) Relational Database
9 6 (3.53%) Power Query
9 6 (3.53%) SQL Server
10 5 (2.94%) Big Data
10 5 (2.94%) SQL Server Reporting Services
11 4 (2.35%) Looker
11 4 (2.35%) PostgreSQL
12 3 (1.76%) Amazon Athena
12 3 (1.76%) Amazon QuickSight
12 3 (1.76%) Azure SQL Data Warehouse
12 3 (1.76%) Data Mining
Development Applications
1 12 (7.06%) JIRA
2 4 (2.35%) ERwin
3 3 (1.76%) Git
3 3 (1.76%) GitLab
4 2 (1.18%) Visual Studio
5 1 (0.59%) JUnit
5 1 (0.59%) Selenium
5 1 (0.59%) TestComplete
General
1 68 (40.00%) Finance
2 41 (24.12%) Law
3 39 (22.94%) Social Skills
4 30 (17.65%) Analytical Skills
5 20 (11.76%) Manufacturing
6 19 (11.18%) Retail
7 14 (8.24%) Marketing
8 10 (5.88%) Legal
8 10 (5.88%) Police
9 9 (5.29%) Pharmaceutical
9 9 (5.29%) Public Sector
10 8 (4.71%) Inclusion and Diversity
11 5 (2.94%) Documentation Skills
12 4 (2.35%) Banking
12 4 (2.35%) Organisational Skills
13 3 (1.76%) Presentation Skills
14 2 (1.18%) Advertising
14 2 (1.18%) Automotive
14 2 (1.18%) Multimedia
15 1 (0.59%) Local Government
Job Titles
1 62 (36.47%) Lead
2 42 (24.71%) Senior
3 19 (11.18%) Analyst
3 19 (11.18%) Data Engineer
4 15 (8.82%) Developer
5 12 (7.06%) Data Manager
6 9 (5.29%) Architect
6 9 (5.29%) Data Analyst
6 9 (5.29%) Deployment Manager
6 9 (5.29%) Senior Manager
7 8 (4.71%) Data Architect
7 8 (4.71%) Microsoft 365 Developer
8 6 (3.53%) Lead Architect
8 6 (3.53%) Lead Data Architect
9 5 (2.94%) Applications Support
9 5 (2.94%) Applications Support Analyst
9 5 (2.94%) Support Analyst
10 4 (2.35%) Business Analyst
10 4 (2.35%) Power Platform Developer
10 4 (2.35%) Transformation Director
Libraries, Frameworks & Software Standards
1 14 (8.24%) PySpark
2 11 (6.47%) EDI
3 10 (5.88%) .NET
4 9 (5.29%) Keras
4 9 (5.29%) NumPy
4 9 (5.29%) PyTorch
4 9 (5.29%) scikit-learn
4 9 (5.29%) TensorFlow
5 3 (1.76%) XGBoost
6 2 (1.18%) Apache Jena
6 2 (1.18%) REST
6 2 (1.18%) XML
7 1 (0.59%) SOAP
7 1 (0.59%) Web Services
Miscellaneous
1 14 (8.24%) Data Structures
2 10 (5.88%) Management Information System
3 9 (5.29%) Algorithms
3 9 (5.29%) Legacy Systems
4 3 (1.76%) Analytical Mindset
4 3 (1.76%) Self-Motivation
5 2 (1.18%) Credit Risk
5 2 (1.18%) Private Cloud
6 1 (0.59%) Cloud Native
6 1 (0.59%) Greenfield Project
6 1 (0.59%) IoT
6 1 (0.59%) Mobile Banking
6 1 (0.59%) NHS
6 1 (0.59%) Onboarding
6 1 (0.59%) Product Ownership
6 1 (0.59%) PropTech
Processes & Methodologies
1 87 (51.18%) Analytics
2 68 (40.00%) ETL
3 57 (33.53%) Data Modelling
4 56 (32.94%) Data Engineering
5 55 (32.35%) Data Governance
5 55 (32.35%) Data Management
6 53 (31.18%) Data Strategy
7 45 (26.47%) Data Pipeline
8 44 (25.88%) Stakeholder Management
9 42 (24.71%) Business Intelligence
10 41 (24.12%) Data Architecture
11 39 (22.94%) Migration
12 36 (21.18%) Artificial Intelligence
13 33 (19.41%) Agile
14 31 (18.24%) Data Stewardship
14 31 (18.24%) Roadmaps
15 29 (17.06%) Metadata Management
16 28 (16.47%) Validation
17 27 (15.88%) Data Migration
17 27 (15.88%) Matrix Organization
Programming Languages
1 83 (48.82%) SQL
2 61 (35.88%) Python
3 12 (7.06%) Java
4 10 (5.88%) C#
5 6 (3.53%) Data Analysis Expressions
5 6 (3.53%) T-SQL
6 4 (2.35%) PL/SQL
7 2 (1.18%) R
7 2 (1.18%) Shell Script
7 2 (1.18%) SPARQL
8 1 (0.59%) JavaScript
8 1 (0.59%) Scala
Qualifications
1 46 (27.06%) Degree
2 9 (5.29%) PhD
3 7 (4.12%) Computer Science Degree
4 6 (3.53%) Master's Degree
5 5 (2.94%) CITP
5 5 (2.94%) MBA
6 3 (1.76%) DBS Check
6 3 (1.76%) SC Cleared
6 3 (1.76%) Security Cleared
7 2 (1.18%) Microsoft Certification
8 1 (0.59%) Azure Certification
8 1 (0.59%) CFA
Quality Assurance & Compliance
1 56 (32.94%) Data Quality
2 40 (23.53%) QA
3 28 (16.47%) Accessibility
4 11 (6.47%) GDPR
5 2 (1.18%) Dublin Core
6 1 (0.59%) IFRS
System Software
1 1 (0.59%) HDFS
Vendors
1 31 (18.24%) Microsoft
2 9 (5.29%) Google
2 9 (5.29%) Informatica
2 9 (5.29%) Oracle
2 9 (5.29%) Salesforce
2 9 (5.29%) SAP
3 6 (3.53%) Databricks
4 5 (2.94%) Dell
5 3 (1.76%) IFS
5 3 (1.76%) JD Edwards
5 3 (1.76%) QAD
5 3 (1.76%) Sparx
6 2 (1.18%) Talend
7 1 (0.59%) Cloudera
7 1 (0.59%) ServiceNow