Data Transformation Jobs in England

Data Transformation
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England 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 30 May 2025, comparing them to the same period in the previous two years.

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 441 514 499
Rank change year-on-year +73 -15 +16
Permanent jobs citing Data Transformation 258 352 464
As % of all permanent jobs advertised in England 0.53% 0.39% 0.54%
As % of the Processes & Methodologies category 0.56% 0.47% 0.56%
Number of salaries quoted 143 266 305
10th Percentile £50,000 £35,000 £51,250
25th Percentile £53,688 £45,000 £60,000
Median annual salary (50th Percentile) £70,000 £64,000 £70,000
Median % change year-on-year +9.38% -8.57% -
75th Percentile £91,875 £90,000 £96,250
90th Percentile £110,000 £98,750 £118,750
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
England

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 England.

Permanent vacancies with a requirement for process or methodology skills 46,039 75,199 82,570
As % of all permanent jobs advertised in England 94.03% 84.05% 95.58%
Number of salaries quoted 22,875 54,702 49,146
10th Percentile £29,500 £29,000 £34,452
25th Percentile £41,250 £40,000 £46,000
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £75,000 £72,500 £82,500
90th Percentile £97,528 £93,750 £102,500
UK median annual salary £57,443 £55,000 £60,899
% change year-on-year +4.44% -9.69% +1.50%

Data Transformation
Job Vacancy Trend in England

Job postings citing Data Transformation as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Transformation in England

Data Transformation
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Transformation in England.

Salary trend for Data Transformation in England

Data Transformation
Salary Histogram in England

Salary distribution for jobs citing Data Transformation in England over the 6 months to 30 May 2025.

Salary histogram for Data Transformation in England

Data Transformation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the England region over the 6 months to 30 May 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
London +89 114 £85,000 - 147
South East +119 57 £68,750 -8.33% 307
Midlands +72 35 £56,218 +27.48% 194
West Midlands +55 31 £56,218 +20.90% 100
East of England +53 22 £50,000 -13.04% 132
North of England -3 16 £42,000 -11.58% 216
North West -19 8 £70,000 +51.35% 103
Yorkshire +55 7 £42,000 +12.00% 87
South West +63 5 £70,000 +18.64% 110
East Midlands +35 4 - - 83
North East +25 1 - - 27
Data Transformation
UK

