Data Transformation Jobs in the UK excluding London

Data Transformation
UK > UK excluding London

The following table provides summary statistics for permanent job vacancies advertised in the UK excluding London with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 6 months to 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 496 470 564
Rank change year-on-year -26 +94 -27
Permanent jobs citing Data Transformation 277 301 298
As % of all permanent jobs advertised in the UK excluding London 0.40% 0.49% 0.42%
As % of the Processes & Methodologies category 0.47% 0.51% 0.45%
Number of salaries quoted 170 200 189
10th Percentile £35,000 £44,900 £37,250
25th Percentile £42,500 £53,438 £42,500
Median annual salary (50th Percentile) £55,000 £65,000 £55,000
Median % change year-on-year -15.38% +18.18% +4.76%
75th Percentile £68,750 £76,250 £70,000
90th Percentile £87,000 £80,000 £82,750
UK median annual salary £65,000 £67,500 £65,000
% change year-on-year -3.70% +3.85% -3.70%

All Process and Methodology Skills
UK excluding London

Data Transformation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the UK excluding London with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 59,192 58,753 66,528
As % of all permanent jobs advertised in the UK excluding London 84.44% 95.62% 94.07%
Number of salaries quoted 41,002 30,145 41,524
10th Percentile £27,250 £30,500 £30,000
25th Percentile £36,250 £40,000 £38,750
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +9.38%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £77,500 £82,500 £80,000
UK median annual salary £55,000 £61,500 £60,000
% change year-on-year -10.57% +2.50% +9.09%

Data Transformation
Job Vacancy Trend in the UK excluding London

Job postings citing Data Transformation as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Data Transformation in the UK excluding London

Data Transformation
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing Data Transformation in the UK excluding London.

Salary trend for Data Transformation in the UK excluding London

Data Transformation
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Data Transformation in the UK excluding London over the 6 months to 28 April 2024.

Salary histogram for Data Transformation in the UK excluding London

Data Transformation
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the UK excluding London region over the 6 months to 28 April 2024. 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
North of England +19 74 £47,500 -9.52% 10
Scotland +7 74 £62,500 +13.64% 2
South West +2 44 £67,500 +12.50% 5
Midlands -33 43 £46,500 -31.11% 16
North West +27 37 £47,500 -14.03% 4
West Midlands +26 34 £48,250 -25.77% 8
North East +17 23 £64,000 -5.19% 4
East of England +19 20 £57,500 -28.13% 3
South East -37 20 £75,000 +15.38% 5
Yorkshire +44 14 £40,000 -20.00% 3
East Midlands -45 9 £44,100 -34.67% 8
Wales +4 1 £52,500 -13.53% 2
Northern Ireland - 1 £65,000 -
Data Transformation
UK

