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

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 488 487 561
Rank change year-on-year -1 +74 -17
Permanent jobs citing Data Transformation 286 283 303
As % of all permanent jobs advertised in the UK excluding London 0.40% 0.47% 0.43%
As % of the Processes & Methodologies category 0.48% 0.49% 0.45%
Number of salaries quoted 172 190 190
10th Percentile £35,000 £46,475 £36,250
25th Percentile £42,500 £55,000 £42,500
Median annual salary (50th Percentile) £55,000 £65,500 £55,000
Median % change year-on-year -16.03% +19.09% +1.85%
75th Percentile £68,750 £76,250 £70,000
90th Percentile £86,250 £80,000 £82,625
UK median annual salary £64,000 £70,000 £65,000
% change year-on-year -8.57% +7.69% -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 59,550 57,521 66,624
As % of all permanent jobs advertised in the UK excluding London 83.98% 95.64% 94.06%
Number of salaries quoted 41,216 29,548 40,995
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 £61,180 £60,000
% change year-on-year -10.10% +1.97% +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 9 May 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 9 May 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 +13.64%
North of England +39 73 £47,500 -9.52% 11
South West +2 49 £63,773 +6.29% 8
Midlands -32 46 £46,500 -31.11% 14
North West +27 37 £47,500 -14.03% 8
West Midlands +16 32 £48,250 -26.05% 9
North East +17 23 £64,000 -5.19% 2
South East -47 21 £75,000 +15.38% 6
East of England +25 19 £57,500 -28.13% 2
East Midlands -43 14 £44,100 -34.67% 5
Yorkshire +41 13 £40,000 -20.00% 1
Wales -6 1 £52,500 -13.53% 1
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 19 (6.64%) Apache Airflow
2 16 (5.59%) Confluence
3 13 (4.55%) Apache Spark
4 11 (3.85%) SharePoint
5 5 (1.75%) Apache
5 5 (1.75%) SAS
6 3 (1.05%) MQSeries
6 3 (1.05%) Oracle HTTP Server
6 3 (1.05%) WebSphere
Applications
1 15 (5.24%) Microsoft Excel
2 1 (0.35%) Microsoft PowerPoint
2 1 (0.35%) MS Visio
Business Applications
1 8 (2.80%) Dynamics CRM
2 3 (1.05%) Maximo
3 1 (0.35%) Dynamics AX
3 1 (0.35%) Payment Gateway
3 1 (0.35%) SAP S/4HANA
Cloud Services
1 103 (36.01%) Azure
2 84 (29.37%) Power Platform
3 51 (17.83%) Snowflake
4 36 (12.59%) AWS
5 30 (10.49%) Azure Cosmos DB
5 30 (10.49%) Matillion
6 29 (10.14%) dbt
7 24 (8.39%) Azure Data Factory
7 24 (8.39%) Power Automate
8 21 (7.34%) PowerApps
9 20 (6.99%) GCP
10 19 (6.64%) SaaS
11 18 (6.29%) Microsoft 365
12 16 (5.59%) Serverless
13 15 (5.24%) Amazon Kinesis
13 15 (5.24%) Amazon S3
14 11 (3.85%) Azure DevOps
14 11 (3.85%) Azure Functions
14 11 (3.85%) Azure Logic Apps
15 10 (3.50%) Cloud Composer
Communications & Networking
1 65 (22.73%) Kerberos
2 3 (1.05%) HTTP
2 3 (1.05%) Internet
3 2 (0.70%) SSH
Database & Business Intelligence
1 90 (31.47%) Data Warehouse
2 77 (26.92%) Power BI
3 74 (25.87%) SQL Server
4 69 (24.13%) Metadata
5 58 (20.28%) Data Lake
6 31 (10.84%) Star Schema
7 30 (10.49%) Elasticsearch
8 21 (7.34%) SQL Server Integration Services
8 21 (7.34%) Tableau
9 19 (6.64%) PostgreSQL
10 17 (5.94%) Amazon Redshift
11 14 (4.90%) Data Mining
12 13 (4.55%) Big Data
13 12 (4.20%) SQL Server Analysis Services
14 11 (3.85%) Azure SQL Database
15 10 (3.50%) SQL Server Reporting Services
16 8 (2.80%) Azure SQL Data Warehouse
17 6 (2.10%) BigQuery
17 6 (2.10%) Power Query
17 6 (2.10%) Snowflake Schema
Development Applications
1 72 (25.17%) Git
2 66 (23.08%) Bitbucket
3 65 (22.73%) Artifactory
3 65 (22.73%) Jenkins
4 35 (12.24%) GitLab
5 14 (4.90%) JIRA
6 6 (2.10%) RStudio
6 6 (2.10%) SQL Server Management Studio (SSMS)
7 5 (1.75%) ERwin
8 1 (0.35%) Oracle Forms
General
1 111 (38.81%) Finance
2 76 (26.57%) Inclusion and Diversity
3 74 (25.87%) Law
4 73 (25.52%) Marketing
4 73 (25.52%) Social Skills
5 38 (13.29%) Analytical Skills
6 18 (6.29%) Games
7 17 (5.94%) Retail
8 11 (3.85%) Presentation Skills
9 7 (2.45%) Banking
10 3 (1.05%) Manufacturing
