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 24 May 2026, with comparisons to the same periods in the previous two years.

6 months to
24 May 2026
Same period 2025 Same period 2024
Rank 174 144 207
Rank change year-on-year -30 +63 +32
Permanent jobs citing Data Transformation 22 7 12
As % of all permanent jobs in Yorkshire 0.34% 0.27% 0.21%
As % of the Processes & Methodologies category 0.49% 0.28% 0.26%
Number of salaries quoted 19 6 6
10th Percentile £42,500 £39,125 -
25th Percentile £63,041 - £35,000
Median annual salary (50th Percentile) £80,000 £42,000 £37,500
Median % change year-on-year +90.48% +12.00% -28.57%
75th Percentile £95,000 - £42,813
90th Percentile £98,000 - £43,750
England median annual salary £75,000 £73,750 £63,773
% change year-on-year +1.69% +15.64% -12.04%

All Process & 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 4,490 2,458 4,698
As % of all permanent jobs advertised in Yorkshire 68.93% 94.07% 81.92%
Number of salaries quoted 2,993 1,199 3,741
10th Percentile £30,000 £25,750 £27,500
25th Percentile £39,050 £31,125 £36,250
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% -9.05%
75th Percentile £70,000 £70,000 £65,000
90th Percentile £87,500 £87,500 £80,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -12.00%

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 24 May 2026.

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 24 May 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
West Yorkshire -16 16 £82,500 - 5
South Yorkshire -33 3 £45,000 +20.00% 1
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 3 (13.64%) Confluence
2 1 (4.55%) Apache Airflow
2 1 (4.55%) Apache Spark
Applications
1 3 (13.64%) Microsoft Excel
Business Applications
1 3 (13.64%) SAP MDG
1 3 (13.64%) SAP MDG-BP
1 3 (13.64%) SAP MDG-F
1 3 (13.64%) SAP S/4HANA
Cloud Services
1 9 (40.91%) Azure
2 6 (27.27%) AWS
2 6 (27.27%) Power Platform
3 5 (22.73%) Azure Synapse Analytics
4 4 (18.18%) Azure Data Factory
4 4 (18.18%) GCP
5 1 (4.55%) dbt
5 1 (4.55%) Microsoft 365
5 1 (4.55%) Snowflake
Database & Business Intelligence
1 6 (27.27%) Power BI
2 4 (18.18%) Amazon Redshift
2 4 (18.18%) BigQuery
2 4 (18.18%) Data Warehouse
2 4 (18.18%) Semantic Layer
3 3 (13.64%) SQL Server Integration Services
4 1 (4.55%) Data Lake
4 1 (4.55%) Data Vault
4 1 (4.55%) Looker
4 1 (4.55%) Metadata
4 1 (4.55%) Tableau
Development Applications
1 3 (13.64%) JIRA
2 1 (4.55%) Git
General
1 8 (36.36%) Analytical Skills
1 8 (36.36%) Finance
2 7 (31.82%) Social Skills
3 3 (13.64%) Manufacturing
3 3 (13.64%) Presentation Skills
3 3 (13.64%) Retail
4 1 (4.55%) Inclusion and Diversity
4 1 (4.55%) Influencing Skills
4 1 (4.55%) Public Sector
Job Titles
1 9 (40.91%) Data Engineer
2 5 (22.73%) Senior
3 4 (18.18%) Lead
4 3 (13.64%) Consultant
4 3 (13.64%) Data Manager
4 3 (13.64%) Functional Consultant
4 3 (13.64%) Lead Data Engineer
4 3 (13.64%) SAP Consultant
4 3 (13.64%) SAP Functional Consultant
4 3 (13.64%) SAP MDG Consultant
5 2 (9.09%) Senior Data Engineer
6 1 (4.55%) Analyst
6 1 (4.55%) Business Analyst
6 1 (4.55%) Data Scientist
6 1 (4.55%) Senior Analyst
6 1 (4.55%) Senior Business Analyst
6 1 (4.55%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 5 (22.73%) PySpark
Miscellaneous
1 3 (13.64%) Analytical Mindset
1 3 (13.64%) Greenfield Project
1 3 (13.64%) Operational Technology
2 1 (4.55%) Legacy Systems
2 1 (4.55%) Low-Code
Processes & Methodologies
1 12 (54.55%) Data Modelling
2 11 (50.00%) Data Engineering
2 11 (50.00%) Data Pipeline
3 7 (31.82%) Analytics
3 7 (31.82%) Business Intelligence
3 7 (31.82%) Continuous Improvement
4 6 (27.27%) Decision-Making
5 5 (22.73%) Agile
5 5 (22.73%) Data Governance
5 5 (22.73%) ETL
5 5 (22.73%) Mentoring
5 5 (22.73%) Migration
5 5 (22.73%) Problem-Solving
6 4 (18.18%) CI/CD
6 4 (18.18%) Data Migration
6 4 (18.18%) DevOps
6 4 (18.18%) Performance Optimisation
6 4 (18.18%) Stakeholder Engagement
6 4 (18.18%) Stakeholder Management
7 3 (13.64%) Technical Leadership
Programming Languages
1 12 (54.55%) SQL
2 9 (40.91%) Python
3 3 (13.64%) Java
3 3 (13.64%) Scala
4 1 (4.55%) R
Qualifications
1 3 (13.64%) Security Cleared
2 2 (9.09%) Degree
3 1 (4.55%) CBAP
3 1 (4.55%) IIBA
Quality Assurance & Compliance
1 15 (68.18%) Data Quality
2 1 (4.55%) GDPR
2 1 (4.55%) PMO
Vendors
1 5 (22.73%) Microsoft
2 4 (18.18%) Databricks
3 3 (13.64%) SAP