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 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 434 514 503
Rank change year-on-year +80 -11 +22
Permanent jobs citing Data Transformation 259 356 463
As % of all permanent jobs advertised in England 0.53% 0.40% 0.54%
As % of the Processes & Methodologies category 0.56% 0.47% 0.57%
Number of salaries quoted 144 268 303
10th Percentile £48,600 £35,000 £51,250
25th Percentile £53,688 £45,000 £60,000
Median annual salary (50th Percentile) £70,000 £64,000 £72,500
Median % change year-on-year +9.38% -11.72% +3.57%
75th Percentile £90,938 £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 46,342 75,409 81,364
As % of all permanent jobs advertised in England 93.97% 83.96% 95.53%
Number of salaries quoted 23,102 54,812 48,959
10th Percentile £29,250 £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 £57,000 £55,000 £60,899
% change year-on-year +3.64% -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 31 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 31 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 +78 115 £85,000 - 165
South East +109 57 £68,750 -8.33% 37
Midlands +51 35 £56,218 +27.48% 27
West Midlands +53 31 £56,218 +20.90% 14
East of England +56 22 £50,000 -13.04% 3
North of England -18 16 £42,000 -11.58% 31
North West -26 8 £70,000 +51.35% 15
Yorkshire +51 7 £42,000 +12.00% 13
South West +70 5 £70,000 +18.64% 11
East Midlands +32 4 - - 13
North East +27 1 - - 3
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 (9.65%) Apache Spark
2 12 (4.63%) Apache
3 11 (4.25%) Apache Airflow
4 8 (3.09%) SharePoint
5 3 (1.16%) CMS
6 2 (0.77%) Oracle Workflow
7 1 (0.39%) Confluence
7 1 (0.39%) Oracle Application Server
Applications
1 7 (2.70%) Microsoft Excel
2 2 (0.77%) Microsoft Office
Business Applications
1 7 (2.70%) Dynamics AX
2 6 (2.32%) SAP S/4HANA
3 3 (1.16%) Dynamics CRM
3 3 (1.16%) Sparx Enterprise Architect
4 1 (0.39%) Shopify
Cloud Services
1 114 (44.02%) Azure
2 81 (31.27%) AWS
3 62 (23.94%) Power Platform
4 57 (22.01%) Snowflake
5 47 (18.15%) GCP
6 33 (12.74%) Azure Data Factory
7 20 (7.72%) Power Automate
8 15 (5.79%) Amazon S3
8 15 (5.79%) Microsoft Purview
9 13 (5.02%) dbt
10 12 (4.63%) Amazon SageMaker
10 12 (4.63%) Azure Synapse Analytics
10 12 (4.63%) PowerApps
11 11 (4.25%) Azure DevOps
11 11 (4.25%) Serverless
12 10 (3.86%) GitHub
12 10 (3.86%) Microsoft 365
13 9 (3.47%) AWS Lambda
14 8 (3.09%) Collibra
15 7 (2.70%) Amazon Kinesis
Communications & Networking
1 1 (0.39%) DNS
1 1 (0.39%) Intrusion Detection
Database & Business Intelligence
1 75 (28.96%) Data Warehouse
2 53 (20.46%) Power BI
3 40 (15.44%) Data Lake
4 37 (14.29%) Metadata
5 19 (7.34%) Tableau
6 16 (6.18%) Amazon Redshift
7 14 (5.41%) BigQuery
7 14 (5.41%) SQL Server Integration Services
8 13 (5.02%) NoSQL
8 13 (5.02%) Power Query
9 12 (4.63%) Big Data
10 11 (4.25%) PostgreSQL
11 10 (3.86%) Amazon Athena
11 10 (3.86%) Hadoop
12 7 (2.70%) Looker
12 7 (2.70%) Relational Database
12 7 (2.70%) Spark SQL
13 6 (2.32%) Apache Hive
14 5 (1.93%) SQL Server
14 5 (1.93%) SQL Server Reporting Services
Development Applications
1 15 (5.79%) Git
2 9 (3.47%) JIRA
3 7 (2.70%) Jenkins
4 5 (1.93%) CircleCI
5 4 (1.54%) ERwin
6 3 (1.16%) GitLab
7 2 (0.77%) Visual Studio
8 1 (0.39%) Rational Rhapsody
8 1 (0.39%) TeamCity
General
1 94 (36.29%) Social Skills
2 83 (32.05%) Finance
3 45 (17.37%) Law
4 43 (16.60%) Analytical Skills
5 23 (8.88%) Marketing
5 23 (8.88%) Retail
6 19 (7.34%) Banking
6 19 (7.34%) Manufacturing
7 17 (6.56%) Inclusion and Diversity
8 16 (6.18%) Legal
9 12 (4.63%) Public Sector
10 10 (3.86%) Police
11 9 (3.47%) Pharmaceutical
12 6 (2.32%) Influencing Skills
13 5 (1.93%) Documentation Skills
13 5 (1.93%) Games
14 4 (1.54%) Advertising
14 4 (1.54%) Organisational Skills
15 3 (1.16%) Investment Banking