Data Transformation
Co-occurring Skills and Capabilities in England 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 25 (9.69%) Apache Spark
2 12 (4.65%) Apache
3 11 (4.26%) Apache Airflow
4 8 (3.10%) SharePoint
5 4 (1.55%) CMS
6 2 (0.78%) Oracle Workflow
7 1 (0.39%) Confluence
7 1 (0.39%) Oracle Application Server
Applications
1 8 (3.10%) Microsoft Excel
2 3 (1.16%) Microsoft Office
Business Applications
1 7 (2.71%) Dynamics AX
2 6 (2.33%) SAP S/4HANA
3 3 (1.16%) Dynamics CRM
3 3 (1.16%) Sparx Enterprise Architect
Cloud Services
1 114 (44.19%) Azure
2 80 (31.01%) AWS
3 62 (24.03%) Power Platform
4 57 (22.09%) Snowflake
5 47 (18.22%) GCP
6 33 (12.79%) Azure Data Factory
7 20 (7.75%) Power Automate
8 15 (5.81%) Amazon S3
8 15 (5.81%) Microsoft Purview
9 12 (4.65%) Amazon SageMaker
9 12 (4.65%) Azure Synapse Analytics
9 12 (4.65%) dbt
9 12 (4.65%) PowerApps
10 11 (4.26%) Azure DevOps
10 11 (4.26%) Microsoft 365
10 11 (4.26%) Serverless
11 10 (3.88%) GitHub
12 9 (3.49%) AWS Lambda
13 8 (3.10%) Collibra
14 7 (2.71%) Amazon Kinesis
Communications & Networking
1 1 (0.39%) DNS
1 1 (0.39%) Intrusion Detection
Database & Business Intelligence
1 75 (29.07%) Data Warehouse
2 53 (20.54%) Power BI
3 40 (15.50%) Data Lake
4 37 (14.34%) Metadata
5 19 (7.36%) Tableau
6 16 (6.20%) Amazon Redshift
7 14 (5.43%) BigQuery
7 14 (5.43%) SQL Server Integration Services
8 13 (5.04%) NoSQL
8 13 (5.04%) Power Query
9 12 (4.65%) Big Data
10 10 (3.88%) Amazon Athena
10 10 (3.88%) Hadoop
10 10 (3.88%) PostgreSQL
11 7 (2.71%) Looker
11 7 (2.71%) Relational Database
11 7 (2.71%) Spark SQL
12 6 (2.33%) Apache Hive
13 5 (1.94%) Apache Iceberg
13 5 (1.94%) Sqoop
Development Applications
1 14 (5.43%) Git
2 9 (3.49%) JIRA
3 7 (2.71%) Jenkins
4 5 (1.94%) CircleCI
5 4 (1.55%) ERwin
6 3 (1.16%) GitLab
7 2 (0.78%) Visual Studio
8 1 (0.39%) Rational Rhapsody
8 1 (0.39%) TeamCity
General
1 95 (36.82%) Social Skills
2 84 (32.56%) Finance
3 45 (17.44%) Law
4 43 (16.67%) Analytical Skills
5 23 (8.91%) Marketing
6 22 (8.53%) Retail
7 19 (7.36%) Banking
7 19 (7.36%) Manufacturing
8 17 (6.59%) Inclusion and Diversity
9 16 (6.20%) Legal
10 12 (4.65%) Public Sector
11 10 (3.88%) Police
12 9 (3.49%) Pharmaceutical
13 6 (2.33%) Influencing Skills
14 5 (1.94%) Documentation Skills
14 5 (1.94%) Games
15 4 (1.55%) Advertising
15 4 (1.55%) Organisational Skills
16 3 (1.16%) Investment Banking
16 3 (1.16%) Presentation Skills
Job Titles
1 72 (27.91%) Senior
2 65 (25.19%) Lead
3 51 (19.77%) Data Engineer
4 34 (13.18%) Analyst
5 25 (9.69%) Developer
6 19 (7.36%) Senior Data Engineer
7 16 (6.20%) Business Analyst
7 16 (6.20%) Data Manager
8 11 (4.26%) Architect
9 9 (3.49%) Azure Engineer
9 9 (3.49%) Deployment Manager
9 9 (3.49%) Senior Manager
10 8 (3.10%) Data Analyst
10 8 (3.10%) Data Architect
10 8 (3.10%) Microsoft 365 Developer
11 7 (2.71%) Analytics Manager
11 7 (2.71%) Azure Data Engineer
12 6 (2.33%) Data Scientist
12 6 (2.33%) Python Engineer
12 6 (2.33%) Senior Analyst
Libraries, Frameworks & Software Standards
1 35 (13.57%) PySpark
2 17 (6.59%) Kafka
3 12 (4.65%) .NET
4 11 (4.26%) EDI
5 10 (3.88%) Spark Streaming
6 9 (3.49%) Keras
