Data Transformation Job Trends in Yorkshire

Data Transformation
England > Yorkshire

The table below provides summary statistics and salary benchmarking for jobs advertised in Yorkshire requiring Data Transformation skills. It covers permanent job vacancies from the 6 months leading up to 27 November 2025, with comparisons to the same periods in the previous two years.

6 months to
27 Nov 2025
Same period 2024 Same period 2023
Rank 152 152 161
Rank change year-on-year 0 +9 +75
Permanent jobs citing Data Transformation 9 15 23
As % of all permanent jobs in Yorkshire 0.26% 0.37% 0.75%
As % of the Processes & Methodologies category 0.31% 0.44% 0.79%
Number of salaries quoted 9 6 9
10th Percentile £45,250 - -
25th Percentile £55,000 £44,738 £41,250
Median annual salary (50th Percentile) £65,000 £49,274 £55,000
Median % change year-on-year +31.92% -10.41% -
75th Percentile £80,000 £53,811 £61,250
90th Percentile £85,500 - £83,750
England median annual salary £70,000 £70,000 £70,000
% change year-on-year - - +3.70%

All Process and Methodology Skills
Yorkshire

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 Yorkshire.

Permanent vacancies with a requirement for process or methodology skills 2,914 3,417 2,912
As % of all permanent jobs advertised in Yorkshire 85.45% 83.22% 94.95%
Number of salaries quoted 1,574 1,439 2,159
10th Percentile £26,325 £30,450 £29,000
25th Percentile £30,500 £41,250 £39,250
Median annual salary (50th Percentile) £48,500 £52,500 £52,500
Median % change year-on-year -7.62% - -
75th Percentile £68,750 £69,500 £67,500
90th Percentile £82,500 £81,250 £84,056
England median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -2.44%

Data Transformation
Job Vacancy Trend in Yorkshire

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

Data Transformation job vacancy trend in Yorkshire

Data Transformation
Salary Trend in Yorkshire

Salary distribution trend for jobs in Yorkshire citing Data Transformation.

Salary distribution trend for jobs in Yorkshire citing Data Transformation

Data Transformation
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Transformation in Yorkshire over the 6 months to 27 November 2025.

Salary histogram for Data Transformation in Yorkshire

Data Transformation
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the Yorkshire region over the 6 months to 27 November 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
West Yorkshire -4 4 £72,500 +51.51% 4
South Yorkshire +7 2 £66,250 +34.45%
North Yorkshire - 2 £48,750 - 4
East Yorkshire - 1 £77,500 -
Data Transformation
England

Data Transformation
Co-Occurring Skills & Capabilities in Yorkshire 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 (11.11%) Apache Airflow
1 1 (11.11%) Apache Spark
Cloud Services
1 4 (44.44%) Power Platform
2 2 (22.22%) Snowflake
3 1 (11.11%) Azure
3 1 (11.11%) Azure Synapse Analytics
3 1 (11.11%) dbt
3 1 (11.11%) GCP
3 1 (11.11%) Google Ads
3 1 (11.11%) Microsoft 365
3 1 (11.11%) Power Automate
3 1 (11.11%) PowerApps
Database & Business Intelligence
1 4 (44.44%) Data Warehouse
1 4 (44.44%) Power BI
2 2 (22.22%) Looker
2 2 (22.22%) Metadata
2 2 (22.22%) Tableau
3 1 (11.11%) Amazon Redshift
3 1 (11.11%) BigQuery
3 1 (11.11%) Data Vault
3 1 (11.11%) Relational Database
3 1 (11.11%) Semantic Layer
3 1 (11.11%) SQL Server
3 1 (11.11%) SQL Server Integration Services
Development Applications
1 1 (11.11%) Git
General
1 7 (77.78%) Social Skills
2 4 (44.44%) Analytical Skills
3 2 (22.22%) Finance
4 1 (11.11%) Advertising
4 1 (11.11%) Documentation Skills
4 1 (11.11%) Law
4 1 (11.11%) Manufacturing
4 1 (11.11%) Marketing
4 1 (11.11%) Public Sector
Job Titles
1 2 (22.22%) Analyst
1 2 (22.22%) Data Engineer
2 1 (11.11%) Applications Architect
2 1 (11.11%) Architect
2 1 (11.11%) Business Intelligence Lead
2 1 (11.11%) Data Analyst
2 1 (11.11%) Data Architect
2 1 (11.11%) Data Manager
2 1 (11.11%) Digital Analyst
2 1 (11.11%) Digital Marketing Analyst
2 1 (11.11%) Lead
2 1 (11.11%) Marketing Analyst
2 1 (11.11%) Marketing Data Analyst
2 1 (11.11%) Payroll Manager
2 1 (11.11%) Senior
2 1 (11.11%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (11.11%) JSON
1 1 (11.11%) XML
Miscellaneous
1 2 (22.22%) Legacy Systems
2 1 (11.11%) Data Structures
2 1 (11.11%) Greenfield Project
2 1 (11.11%) Social Media
Processes & Methodologies
1 5 (55.56%) Business Intelligence
2 4 (44.44%) Data Governance
2 4 (44.44%) Data Modelling
2 4 (44.44%) ETL
2 4 (44.44%) Migration
3 3 (33.33%) Analytics
3 3 (33.33%) Decision-Making
3 3 (33.33%) ERP
3 3 (33.33%) Problem-Solving
4 2 (22.22%) Actionable Insight
4 2 (22.22%) Business Analysis
4 2 (22.22%) CI/CD
4 2 (22.22%) Continuous Improvement
4 2 (22.22%) Data Management
4 2 (22.22%) Data Migration
4 2 (22.22%) Data Pipeline
4 2 (22.22%) Data Strategy
4 2 (22.22%) Logistics
4 2 (22.22%) Mentoring
5 1 (11.11%) Data Cleansing
Programming Languages
1 5 (55.56%) SQL
2 4 (44.44%) Python
3 1 (11.11%) R
Quality Assurance & Compliance
1 3 (33.33%) Data Quality
2 1 (11.11%) Accessibility
2 1 (11.11%) GDPR
Vendors
1 3 (33.33%) Microsoft
2 1 (11.11%) Google
2 1 (11.11%) Oracle
2 1 (11.11%) Talend