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 27 June 2025, comparing them to the same period in the previous two years.

6 months to
27 Jun 2025
Same period 2024 Same period 2023
Rank 417 507 481
Rank change year-on-year +90 -26 +41
Permanent jobs citing Data Transformation 167 266 251
As % of all permanent jobs advertised in the UK excluding London 0.41% 0.34% 0.46%
As % of the Processes & Methodologies category 0.46% 0.42% 0.49%
Number of salaries quoted 77 147 181
10th Percentile £46,250 £35,000 £46,750
25th Percentile £52,500 £43,754 £55,250
Median annual salary (50th Percentile) £55,500 £57,500 £67,500
Median % change year-on-year -3.48% -14.81% +17.39%
75th Percentile £70,000 £74,875 £78,750
90th Percentile £87,500 £89,250 £85,000
UK median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% +5.26%

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 36,621 63,469 51,560
As % of all permanent jobs advertised in the UK excluding London 90.43% 80.68% 95.50%
Number of salaries quoted 18,060 42,936 28,089
10th Percentile £25,625 £27,500 £30,500
25th Percentile £33,250 £36,250 £40,000
Median annual salary (50th Percentile) £50,055 £50,000 £55,000
Median % change year-on-year +0.11% -9.09% +4.76%
75th Percentile £65,000 £65,000 £70,000
90th Percentile £77,500 £78,365 £81,250
UK median annual salary £55,000 £55,000 £60,800
% change year-on-year - -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 27 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 27 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 +112 63 £65,000 -16.13% 54
Midlands +74 35 £55,000 -2.65% 19
West Midlands +67 31 £55,000 -8.33% 10
Scotland +39 22 £78,750 +26.00% 6
East of England +42 21 £50,000 -13.04% 8
North of England +14 16 £42,000 -23.64% 45
North West -5 8 £55,000 - 23
Yorkshire +57 7 £42,000 +5.00% 19
South West +70 6 £70,000 +11.11% 18
East Midlands +36 4 - - 9
Wales - 2 £65,000 - 10
North East +26 1 - - 3
Isle of Man - 1 - -
Northern Ireland - 1 - - 4
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 (4.79%) SharePoint
2 4 (2.40%) Apache Spark
3 3 (1.80%) Confluence
4 1 (0.60%) Anypoint
4 1 (0.60%) CMS
4 1 (0.60%) Oracle Application Server
Applications
1 4 (2.40%) Microsoft Excel
2 1 (0.60%) Oracle Smart View
Business Applications
1 8 (4.79%) Dynamics AX
2 5 (2.99%) SAP S/4HANA
3 3 (1.80%) Sparx Enterprise Architect
4 2 (1.20%) Magento
4 2 (1.20%) Sage 200
5 1 (0.60%) Dynamics CRM
Cloud Services
1 64 (38.32%) Azure
2 56 (33.53%) AWS
3 48 (28.74%) Snowflake
4 44 (26.35%) Power Platform
5 34 (20.36%) GCP
6 17 (10.18%) Power Automate
7 13 (7.78%) Azure Data Factory
8 12 (7.19%) Amazon SageMaker
9 8 (4.79%) Azure Synapse Analytics
9 8 (4.79%) Microsoft 365
9 8 (4.79%) PowerApps
10 6 (3.59%) Collibra
10 6 (3.59%) Microsoft Purview
11 5 (2.99%) Boomi
11 5 (2.99%) Salesforce Commerce Cloud
11 5 (2.99%) SAP Commerce Cloud
12 4 (2.40%) Amazon S3
12 4 (2.40%) AWS Lambda
12 4 (2.40%) Serverless
13 3 (1.80%) dbt
Database & Business Intelligence
1 50 (29.94%) Data Warehouse
2 35 (20.96%) Power BI
3 34 (20.36%) Metadata
4 27 (16.17%) Data Lake
5 18 (10.78%) Tableau
6 9 (5.39%) Amazon Redshift
7 8 (4.79%) BigQuery
7 8 (4.79%) SQL Server Integration Services
8 7 (4.19%) NoSQL
8 7 (4.19%) Relational Database
9 6 (3.59%) Power Query
9 6 (3.59%) SQL Server
10 5 (2.99%) SQL Server Reporting Services
11 4 (2.40%) PostgreSQL
12 3 (1.80%) Amazon Athena
12 3 (1.80%) Big Data
12 3 (1.80%) Data Mining
12 3 (1.80%) Looker
12 3 (1.80%) Spark SQL
12 3 (1.80%) SQL Server Analysis Services
Development Applications
1 12 (7.19%) JIRA
2 4 (2.40%) ERwin
3 3 (1.80%) Git
3 3 (1.80%) GitLab
4 2 (1.20%) Visual Studio
5 1 (0.60%) JUnit
5 1 (0.60%) Selenium
5 1 (0.60%) TestComplete
General
1 66 (39.52%) Finance
