Data Transformation Job Trends in Liverpool

Data Transformation
Merseyside > Liverpool

The table below provides summary statistics and salary benchmarking for jobs advertised in Liverpool requiring Data Transformation skills. It covers permanent job vacancies from the 6 months leading up to 16 April 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 60 - 66
Rank change year-on-year - - +14
Permanent jobs citing Data Transformation 2 0 5
As % of all permanent jobs in Liverpool 0.28% - 0.57%
As % of the Processes & Methodologies category 0.39% - 0.73%
Number of salaries quoted 2 0 5
10th Percentile £45,875 - -
25th Percentile £47,188 - -
Median annual salary (50th Percentile) £53,750 - £35,000
75th Percentile £64,688 - £47,500
90th Percentile £68,625 - -
Merseyside median annual salary £53,750 - £35,000

All Process & Methodology Skills
Liverpool

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 Liverpool.

Permanent vacancies with a requirement for process or methodology skills 514 241 688
As % of all permanent jobs advertised in Liverpool 71.29% 95.26% 78.27%
Number of salaries quoted 304 148 565
10th Percentile £28,250 £31,250 £28,250
25th Percentile £30,000 £32,625 £35,000
Median annual salary (50th Percentile) £43,750 £46,000 £46,250
Median % change year-on-year -4.89% -0.54% -0.54%
75th Percentile £55,000 £64,063 £60,000
90th Percentile £85,000 £80,375 £80,000
Merseyside median annual salary £40,000 £45,500 £45,000
% change year-on-year -12.09% +1.11% -

Data Transformation
Job Vacancy Trend in Liverpool

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

Data Transformation job vacancy trend in Liverpool

Data Transformation
Salary Trend in Liverpool

Salary distribution trend for jobs in Liverpool citing Data Transformation.

Salary distribution trend for jobs in Liverpool citing Data Transformation

Data Transformation
Salary Histogram in Liverpool

Salary distribution for jobs citing Data Transformation in Liverpool over the 6 months to 16 April 2026.

Salary histogram for Data Transformation in Liverpool

Data Transformation
Co-Occurring Skills & Capabilities in Liverpool 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 (50.00%) Apache Airflow
Cloud Services
1 1 (50.00%) AWS
1 1 (50.00%) Azure
1 1 (50.00%) Azure Data Factory
1 1 (50.00%) Collibra
1 1 (50.00%) dbt
1 1 (50.00%) GCP
1 1 (50.00%) Microsoft Purview
1 1 (50.00%) Power Platform
1 1 (50.00%) Snowflake
Database & Business Intelligence
1 1 (50.00%) BigQuery
1 1 (50.00%) Data Vault
1 1 (50.00%) Metadata
1 1 (50.00%) Power BI
1 1 (50.00%) Semantic Layer
General
1 1 (50.00%) Finance
1 1 (50.00%) Retail
1 1 (50.00%) Social Skills
1 1 (50.00%) Telecoms
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Architect
1 1 (50.00%) Consultant
1 1 (50.00%) Data Analyst
1 1 (50.00%) Data Architect
1 1 (50.00%) Data Consultant
1 1 (50.00%) Principal Architect
1 1 (50.00%) Principal Consultant
1 1 (50.00%) Principal Data Architect
Miscellaneous
1 1 (50.00%) Cloud Native
1 1 (50.00%) Data Structures
Processes & Methodologies
1 2 (100.00%) Business Intelligence
2 1 (50.00%) Actionable Insight
2 1 (50.00%) Agile
2 1 (50.00%) Analytics
2 1 (50.00%) CI/CD
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) Cost Optimisation
2 1 (50.00%) Data Architecture
2 1 (50.00%) Data Governance
2 1 (50.00%) Data Management
2 1 (50.00%) Data Modelling
2 1 (50.00%) DevOps
2 1 (50.00%) Dimensional Modelling
2 1 (50.00%) E-Commerce
2 1 (50.00%) Economics
2 1 (50.00%) Enterprise Data Management
2 1 (50.00%) Infrastructure as Code
2 1 (50.00%) Kimball Methodology
2 1 (50.00%) Metadata Management
2 1 (50.00%) Technology Strategy
Qualifications
1 1 (50.00%) Azure Certification
1 1 (50.00%) Degree
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
Systems Management
1 1 (50.00%) Terraform
Vendors
1 1 (50.00%) Databricks