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 2 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 499 502 561
Rank change year-on-year +3 +59 -2
Permanent jobs citing Data Transformation 289 236 329
As % of all permanent jobs advertised in the UK excluding London 0.38% 0.42% 0.44%
As % of the Processes & Methodologies category 0.46% 0.44% 0.47%
Number of salaries quoted 169 170 212
10th Percentile £35,000 £48,307 £38,000
25th Percentile £41,250 £55,313 £42,500
Median annual salary (50th Percentile) £55,000 £67,500 £56,953
Median % change year-on-year -18.52% +18.52% +11.13%
75th Percentile £68,750 £76,250 £72,500
90th Percentile £86,250 £81,375 £85,000
UK median annual salary £64,000 £70,000 £67,500
% change year-on-year -8.57% +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 62,321 53,973 69,823
As % of all permanent jobs advertised in the UK excluding London 81.77% 95.48% 94.28%
Number of salaries quoted 42,680 28,676 41,266
10th Percentile £27,300 £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 £60,899 £60,000
% change year-on-year -9.69% +1.50% +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 2 June 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 2 June 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
Scotland +5 76 £62,500 +25.00% 2
North of England +37 74 £47,500 -18.10% 9
Midlands -20 49 £44,100 -34.67% 10
South West -3 47 £59,000 -1.67% 13
North West +15 38 £47,500 -38.71% 6
West Midlands 0 34 £46,500 -30.08% 7
South East -42 26 £75,000 +14.50% 6
North East +12 24 £64,000 +29.14% 2
East of England -4 16 £57,500 -28.13% 2
East Midlands -34 15 £44,100 -34.67% 3
Yorkshire +15 12 £37,500 -31.82% 1
Northern Ireland - 1 £65,000 - 1
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 19 (6.57%) Apache Airflow
2 18 (6.23%) Confluence
3 13 (4.50%) Apache Spark
4 8 (2.77%) SharePoint
5 5 (1.73%) Apache
5 5 (1.73%) SAS
6 3 (1.04%) MQSeries
6 3 (1.04%) Oracle HTTP Server
6 3 (1.04%) WebSphere
Applications
1 16 (5.54%) Microsoft Excel
2 1 (0.35%) Microsoft PowerPoint
2 1 (0.35%) MS Visio
Business Applications
1 8 (2.77%) Dynamics CRM
2 3 (1.04%) Maximo
3 1 (0.35%) Dynamics AX
3 1 (0.35%) Payment Gateway
3 1 (0.35%) SAP S/4HANA
Cloud Services
1 103 (35.64%) Azure
2 88 (30.45%) Power Platform
3 51 (17.65%) Snowflake
4 32 (11.07%) AWS
5 30 (10.38%) Azure Cosmos DB
5 30 (10.38%) Matillion
6 29 (10.03%) dbt
7 23 (7.96%) Azure Data Factory
8 21 (7.27%) Power Automate
9 19 (6.57%) SaaS
10 18 (6.23%) PowerApps
11 17 (5.88%) GCP
12 15 (5.19%) Amazon Kinesis
12 15 (5.19%) Microsoft 365
13 14 (4.84%) Amazon S3
14 13 (4.50%) Serverless
15 10 (3.46%) Azure DevOps
15 10 (3.46%) Cloud Composer
16 8 (2.77%) Azure Functions
16 8 (2.77%) Dynamics 365
Communications & Networking
1 65 (22.49%) Kerberos
2 3 (1.04%) HTTP
2 3 (1.04%) Internet
3 2 (0.69%) SSH
Database & Business Intelligence
1 99 (34.26%) Data Warehouse
2 81 (28.03%) Power BI
3 71 (24.57%) Metadata
3 71 (24.57%) SQL Server
4 63 (21.80%) Data Lake
5 31 (10.73%) Star Schema
6 30 (10.38%) Elasticsearch
7 23 (7.96%) SQL Server Integration Services
8 21 (7.27%) Tableau
9 19 (6.57%) PostgreSQL
10 17 (5.88%) Amazon Redshift
11 16 (5.54%) Data Mining
12 14 (4.84%) Big Data
13 13 (4.50%) Azure SQL Data Warehouse
14 11 (3.81%) Azure SQL Database
14 11 (3.81%) SQL Server Analysis Services
15 9 (3.11%) SQL Server Reporting Services
16 6 (2.08%) BigQuery
16 6 (2.08%) Power Query
16 6 (2.08%) Snowflake Schema
Development Applications
1 73 (25.26%) Git
2 66 (22.84%) Bitbucket
3 65 (22.49%) Artifactory
3 65 (22.49%) Jenkins
4 35 (12.11%) GitLab
5 16 (5.54%) JIRA
6 6 (2.08%) RStudio
6 6 (2.08%) SQL Server Management Studio (SSMS)
7 5 (1.73%) ERwin
8 1 (0.35%) Oracle Forms
General
1 114 (39.45%) Finance
2 77 (26.64%) Social Skills
3 76 (26.30%) Inclusion and Diversity
4 73 (25.26%) Law
5 72 (24.91%) Marketing
6 39 (13.49%) Analytical Skills
7 18 (6.23%) Games
8 17 (5.88%) Retail