Data Transformation
Co-occurring Skills and Capabilities in the UK excluding London 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 20 (7.22%) Apache Airflow
2 16 (5.78%) Confluence
3 12 (4.33%) SharePoint
4 9 (3.25%) Apache Spark
5 5 (1.81%) SAS
6 4 (1.44%) Apache
7 3 (1.08%) MQSeries
7 3 (1.08%) Oracle HTTP Server
7 3 (1.08%) WebSphere
8 1 (0.36%) Jupyter
Applications
1 15 (5.42%) Microsoft Excel
2 1 (0.36%) Microsoft PowerPoint
Business Applications
1 8 (2.89%) Dynamics CRM
2 3 (1.08%) Maximo
3 1 (0.36%) Dynamics AX
3 1 (0.36%) SAP S/4HANA
Cloud Services
1 105 (37.91%) Azure
2 81 (29.24%) Power Platform
3 51 (18.41%) Snowflake
4 34 (12.27%) AWS
5 30 (10.83%) Azure Cosmos DB
5 30 (10.83%) Matillion
6 29 (10.47%) dbt
7 25 (9.03%) Azure Data Factory
8 23 (8.30%) Power Automate
9 22 (7.94%) PowerApps
10 19 (6.86%) Microsoft 365
10 19 (6.86%) SaaS
11 17 (6.14%) GCP
11 17 (6.14%) Serverless
12 16 (5.78%) Amazon S3
13 15 (5.42%) Amazon Kinesis
14 13 (4.69%) Azure DevOps
15 12 (4.33%) Azure Functions
15 12 (4.33%) Azure Logic Apps
16 10 (3.61%) Cloud Composer
Communications & Networking
1 65 (23.47%) Kerberos
2 3 (1.08%) HTTP
3 2 (0.72%) SSH
Database & Business Intelligence
1 85 (30.69%) Data Warehouse
2 76 (27.44%) Power BI
3 75 (27.08%) SQL Server
4 70 (25.27%) Metadata
5 56 (20.22%) Data Lake
6 31 (11.19%) Star Schema
7 30 (10.83%) Elasticsearch
8 22 (7.94%) SQL Server Integration Services
9 21 (7.58%) Tableau
10 18 (6.50%) Amazon Redshift
10 18 (6.50%) PostgreSQL
11 14 (5.05%) Data Mining
12 12 (4.33%) Azure SQL Database
12 12 (4.33%) SQL Server Analysis Services
13 10 (3.61%) SQL Server Reporting Services
14 9 (3.25%) Big Data
15 7 (2.53%) Azure SQL Data Warehouse
16 6 (2.17%) BigQuery
16 6 (2.17%) Power Query
16 6 (2.17%) Snowflake Schema
Development Applications
1 72 (25.99%) Git
2 67 (24.19%) Bitbucket
3 65 (23.47%) Artifactory
3 65 (23.47%) Jenkins
4 36 (13.00%) GitLab
5 14 (5.05%) JIRA
6 6 (2.17%) RStudio
6 6 (2.17%) SQL Server Management Studio (SSMS)
7 5 (1.81%) ERwin
8 1 (0.36%) Oracle Forms
General
1 106 (38.27%) Finance
2 73 (26.35%) Inclusion and Diversity
3 72 (25.99%) Law
3 72 (25.99%) Marketing
3 72 (25.99%) Social Skills
4 34 (12.27%) Analytical Skills
5 18 (6.50%) Games
6 16 (5.78%) Retail
7 12 (4.33%) Presentation Skills
8 4 (1.44%) Banking
9 3 (1.08%) Manufacturing
10 2 (0.72%) Automotive
10 2 (0.72%) Influencing Skills
10 2 (0.72%) Legal
10 2 (0.72%) Public Sector
11 1 (0.36%) Electronics
11 1 (0.36%) General Ledger
11 1 (0.36%) Investment Banking
11 1 (0.36%) Telecoms
Job Titles
1 92 (33.21%) Data Engineer
2 91 (32.85%) Lead
3 65 (23.47%) Lead Software Engineer
3 65 (23.47%) Software Engineer
4 57 (20.58%) Senior
5 42 (15.16%) Senior Software Engineer
6 34 (12.27%) Analyst
7 19 (6.86%) Developer
8 18 (6.50%) Lead Data Engineer
9 16 (5.78%) AWS Data Engineer
9 16 (5.78%) AWS Engineer
10 15 (5.42%) Business Intelligence Analyst
11 13 (4.69%) Data Analyst
12 12 (4.33%) Power Platform Developer
13 8 (2.89%) Azure Data Engineer
13 8 (2.89%) Azure Engineer
13 8 (2.89%) Data Manager
14 7 (2.53%) Power BI Analyst
14 7 (2.53%) Snowflake Data Engineer
14 7 (2.53%) SQL Analyst