2 43 (25.75%) Law
3 40 (23.95%) Social Skills
4 30 (17.96%) Analytical Skills
5 20 (11.98%) Manufacturing
6 18 (10.78%) Retail
7 13 (7.78%) Marketing
8 11 (6.59%) Public Sector
9 10 (5.99%) Legal
9 10 (5.99%) Police
10 9 (5.39%) Pharmaceutical
11 8 (4.79%) Inclusion and Diversity
12 5 (2.99%) Documentation Skills
13 3 (1.80%) Banking
13 3 (1.80%) Organisational Skills
13 3 (1.80%) Presentation Skills
14 2 (1.20%) Advertising
14 2 (1.20%) Automotive
14 2 (1.20%) Multimedia
15 1 (0.60%) Back Office
Job Titles
1 63 (37.72%) Lead
2 40 (23.95%) Senior
3 20 (11.98%) Analyst
4 18 (10.78%) Data Engineer
5 16 (9.58%) Developer
6 10 (5.99%) Data Analyst
6 10 (5.99%) Data Manager
7 9 (5.39%) Architect
7 9 (5.39%) Deployment Manager
7 9 (5.39%) Senior Manager
8 8 (4.79%) Data Architect
8 8 (4.79%) Microsoft 365 Developer
9 6 (3.59%) Lead Architect
9 6 (3.59%) Lead Data Architect
10 5 (2.99%) Applications Support
10 5 (2.99%) Applications Support Analyst
10 5 (2.99%) Support Analyst
10 5 (2.99%) Transformation Director
11 4 (2.40%) Power Platform Developer
12 3 (1.80%) Finance Manager
Libraries, Frameworks & Software Standards
1 13 (7.78%) PySpark
2 11 (6.59%) EDI
3 10 (5.99%) .NET
4 9 (5.39%) Keras
4 9 (5.39%) NumPy
4 9 (5.39%) PyTorch
4 9 (5.39%) scikit-learn
4 9 (5.39%) TensorFlow
5 3 (1.80%) XGBoost
5 3 (1.80%) XML
6 2 (1.20%) Apache Jena
6 2 (1.20%) REST
6 2 (1.20%) SOAP
7 1 (0.60%) JSON
7 1 (0.60%) JWT
7 1 (0.60%) OAuth
7 1 (0.60%) OAuth2
7 1 (0.60%) RAML
7 1 (0.60%) RESTful
7 1 (0.60%) Web Services
Miscellaneous
1 11 (6.59%) Data Structures
2 10 (5.99%) Management Information System
3 9 (5.39%) Algorithms
4 8 (4.79%) Legacy Systems
5 2 (1.20%) Analytical Mindset
5 2 (1.20%) Credit Risk
5 2 (1.20%) Private Cloud
5 2 (1.20%) Self-Motivation
6 1 (0.60%) Cloud Native
6 1 (0.60%) Greenfield Project
6 1 (0.60%) IoT
6 1 (0.60%) NHS
6 1 (0.60%) Onboarding
6 1 (0.60%) Product Ownership
6 1 (0.60%) PropTech
Processes & Methodologies
1 84 (50.30%) Analytics
2 67 (40.12%) ETL
3 54 (32.34%) Data Modelling
4 53 (31.74%) Data Engineering
4 53 (31.74%) Data Governance
5 52 (31.14%) Data Management
6 48 (28.74%) Data Strategy
7 43 (25.75%) Stakeholder Management
8 42 (25.15%) Business Intelligence
8 42 (25.15%) Data Pipeline
9 39 (23.35%) Data Architecture
9 39 (23.35%) Migration
10 33 (19.76%) Artificial Intelligence
11 31 (18.56%) Agile
11 31 (18.56%) Roadmaps
12 29 (17.37%) Data Stewardship
12 29 (17.37%) Metadata Management
12 29 (17.37%) Validation
13 27 (16.17%) Data Validation
13 27 (16.17%) ERP
Programming Languages
1 82 (49.10%) SQL
2 58 (34.73%) Python
3 12 (7.19%) Java
4 10 (5.99%) C#
5 7 (4.19%) Data Analysis Expressions
6 6 (3.59%) T-SQL
7 4 (2.40%) PL/SQL
8 2 (1.20%) R
8 2 (1.20%) Shell Script
8 2 (1.20%) SPARQL
9 1 (0.60%) DataWeave
9 1 (0.60%) JavaScript
9 1 (0.60%) Scala
Qualifications
1 45 (26.95%) Degree
2 9 (5.39%) PhD
3 7 (4.19%) Computer Science Degree
4 6 (3.59%) Master's Degree
5 5 (2.99%) CITP
5 5 (2.99%) MBA
6 4 (2.40%) DBS Check
7 2 (1.20%) Microsoft Certification
7 2 (1.20%) SC Cleared
7 2 (1.20%) Security Cleared
8 1 (0.60%) Azure Certification
8 1 (0.60%) CFA
Quality Assurance & Compliance
1 53 (31.74%) Data Quality
2 39 (23.35%) QA
3 25 (14.97%) Accessibility
4 13 (7.78%) GDPR
5 2 (1.20%) Dublin Core
5 2 (1.20%) ISO/IEC 27001
6 1 (0.60%) IFRS
System Software
1 1 (0.60%) HDFS
Vendors
1 30 (17.96%) Microsoft
2 12 (7.19%) Oracle
3 11 (6.59%) SAP
4 9 (5.39%) Google
4 9 (5.39%) Informatica
4 9 (5.39%) Salesforce
5 5 (2.99%) Databricks
5 5 (2.99%) Dell
6 3 (1.80%) IFS
6 3 (1.80%) JD Edwards
6 3 (1.80%) QAD
6 3 (1.80%) Sparx
7 2 (1.20%) Sage
7 2 (1.20%) Talend
8 1 (0.60%) Alteryx
8 1 (0.60%) Blue Prism
8 1 (0.60%) Cloudera
8 1 (0.60%) MuleSoft
8 1 (0.60%) ServiceNow