15 3 (1.16%) Presentation Skills
Job Titles
1 73 (28.19%) Senior
2 65 (25.10%) Lead
3 52 (20.08%) Data Engineer
4 34 (13.13%) Analyst
5 25 (9.65%) Developer
6 20 (7.72%) Senior Data Engineer
7 16 (6.18%) Business Analyst
7 16 (6.18%) Data Manager
8 11 (4.25%) Architect
9 9 (3.47%) Azure Engineer
9 9 (3.47%) Deployment Manager
9 9 (3.47%) Senior Manager
10 8 (3.09%) Data Analyst
10 8 (3.09%) Data Architect
10 8 (3.09%) Microsoft 365 Developer
11 7 (2.70%) Analytics Manager
11 7 (2.70%) Azure Data Engineer
12 6 (2.32%) Data Scientist
12 6 (2.32%) Python Engineer
12 6 (2.32%) Senior Analyst
Libraries, Frameworks & Software Standards
1 35 (13.51%) PySpark
2 17 (6.56%) Kafka
3 12 (4.63%) .NET
4 11 (4.25%) EDI
5 10 (3.86%) Spark Streaming
6 9 (3.47%) Keras
6 9 (3.47%) NumPy
6 9 (3.47%) PyTorch
6 9 (3.47%) scikit-learn
6 9 (3.47%) TensorFlow
7 6 (2.32%) REST
8 5 (1.93%) OAuth
9 4 (1.54%) Pandas
9 4 (1.54%) Plotly
9 4 (1.54%) React
9 4 (1.54%) XML
10 3 (1.16%) Hibernate
10 3 (1.16%) Spring
10 3 (1.16%) Spring Boot
10 3 (1.16%) XGBoost
Miscellaneous
1 19 (7.34%) Data Structures
2 16 (6.18%) Legacy Systems
3 14 (5.41%) Algorithms
4 11 (4.25%) Management Information System
5 8 (3.09%) Cloud Native
6 6 (2.32%) Greenfield Project
7 5 (1.93%) Distributed Applications
8 4 (1.54%) NHS
9 3 (1.16%) Distributed Architecture
9 3 (1.16%) Self-Motivation
10 2 (0.77%) Credit Risk
10 2 (0.77%) Data Fabric
10 2 (0.77%) Distributed Systems
10 2 (0.77%) Mobile Banking
10 2 (0.77%) Product Ownership
10 2 (0.77%) Public Cloud
10 2 (0.77%) Reference Data
10 2 (0.77%) Reinsurance
11 1 (0.39%) Online Games
11 1 (0.39%) Social Media
Processes & Methodologies
1 107 (41.31%) Analytics
2 105 (40.54%) ETL
3 98 (37.84%) Data Engineering
4 93 (35.91%) Data Modelling
5 80 (30.89%) Data Pipeline
6 75 (28.96%) Data Governance
7 64 (24.71%) Data Management
8 61 (23.55%) Business Intelligence
9 57 (22.01%) Data Strategy
10 55 (21.24%) Agile
11 52 (20.08%) Migration
12 51 (19.69%) Decision-Making
12 51 (19.69%) Problem-Solving
13 50 (19.31%) Data Science
13 50 (19.31%) Stakeholder Management
14 49 (18.92%) Data Architecture
15 48 (18.53%) Data Analysis
16 46 (17.76%) Artificial Intelligence
17 42 (16.22%) Visualisation
18 36 (13.90%) Asset Management
Programming Languages
1 140 (54.05%) SQL
2 118 (45.56%) Python
3 31 (11.97%) Java
4 15 (5.79%) Scala
5 13 (5.02%) Data Analysis Expressions
6 10 (3.86%) C#
6 10 (3.86%) T-SQL
7 6 (2.32%) R
8 5 (1.93%) JavaScript
9 4 (1.54%) PL/SQL
10 2 (0.77%) Shell Script
10 2 (0.77%) SPARQL
11 1 (0.39%) Bash
11 1 (0.39%) Bicep
11 1 (0.39%) C++
11 1 (0.39%) Ruby
Qualifications
1 50 (19.31%) Degree
2 17 (6.56%) Security Cleared
3 15 (5.79%) SC Cleared
4 13 (5.02%) Azure Certification
5 11 (4.25%) Computer Science Degree
6 9 (3.47%) PhD
7 7 (2.70%) Master's Degree
8 5 (1.93%) CITP
8 5 (1.93%) MBA
9 4 (1.54%) AWS Certification
9 4 (1.54%) Microsoft Certification
10 3 (1.16%) DBS Check
11 2 (0.77%) AWS Certified Developer
11 2 (0.77%) AWS Certified Solutions Architect
12 1 (0.39%) CFA
Quality Assurance & Compliance
1 69 (26.64%) Data Quality
2 43 (16.60%) QA
3 25 (9.65%) Accessibility
4 11 (4.25%) GDPR
5 2 (0.77%) 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 (6.18%) Docker
2 5 (1.93%) Apache Flume
3 1 (0.39%) HDFS
Systems Management
1 16 (6.18%) Kubernetes
2 14 (5.41%) Terraform
3 5 (1.93%) Oozie
4 2 (0.77%) Ansible
5 1 (0.39%) Progress Chef
5 1 (0.39%) Puppet
Vendors
1 41 (15.83%) Microsoft
2 36 (13.90%) Databricks
3 16 (6.18%) Informatica
4 12 (4.63%) Google
5 11 (4.25%) Salesforce
6 10 (3.86%) SAP
7 9 (3.47%) Oracle
8 8 (3.09%) Cloudera
9 5 (1.93%) Dell
10 4 (1.54%) Adobe
10 4 (1.54%) TikTok
11 3 (1.16%) JD Edwards
11 3 (1.16%) QAD
11 3 (1.16%) Sparx
12 2 (0.77%) IFS
12 2 (0.77%) Splunk
12 2 (0.77%) Talend
13 1 (0.39%) Palantir
13 1 (0.39%) Red Hat
13 1 (0.39%) ServiceNow