Data Transformation Job Trends in Cambridge

Data Transformation
Cambridgeshire > Cambridge

The table below provides summary statistics and salary benchmarking for jobs advertised in Cambridge requiring Data Transformation skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 47 54 -
Rank change year-on-year +7 - -
Permanent jobs citing Data Transformation 2 2 0
As % of all permanent jobs in Cambridge 0.40% 0.43% -
As % of the Processes & Methodologies category 0.50% 0.50% -
Number of salaries quoted 2 2 0
10th Percentile £40,875 - -
25th Percentile £44,063 £89,250 -
Median annual salary (50th Percentile) £51,250 £89,500 -
Median % change year-on-year -42.74% - -
75th Percentile £56,563 £89,750 -
90th Percentile £58,625 - -
Cambridgeshire median annual salary £51,250 £89,500 £32,500
% change year-on-year -42.74% +175.38% -59.38%

All Process & Methodology Skills
Cambridge

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 Cambridge.

Permanent vacancies with a requirement for process or methodology skills 404 404 434
As % of all permanent jobs advertised in Cambridge 80.32% 86.51% 89.67%
Number of salaries quoted 276 196 287
10th Percentile £29,500 £38,750 £28,551
25th Percentile £35,000 £47,500 £40,000
Median annual salary (50th Percentile) £55,000 £65,000 £55,000
Median % change year-on-year -15.38% +18.18% -8.33%
75th Percentile £70,313 £78,750 £79,375
90th Percentile £85,000 £85,000 £92,500
Cambridgeshire median annual salary £50,000 £55,000 £55,000
% change year-on-year -9.09% - -

Data Transformation
Job Vacancy Trend in Cambridge

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

Data Transformation job vacancy trend in Cambridge

Data Transformation
Salary Trend in Cambridge

Salary distribution trend for jobs in Cambridge citing Data Transformation.

Salary distribution trend for jobs in Cambridge citing Data Transformation

Data Transformation
Salary Histogram in Cambridge

Salary distribution for jobs citing Data Transformation in Cambridge over the 6 months to 12 January 2026.

Salary histogram for Data Transformation in Cambridge

Data Transformation
Co-Occurring Skills & Capabilities in Cambridge 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:

Applications
1 1 (50.00%) Microsoft Excel
Business Applications
1 1 (50.00%) Dynamics CRM
Cloud Services
1 2 (100.00%) Power Platform
2 1 (50.00%) Amazon SageMaker
2 1 (50.00%) AWS
2 1 (50.00%) Azure
2 1 (50.00%) Azure DevOps
2 1 (50.00%) Azure Machine Learning
2 1 (50.00%) dbt
2 1 (50.00%) Dynamics 365
2 1 (50.00%) Fivetran
2 1 (50.00%) GCP
2 1 (50.00%) GitHub
2 1 (50.00%) GitHub Actions
2 1 (50.00%) Google Data Studio
2 1 (50.00%) SaaS
2 1 (50.00%) Snowflake
Database & Business Intelligence
1 2 (100.00%) Power BI
2 1 (50.00%) Amazon Redshift
2 1 (50.00%) BigQuery
2 1 (50.00%) Data Warehouse
2 1 (50.00%) Looker
2 1 (50.00%) SQL Server
2 1 (50.00%) Tableau
Development Applications
1 1 (50.00%) Git
General
1 1 (50.00%) Finance
1 1 (50.00%) Marketing
1 1 (50.00%) Retail
1 1 (50.00%) Social Skills
Job Titles
1 2 (100.00%) Analyst
2 1 (50.00%) Business Intelligence Analyst
2 1 (50.00%) Data Analyst
Libraries, Frameworks & Software Standards
1 1 (50.00%) Hugging Face
1 1 (50.00%) NumPy
1 1 (50.00%) Pandas
1 1 (50.00%) scikit-learn
Processes & Methodologies
1 2 (100.00%) Business Intelligence
2 1 (50.00%) AI
2 1 (50.00%) Analytics
2 1 (50.00%) Customer Engagement
2 1 (50.00%) Customer Insight
2 1 (50.00%) Customer Intelligence
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Cleansing
2 1 (50.00%) Data Governance
2 1 (50.00%) Data Migration
2 1 (50.00%) Data Visualisation
2 1 (50.00%) DevOps
2 1 (50.00%) Machine Learning
2 1 (50.00%) Migration
2 1 (50.00%) Natural Language Processing
2 1 (50.00%) Segmentation Analysis
2 1 (50.00%) Use Case
2 1 (50.00%) User Acceptance Testing
2 1 (50.00%) Validation
2 1 (50.00%) Visualisation
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) Data Analysis Expressions
2 1 (50.00%) Python
Vendors
1 1 (50.00%) Alteryx
1 1 (50.00%) Google
1 1 (50.00%) HubSpot
1 1 (50.00%) Microsoft
1 1 (50.00%) OpenAI
1 1 (50.00%) Salesforce
1 1 (50.00%) SAP
1 1 (50.00%) Talend
1 1 (50.00%) Zoho