9 11 (3.81%) Presentation Skills
10 5 (1.73%) Banking
11 2 (0.69%) Automotive
11 2 (0.69%) Influencing Skills
11 2 (0.69%) Manufacturing
12 1 (0.35%) General Ledger
12 1 (0.35%) Investment Banking
12 1 (0.35%) Legal
12 1 (0.35%) Public Sector
Job Titles
1 100 (34.60%) Data Engineer
2 90 (31.14%) Lead
3 65 (22.49%) Lead Software Engineer
3 65 (22.49%) Software Engineer
4 58 (20.07%) Senior
5 42 (14.53%) Senior Software Engineer
6 33 (11.42%) Analyst
7 18 (6.23%) Lead Data Engineer
8 16 (5.54%) AWS Data Engineer
8 16 (5.54%) AWS Engineer
8 16 (5.54%) Developer
9 15 (5.19%) Business Intelligence Analyst
10 12 (4.15%) Architect
10 12 (4.15%) Data Analyst
10 12 (4.15%) Data Architect
11 8 (2.77%) Power Platform Developer
12 7 (2.42%) Power BI Analyst
12 7 (2.42%) Senior Data Engineer
12 7 (2.42%) Snowflake Data Engineer
12 7 (2.42%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 73 (25.26%) XML
2 71 (24.57%) JSON
3 65 (22.49%) JSON-LD
3 65 (22.49%) LDAP
3 65 (22.49%) OpenID
3 65 (22.49%) RESTful
3 65 (22.49%) SAML
3 65 (22.49%) Web Services
4 10 (3.46%) .NET
4 10 (3.46%) CSS
4 10 (3.46%) HTML
5 8 (2.77%) .NET Framework
5 8 (2.77%) ASP.NET
5 8 (2.77%) ASP.NET MVC
5 8 (2.77%) Entity Framework
5 8 (2.77%) HTML5 Canvas
6 6 (2.08%) PyTorch
6 6 (2.08%) TensorFlow
7 4 (1.38%) PySpark
8 3 (1.04%) Middleware
Miscellaneous
1 73 (25.26%) Enterprise Cloud
2 71 (24.57%) Management Information System
3 68 (23.53%) Reference Data
4 48 (16.61%) Data Structures
5 32 (11.07%) Self-Motivation
6 13 (4.50%) Client/Server
6 13 (4.50%) Online Games
7 10 (3.46%) Product Ownership
8 8 (2.77%) Analytical Mindset
8 8 (2.77%) Enterprise Software
8 8 (2.77%) Low-Code
8 8 (2.77%) Public Cloud
8 8 (2.77%) Renewable Energy
9 7 (2.42%) Clustering
9 7 (2.42%) Robotics
10 6 (2.08%) Data Centre
11 5 (1.73%) Cloud Native
11 5 (1.73%) Hybrid Cloud
11 5 (1.73%) Mainframe
12 4 (1.38%) IoT
Operating Systems
1 18 (6.23%) Linux
2 6 (2.08%) Unix
3 2 (0.69%) Windows
Processes & Methodologies
1 148 (51.21%) Data Modelling
2 144 (49.83%) Data Pipeline
3 129 (44.64%) Agile
4 101 (34.95%) CI/CD
5 85 (29.41%) Analytics
5 85 (29.41%) Roadmaps
6 83 (28.72%) ETL
7 81 (28.03%) Problem-Solving
8 80 (27.68%) Business Intelligence
9 76 (26.30%) Data Engineering
10 75 (25.95%) Software Engineering
11 73 (25.26%) Continuous Delivery
12 67 (23.18%) Architectural Design
12 67 (23.18%) Test Automation
12 67 (23.18%) Use Case
13 65 (22.49%) Community of Practice
13 65 (22.49%) Information Architecture
13 65 (22.49%) Ontologies
13 65 (22.49%) Operational Stability
13 65 (22.49%) RDF
Programming Languages
1 150 (51.90%) SQL
2 90 (31.14%) Python
3 65 (22.49%) Go
3 65 (22.49%) Prolog
3 65 (22.49%) SPARQL
4 15 (5.19%) Scala
5 13 (4.50%) C#
6 11 (3.81%) T-SQL
7 10 (3.46%) Java
7 10 (3.46%) JavaScript
7 10 (3.46%) R
8 8 (2.77%) TypeScript
9 5 (1.73%) Perl
9 5 (1.73%) Shell Script
10 2 (0.69%) PHP
10 2 (0.69%) VB
11 1 (0.35%) Data Analysis Expressions
Qualifications
1 23 (7.96%) Degree
2 16 (5.54%) Computer Science Degree
3 11 (3.81%) Microsoft Certification
4 8 (2.77%) DBS Check
5 6 (2.08%) Azure Certification
6 4 (1.38%) ISTQB
6 4 (1.38%) Security Cleared
7 3 (1.04%) MCSE
8 2 (0.69%) Master's Degree
9 1 (0.35%) MBA
9 1 (0.35%) SC Cleared
Quality Assurance & Compliance
1 88 (30.45%) Data Quality
2 6 (2.08%) QA
3 3 (1.04%) ISO/IEC 27001
4 1 (0.35%) GDPR
4 1 (0.35%) ISO 20022
System Software
1 66 (22.84%) Active Directory
2 1 (0.35%) HDFS
Systems Management
1 7 (2.42%) Microsoft Intune
2 2 (0.69%) Kubernetes
Vendors
1 47 (16.26%) Microsoft
2 29 (10.03%) Databricks
3 15 (5.19%) Google
4 9 (3.11%) Teradata
5 8 (2.77%) IBM
5 8 (2.77%) Oracle
5 8 (2.77%) SAP
6 7 (2.42%) Alteryx
7 6 (2.08%) Dataiku
7 6 (2.08%) F5
8 4 (1.38%) Informatica
8 4 (1.38%) Salesforce
9 2 (0.69%) Anaplan
9 2 (0.69%) Sybase
10 1 (0.35%) Ariba
10 1 (0.35%) CA
10 1 (0.35%) Dell
10 1 (0.35%) iManage
10 1 (0.35%) Intapp
10 1 (0.35%) Workday