Libraries, Frameworks & Software Standards
1 72 (25.99%) XML
2 71 (25.63%) JSON
3 66 (23.83%) RESTful
4 65 (23.47%) JSON-LD
4 65 (23.47%) LDAP
4 65 (23.47%) OpenID
4 65 (23.47%) SAML
4 65 (23.47%) Web Services
5 14 (5.05%) .NET
5 14 (5.05%) CSS
5 14 (5.05%) HTML
6 12 (4.33%) .NET Framework
6 12 (4.33%) ASP.NET
6 12 (4.33%) ASP.NET MVC
6 12 (4.33%) Entity Framework
6 12 (4.33%) HTML5 Canvas
7 6 (2.17%) PyTorch
7 6 (2.17%) TensorFlow
8 3 (1.08%) REST
8 3 (1.08%) SOAP
Miscellaneous
1 78 (28.16%) Enterprise Cloud
2 71 (25.63%) Management Information System
3 66 (23.83%) Reference Data
4 40 (14.44%) Data Structures
5 31 (11.19%) Self-Motivation
6 13 (4.69%) Client/Server
6 13 (4.69%) Online Games
7 12 (4.33%) Enterprise Software
7 12 (4.33%) Low-Code
8 7 (2.53%) Clustering
9 6 (2.17%) Data Centre
9 6 (2.17%) Public Cloud
10 5 (1.81%) Analytical Mindset
10 5 (1.81%) Cloud Native
10 5 (1.81%) Hybrid Cloud
10 5 (1.81%) Mainframe
10 5 (1.81%) Product Ownership
10 5 (1.81%) Robotics
11 4 (1.44%) IoT
12 3 (1.08%) Greenfield Project
Operating Systems
1 12 (4.33%) Linux
2 6 (2.17%) Unix
3 1 (0.36%) Windows
Processes & Methodologies
1 142 (51.26%) Data Modelling
2 135 (48.74%) Data Pipeline
3 127 (45.85%) Agile
4 99 (35.74%) CI/CD
5 84 (30.32%) Business Intelligence
6 80 (28.88%) Analytics
7 79 (28.52%) Problem-Solving
8 77 (27.80%) Continuous Delivery
8 77 (27.80%) ETL
9 76 (27.44%) Roadmaps
10 74 (26.71%) Data Engineering
11 72 (25.99%) Software Engineering
12 67 (24.19%) Architectural Design
12 67 (24.19%) Test Automation
13 65 (23.47%) Community of Practice
13 65 (23.47%) Identity Access Management
13 65 (23.47%) Information Architecture
13 65 (23.47%) Ontologies
13 65 (23.47%) Operational Stability
13 65 (23.47%) SDLC
Programming Languages
1 142 (51.26%) SQL
2 85 (30.69%) Python
3 65 (23.47%) Go
3 65 (23.47%) Prolog
3 65 (23.47%) SPARQL
4 17 (6.14%) C#
4 17 (6.14%) Scala
5 14 (5.05%) JavaScript
6 12 (4.33%) TypeScript
7 11 (3.97%) T-SQL
8 10 (3.61%) Java
8 10 (3.61%) R
9 5 (1.81%) Perl
9 5 (1.81%) Shell Script
10 2 (0.72%) PHP
10 2 (0.72%) VB
11 1 (0.36%) Data Analysis Expressions
11 1 (0.36%) Kusto Query Language
11 1 (0.36%) PowerShell
Qualifications
1 18 (6.50%) Degree
2 15 (5.42%) Microsoft Certification
3 13 (4.69%) Computer Science Degree
4 4 (1.44%) Azure Certification
4 4 (1.44%) ISTQB
4 4 (1.44%) Security Cleared
5 3 (1.08%) MCSE
6 2 (0.72%) DBS Check
6 2 (0.72%) Master's Degree
7 1 (0.36%) MBA
7 1 (0.36%) SC Cleared
Quality Assurance & Compliance
1 74 (26.71%) Data Quality
2 6 (2.17%) QA
3 3 (1.08%) ISO/IEC 27001
4 1 (0.36%) GDPR
System Software
1 66 (23.83%) Active Directory
2 2 (0.72%) Apache Flume
3 1 (0.36%) HDFS
Systems Management
1 7 (2.53%) Microsoft Intune
2 2 (0.72%) Kubernetes
Vendors
1 49 (17.69%) Microsoft
2 22 (7.94%) Databricks
3 14 (5.05%) Google
4 9 (3.25%) Teradata
5 8 (2.89%) IBM
6 7 (2.53%) Alteryx
6 7 (2.53%) Oracle
6 7 (2.53%) SAP
7 6 (2.17%) Dataiku
7 6 (2.17%) F5
8 4 (1.44%) Informatica
8 4 (1.44%) Salesforce
9 2 (0.72%) Sybase
10 1 (0.36%) Anaplan
10 1 (0.36%) Ariba
10 1 (0.36%) CA
10 1 (0.36%) Cloudera
10 1 (0.36%) Dell
10 1 (0.36%) Reuters
10 1 (0.36%) Talend