Data Transformation Jobs in the North West

Data Transformation
England > North West

The table below provides summary statistics for permanent job vacancies advertised in the North West requiring Data Transformation skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Transformation over the 6 months leading up to 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 281 255 285
Rank change year-on-year -26 +30 -2
Permanent jobs citing Data Transformation 8 36 9
As % of all permanent jobs advertised in the North West 0.10% 0.35% 0.12%
As % of the Processes & Methodologies category 0.11% 0.43% 0.13%
Number of salaries quoted 5 36 9
10th Percentile £43,600 - £43,500
25th Percentile £51,250 £35,000 £48,750
Median annual salary (50th Percentile) £70,000 £46,250 £58,000
Median % change year-on-year +51.35% -20.26% +16.00%
75th Percentile £78,750 £65,000 £78,750
90th Percentile - £111,250 £93,000
England median annual salary £70,000 £64,000 £72,500
% change year-on-year +9.38% -11.72% +3.57%

All Process and Methodology Skills
North West

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 North West.

Permanent vacancies with a requirement for process or methodology skills 7,516 8,426 7,175
As % of all permanent jobs advertised in the North West 95.78% 80.99% 95.42%
Number of salaries quoted 3,815 6,336 3,833
10th Percentile £25,480 £27,500 £31,250
25th Percentile £40,000 £37,500 £41,250
Median annual salary (50th Percentile) £50,055 £50,000 £55,000
Median % change year-on-year +0.11% -9.09% +4.76%
75th Percentile £61,000 £65,000 £70,000
90th Percentile £76,840 £80,000 £81,250
England median annual salary £57,500 £55,000 £62,500
% change year-on-year +4.55% -12.00% +4.17%

Data Transformation
Job Vacancy Trend in the North West

Job postings citing Data Transformation as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for Data Transformation in the North West

Data Transformation
Salary Trend in the North West

3-month moving average salary quoted in jobs citing Data Transformation in the North West.

Salary trend for Data Transformation in the North West

Data Transformation
Salary Histogram in the North West

Salary distribution for jobs citing Data Transformation in the North West over the 6 months to 31 May 2025.

Salary histogram for Data Transformation in the North West

Data Transformation
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the North West region over the 6 months to 31 May 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
Manchester +36 4 £61,250 +6.52% 10
Merseyside +30 3 - - 1
Cumbria - 1 £72,500 -
Data Transformation
England

Data Transformation
Co-occurring Skills and Capabilities in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (12.50%) Apache Spark
1 1 (12.50%) Confluence
Applications
1 4 (50.00%) Microsoft Excel
Cloud Services
1 6 (75.00%) Azure
2 2 (25.00%) AWS
2 2 (25.00%) Power Platform
3 1 (12.50%) Azure Data Factory
3 1 (12.50%) Dynamics 365
3 1 (12.50%) GitHub
Database & Business Intelligence
1 1 (12.50%) Azure SQL Database
1 1 (12.50%) Big Data
1 1 (12.50%) Data Lake
1 1 (12.50%) Data Warehouse
1 1 (12.50%) Geospatial Data
1 1 (12.50%) Hadoop
1 1 (12.50%) Power BI
Development Applications
1 1 (12.50%) Jenkins
1 1 (12.50%) JIRA
1 1 (12.50%) TeamCity
General
1 4 (50.00%) Finance
2 2 (25.00%) Social Skills
3 1 (12.50%) Analytical Skills
Job Titles
1 3 (37.50%) Data Migration Developer
1 3 (37.50%) Developer
2 2 (25.00%) Lead
3 1 (12.50%) Analyst
3 1 (12.50%) Architect
3 1 (12.50%) Data Analyst
3 1 (12.50%) Data Engineer
3 1 (12.50%) Data Manager
3 1 (12.50%) ERP Developer
3 1 (12.50%) Integration Architect
3 1 (12.50%) Lead Data Engineer
3 1 (12.50%) Platform Engineer
3 1 (12.50%) Project Manager
3 1 (12.50%) Senior
3 1 (12.50%) Senior Data Engineer
3 1 (12.50%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (12.50%) Kafka
1 1 (12.50%) PySpark
1 1 (12.50%) REST
Miscellaneous
1 3 (37.50%) Data Structures
2 1 (12.50%) Data Fabric
2 1 (12.50%) Product Ownership
Processes & Methodologies
1 4 (50.00%) Agile
1 4 (50.00%) DevOps
1 4 (50.00%) ETL
2 3 (37.50%) Data Management
2 3 (37.50%) Data Migration
2 3 (37.50%) ERP
2 3 (37.50%) Migration
3 2 (25.00%) Business Intelligence
3 2 (25.00%) Collaborative Culture
4 1 (12.50%) Architectural Design
4 1 (12.50%) CI/CD
4 1 (12.50%) Configuration Management
4 1 (12.50%) Decision-Making
4 1 (12.50%) Infrastructure as Code
4 1 (12.50%) Platform Engineering
4 1 (12.50%) Problem-Solving
4 1 (12.50%) Roadmaps
4 1 (12.50%) Strategic Roadmap
4 1 (12.50%) Technical Leadership
4 1 (12.50%) Technology Roadmap
Programming Languages
1 6 (75.00%) SQL
2 3 (37.50%) PL/SQL
2 3 (37.50%) T-SQL
3 2 (25.00%) Python
4 1 (12.50%) Bash
4 1 (12.50%) Bicep
4 1 (12.50%) Java
4 1 (12.50%) Ruby
4 1 (12.50%) Scala
Qualifications
1 1 (12.50%) AWS Certification
1 1 (12.50%) Azure Certification
Quality Assurance & Compliance
1 1 (12.50%) Data Quality
Systems Management
1 1 (12.50%) Ansible
1 1 (12.50%) Progress Chef
1 1 (12.50%) Puppet
1 1 (12.50%) Terraform
Vendors
1 2 (25.00%) Microsoft
2 1 (12.50%) Cloudera
2 1 (12.50%) Databricks