11 2 (0.70%) Automotive
11 2 (0.70%) Influencing Skills
11 2 (0.70%) Legal
11 2 (0.70%) Public Sector
12 1 (0.35%) Electronics
12 1 (0.35%) General Ledger
12 1 (0.35%) Investment Banking
12 1 (0.35%) Telecoms
Job Titles
1 97 (33.92%) Data Engineer
2 90 (31.47%) Lead
3 65 (22.73%) Lead Software Engineer
3 65 (22.73%) Software Engineer
4 59 (20.63%) Senior
5 42 (14.69%) Senior Software Engineer
6 33 (11.54%) Analyst
7 18 (6.29%) Developer
7 18 (6.29%) Lead Data Engineer
8 16 (5.59%) AWS Data Engineer
8 16 (5.59%) AWS Engineer
9 15 (5.24%) Business Intelligence Analyst
10 12 (4.20%) Data Analyst
11 11 (3.85%) Power Platform Developer
12 9 (3.15%) Data Manager
13 7 (2.45%) Architect
13 7 (2.45%) Data Architect
13 7 (2.45%) Product Manager
13 7 (2.45%) Programme Manager
13 7 (2.45%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 72 (25.17%) XML
2 71 (24.83%) JSON
3 66 (23.08%) RESTful
4 65 (22.73%) JSON-LD
4 65 (22.73%) LDAP
4 65 (22.73%) OpenID
4 65 (22.73%) SAML
4 65 (22.73%) Web Services
5 13 (4.55%) .NET
5 13 (4.55%) CSS
5 13 (4.55%) HTML
6 11 (3.85%) .NET Framework
6 11 (3.85%) ASP.NET
6 11 (3.85%) ASP.NET MVC
6 11 (3.85%) Entity Framework
6 11 (3.85%) HTML5 Canvas
7 6 (2.10%) PyTorch
7 6 (2.10%) TensorFlow
8 3 (1.05%) REST
8 3 (1.05%) SOAP
Miscellaneous
1 77 (26.92%) Enterprise Cloud
2 71 (24.83%) Management Information System
3 68 (23.78%) Reference Data
4 45 (15.73%) Data Structures
5 31 (10.84%) Self-Motivation
6 13 (4.55%) Client/Server
6 13 (4.55%) Online Games
7 11 (3.85%) Enterprise Software
7 11 (3.85%) Low-Code
8 10 (3.50%) Product Ownership
9 8 (2.80%) Public Cloud
10 7 (2.45%) Analytical Mindset
10 7 (2.45%) Clustering
10 7 (2.45%) Renewable Energy
10 7 (2.45%) Robotics
11 6 (2.10%) Data Centre
12 5 (1.75%) Cloud Native
12 5 (1.75%) Hybrid Cloud
12 5 (1.75%) Mainframe
13 4 (1.40%) IoT
Operating Systems
1 17 (5.94%) Linux
2 6 (2.10%) Unix
3 1 (0.35%) Windows
Processes & Methodologies
1 145 (50.70%) Data Modelling
2 141 (49.30%) Data Pipeline
3 130 (45.45%) Agile
4 99 (34.62%) CI/CD
5 84 (29.37%) Business Intelligence
6 83 (29.02%) Problem-Solving
7 81 (28.32%) Analytics
7 81 (28.32%) Roadmaps
8 79 (27.62%) Data Engineering
9 77 (26.92%) ETL
10 76 (26.57%) Continuous Delivery
11 73 (25.52%) Software Engineering
12 67 (23.43%) Architectural Design
12 67 (23.43%) Test Automation
12 67 (23.43%) Use Case
13 65 (22.73%) Community of Practice
13 65 (22.73%) Identity Access Management
13 65 (22.73%) Information Architecture
13 65 (22.73%) Operational Stability
13 65 (22.73%) SDLC
Programming Languages
1 144 (50.35%) SQL
2 88 (30.77%) Python
3 65 (22.73%) Go
3 65 (22.73%) Prolog
3 65 (22.73%) SPARQL
4 17 (5.94%) Scala
5 16 (5.59%) C#
6 13 (4.55%) JavaScript
7 11 (3.85%) TypeScript
8 10 (3.50%) Java
8 10 (3.50%) R
8 10 (3.50%) T-SQL
9 5 (1.75%) Perl
9 5 (1.75%) Shell Script
10 2 (0.70%) PHP
10 2 (0.70%) VB
11 1 (0.35%) Data Analysis Expressions
11 1 (0.35%) Kusto Query Language
11 1 (0.35%) PowerShell
Qualifications
1 19 (6.64%) Degree
2 14 (4.90%) Computer Science Degree
2 14 (4.90%) Microsoft Certification
3 7 (2.45%) DBS Check
4 5 (1.75%) Azure Certification
5 4 (1.40%) ISTQB
5 4 (1.40%) Security Cleared
6 3 (1.05%) MCSE
7 2 (0.70%) Master's Degree
8 1 (0.35%) MBA
8 1 (0.35%) SC Cleared
Quality Assurance & Compliance
1 82 (28.67%) Data Quality
2 6 (2.10%) QA
3 3 (1.05%) ISO/IEC 27001
4 1 (0.35%) GDPR
4 1 (0.35%) ISO 20022
System Software
1 66 (23.08%) Active Directory
2 2 (0.70%) Apache Flume
3 1 (0.35%) HDFS
Systems Management
1 7 (2.45%) Microsoft Intune
2 2 (0.70%) Kubernetes
Vendors
1 50 (17.48%) Microsoft
2 25 (8.74%) Databricks
3 17 (5.94%) Google
4 9 (3.15%) Teradata
5 8 (2.80%) IBM
6 7 (2.45%) Alteryx
6 7 (2.45%) Oracle
6 7 (2.45%) SAP
7 6 (2.10%) Dataiku
7 6 (2.10%) F5
8 4 (1.40%) Salesforce
9 3 (1.05%) Informatica
10 2 (0.70%) Anaplan
10 2 (0.70%) Sybase
11 1 (0.35%) Ariba
11 1 (0.35%) CA
11 1 (0.35%) Dell
11 1 (0.35%) iManage
11 1 (0.35%) Intapp
11 1 (0.35%) Workday