Data Transformation Job Trends in the East of England

Data Transformation
England > East of England

The table below provides summary statistics and salary benchmarking for jobs advertised in the East of England requiring Data Transformation skills. It covers permanent job vacancies from the 6 months leading up to 4 January 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jan 2026
Same period 2025 Same period 2024
Rank 145 176 127
Rank change year-on-year +31 -49 +85
Permanent jobs citing Data Transformation 12 4 13
As % of all permanent jobs in the East of England 0.29% 0.11% 0.58%
As % of the Processes & Methodologies category 0.39% 0.13% 0.66%
Number of salaries quoted 9 3 13
10th Percentile £38,750 £81,850 £34,250
25th Percentile £47,750 £84,625 £46,250
Median annual salary (50th Percentile) £60,000 £89,500 £52,500
Median % change year-on-year -32.96% +70.48% -19.23%
75th Percentile £77,500 £89,750 £58,750
90th Percentile - - £61,000
England median annual salary £67,500 £72,500 £65,000
% change year-on-year -6.90% +11.54% -5.55%

All Process & Methodology Skills
East of 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 the East of England.

Permanent vacancies with a requirement for process or methodology skills 3,097 3,046 1,976
As % of all permanent jobs advertised in the East of England 75.15% 86.63% 88.14%
Number of salaries quoted 1,808 1,208 1,437
10th Percentile £27,588 £30,000 £27,000
25th Percentile £33,500 £42,500 £39,085
Median annual salary (50th Percentile) £47,500 £55,000 £55,000
Median % change year-on-year -13.64% - -
75th Percentile £65,000 £72,813 £68,750
90th Percentile £80,000 £82,500 £85,000
England median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Data Transformation
Job Vacancy Trend in the East of England

Historical trend showing the proportion of permanent IT job postings citing Data Transformation relative to all permanent IT jobs advertised in the East of England.

Data Transformation job vacancy trend in the East of England

Data Transformation
Salary Trend in the East of England

Salary distribution trend for jobs in the East of England citing Data Transformation.

Salary distribution trend for jobs in the East of England citing Data Transformation

Data Transformation
Salary Histogram in the East of England

Salary distribution for jobs citing Data Transformation in the East of England over the 6 months to 4 January 2026.

Salary histogram for Data Transformation in the East of England

Data Transformation
Job Locations in the East of 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 East of England region over the 6 months to 4 January 2026. 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
Hertfordshire - 5 £75,000 - 20
Bedfordshire +34 3 £70,000 -12.50% 8
Cambridgeshire +11 2 £51,250 -42.74% 9
Essex - 1 £50,500 - 12
Suffolk - 1 £42,500 - 4
Data Transformation
England

Data Transformation
Co-Occurring Skills & Capabilities in the East of England 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:

Application Platforms
1 1 (8.33%) Apache Airflow
Applications
1 1 (8.33%) Microsoft Excel
Business Applications
1 1 (8.33%) Dynamics CRM
Cloud Services
1 7 (58.33%) AWS
2 5 (41.67%) Power Platform
3 4 (33.33%) Azure
4 3 (25.00%) AWS KMS
4 3 (25.00%) Boomi
4 3 (25.00%) Matillion
5 2 (16.67%) GCP
5 2 (16.67%) SaaS
5 2 (16.67%) Snowflake
6 1 (8.33%) Amazon S3
6 1 (8.33%) Amazon SageMaker
6 1 (8.33%) AWS Step Functions
6 1 (8.33%) Azure Data Factory
6 1 (8.33%) Azure DevOps
6 1 (8.33%) Azure Logic Apps
6 1 (8.33%) Azure Machine Learning
6 1 (8.33%) Dynamics 365
6 1 (8.33%) GitHub
6 1 (8.33%) Power Automate
6 1 (8.33%) Workato
Database & Business Intelligence
1 6 (50.00%) Data Warehouse
2 5 (41.67%) Power BI
3 3 (25.00%) Metadata
3 3 (25.00%) Pentaho
3 3 (25.00%) Snowflake Schema
3 3 (25.00%) Star Schema
4 2 (16.67%) Amazon Redshift
4 2 (16.67%) Relational Database
5 1 (8.33%) BigQuery
5 1 (8.33%) Looker
5 1 (8.33%) QlikView
5 1 (8.33%) SQL Server
5 1 (8.33%) Tableau
Development Applications
1 1 (8.33%) Git
General
1 5 (41.67%) Public Sector
2 4 (33.33%) Law
3 3 (25.00%) Finance
3 3 (25.00%) Marketing
4 2 (16.67%) Electronics
4 2 (16.67%) Manufacturing
4 2 (16.67%) Social Skills
4 2 (16.67%) Telecoms
5 1 (8.33%) Documentation Skills
5 1 (8.33%) Games
5 1 (8.33%) Retail
Job Titles
1 4 (33.33%) Data Engineer
2 3 (25.00%) AWS Engineer
2 3 (25.00%) Developer
3 2 (16.67%) Analyst
3 2 (16.67%) Senior
3 2 (16.67%) Senior Developer
4 1 (8.33%) Azure Engineer
4 1 (8.33%) Business Intelligence Analyst
4 1 (8.33%) Data Analyst
4 1 (8.33%) DataOps Engineer
4 1 (8.33%) DataOps Leader
4 1 (8.33%) Integration Engineer
4 1 (8.33%) Lead
4 1 (8.33%) Lead Data Engineer
4 1 (8.33%) Operations Engineer
Libraries, Frameworks & Software Standards
1 4 (33.33%) Pandas
2 3 (25.00%) JSON
2 3 (25.00%) PySpark
2 3 (25.00%) XML
3 1 (8.33%) Hugging Face
3 1 (8.33%) NumPy
3 1 (8.33%) REST
3 1 (8.33%) scikit-learn
3 1 (8.33%) SOAP
Miscellaneous
1 3 (25.00%) Data Structures
1 3 (25.00%) Reference Data
1 3 (25.00%) Semantic Web
2 1 (8.33%) Low-Code
Processes & Methodologies
1 9 (75.00%) ETL
2 7 (58.33%) Business Intelligence
3 6 (50.00%) Migration
4 5 (41.67%) Validation
5 4 (33.33%) Data Engineering
5 4 (33.33%) Data Migration
6 3 (25.00%) Analytics
6 3 (25.00%) Data Analysis
6 3 (25.00%) Data Extraction
6 3 (25.00%) Data Management
6 3 (25.00%) Data Pipeline
6 3 (25.00%) Data Validation
6 3 (25.00%) Performance Tuning
6 3 (25.00%) RBAC
6 3 (25.00%) RDF
6 3 (25.00%) Reference Data Management
6 3 (25.00%) Visualisation
7 2 (16.67%) Data Cleansing
7 2 (16.67%) Programme Management
7 2 (16.67%) Use Case
Programming Languages
1 11 (91.67%) SQL
2 9 (75.00%) Python
3 1 (8.33%) Data Analysis Expressions
3 1 (8.33%) JavaScript
Qualifications
1 7 (58.33%) Security Cleared
2 6 (50.00%) SC Cleared
3 1 (8.33%) Azure Certification
3 1 (8.33%) Computer Science Degree
3 1 (8.33%) Degree
3 1 (8.33%) DV Cleared
Quality Assurance & Compliance
1 8 (66.67%) Data Quality
2 5 (41.67%) QA
3 3 (25.00%) GDPR
3 3 (25.00%) HIPAA
3 3 (25.00%) ISO/IEC 27001
3 3 (25.00%) NIST
3 3 (25.00%) Sarbanes-Oxley
4 1 (8.33%) SLA
Vendors
1 4 (33.33%) MuleSoft
1 4 (33.33%) SAP
1 4 (33.33%) Talend
2 3 (25.00%) Informatica
3 2 (16.67%) Microsoft
3 2 (16.67%) Salesforce
4 1 (8.33%) Alteryx
4 1 (8.33%) Google
4 1 (8.33%) HubSpot
4 1 (8.33%) Netezza
4 1 (8.33%) OpenAI
4 1 (8.33%) Pega
4 1 (8.33%) ServiceNow
4 1 (8.33%) Zoho