6 9 (3.49%) NumPy
6 9 (3.49%) PyTorch
6 9 (3.49%) scikit-learn
6 9 (3.49%) TensorFlow
7 5 (1.94%) OAuth
7 5 (1.94%) REST
8 4 (1.55%) Pandas
8 4 (1.55%) Plotly
8 4 (1.55%) React
9 3 (1.16%) JPA
9 3 (1.16%) RESTful
9 3 (1.16%) Spring Boot
9 3 (1.16%) XGBoost
9 3 (1.16%) XML
Miscellaneous
1 20 (7.75%) Data Structures
2 16 (6.20%) Legacy Systems
3 14 (5.43%) Algorithms
4 12 (4.65%) Management Information System
5 8 (3.10%) Cloud Native
6 6 (2.33%) Greenfield Project
7 5 (1.94%) Distributed Applications
8 4 (1.55%) NHS
9 3 (1.16%) Distributed Architecture
9 3 (1.16%) Self-Motivation
10 2 (0.78%) Credit Risk
10 2 (0.78%) Data Fabric
10 2 (0.78%) Distributed Systems
10 2 (0.78%) Mobile Banking
10 2 (0.78%) Product Ownership
10 2 (0.78%) Public Cloud
10 2 (0.78%) Reference Data
10 2 (0.78%) Reinsurance
11 1 (0.39%) Hybrid Cloud
11 1 (0.39%) OTC Derivatives
Processes & Methodologies
1 106 (41.09%) Analytics
2 105 (40.70%) ETL
3 97 (37.60%) Data Engineering
4 92 (35.66%) Data Modelling
5 79 (30.62%) Data Pipeline
6 75 (29.07%) Data Governance
7 64 (24.81%) Data Management
8 61 (23.64%) Business Intelligence
9 57 (22.09%) Data Strategy
10 53 (20.54%) Agile
10 53 (20.54%) Migration
11 51 (19.77%) Problem-Solving
12 50 (19.38%) Decision-Making
12 50 (19.38%) Stakeholder Management
13 49 (18.99%) Data Science
14 48 (18.60%) Data Architecture
15 47 (18.22%) Data Analysis
16 46 (17.83%) Artificial Intelligence
17 42 (16.28%) Visualisation
18 37 (14.34%) Asset Management
Programming Languages
1 140 (54.26%) SQL
2 116 (44.96%) Python
3 31 (12.02%) Java
4 15 (5.81%) Scala
5 13 (5.04%) Data Analysis Expressions
6 10 (3.88%) C#
6 10 (3.88%) T-SQL
7 6 (2.33%) R
8 4 (1.55%) JavaScript
8 4 (1.55%) PL/SQL
9 2 (0.78%) Shell Script
9 2 (0.78%) SPARQL
10 1 (0.39%) Bash
10 1 (0.39%) Bicep
10 1 (0.39%) C++
10 1 (0.39%) Ruby
Qualifications
1 51 (19.77%) Degree
2 17 (6.59%) Security Cleared
3 15 (5.81%) SC Cleared
4 13 (5.04%) Azure Certification
5 11 (4.26%) Computer Science Degree
6 9 (3.49%) PhD
7 7 (2.71%) Master's Degree
8 5 (1.94%) CITP
8 5 (1.94%) MBA
9 4 (1.55%) AWS Certification
9 4 (1.55%) Microsoft Certification
10 3 (1.16%) DBS Check
11 2 (0.78%) AWS Certified Developer
11 2 (0.78%) AWS Certified Solutions Architect
12 1 (0.39%) CFA
Quality Assurance & Compliance
1 68 (26.36%) Data Quality
2 43 (16.67%) QA
3 25 (9.69%) Accessibility
4 11 (4.26%) GDPR
5 2 (0.78%) Dublin Core
6 1 (0.39%) DICOM
6 1 (0.39%) Dodd-Frank
6 1 (0.39%) EMIR
6 1 (0.39%) HL7
6 1 (0.39%) MiFID
6 1 (0.39%) PMO
System Software
1 16 (6.20%) Docker
2 5 (1.94%) Apache Flume
3 1 (0.39%) HDFS
Systems Management
1 16 (6.20%) Kubernetes
2 14 (5.43%) Terraform
3 5 (1.94%) Oozie
4 2 (0.78%) Ansible
5 1 (0.39%) Progress Chef
5 1 (0.39%) Puppet
Vendors
1 41 (15.89%) Microsoft
2 36 (13.95%) Databricks
3 16 (6.20%) Informatica
4 12 (4.65%) Google
5 11 (4.26%) Salesforce
6 10 (3.88%) SAP
7 9 (3.49%) Oracle
8 8 (3.10%) Cloudera
9 5 (1.94%) Dell
10 4 (1.55%) Adobe
10 4 (1.55%) TikTok
11 3 (1.16%) JD Edwards
11 3 (1.16%) QAD
11 3 (1.16%) Sparx
12 2 (0.78%) IFS
12 2 (0.78%) Splunk
12 2 (0.78%) Talend
13 1 (0.39%) CheckPoint
13 1 (0.39%) Foundry
13 1 (0.39%) Red Hat