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

6 months to
23 May 2024
Same period 2023 Same period 2022
Rank 499 538 549
Rank change year-on-year +39 +11 +10
Permanent jobs citing Data Transformation 286 240 322
As % of all permanent jobs advertised in the UK excluding London 0.39% 0.41% 0.44%
As % of the Processes & Methodologies category 0.47% 0.43% 0.47%
Number of salaries quoted 168 171 205
10th Percentile £35,000 £46,750 £37,885
25th Percentile £41,164 £55,250 £42,500
Median annual salary (50th Percentile) £55,000 £67,500 £55,000
Median % change year-on-year -18.52% +22.73% +4.76%
75th Percentile £68,750 £76,250 £70,000
90th Percentile £86,250 £80,000 £84,500
UK median annual salary £63,773 £70,000 £67,500
% change year-on-year -8.90% +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 60,251 56,179 68,558
As % of all permanent jobs advertised in the UK excluding London 83.03% 95.60% 94.21%
Number of salaries quoted 41,534 28,920 41,183
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% +10.53%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £77,500 £82,500 £80,000
UK median annual salary £55,000 £61,000 £60,000
% change year-on-year -9.84% +1.67% +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 23 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 23 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 +14 76 £62,500 +25.00%
North of England +44 72 £47,500 -13.64% 6
Midlands -21 49 £44,100 -34.67% 7
South West +9 47 £59,000 -1.67% 14
North West +27 37 £47,500 -18.10% 4
West Midlands +21 34 £46,500 -29.01% 5
South East -27 24 £75,000 +14.50% 23
North East +16 23 £64,000 +29.14% 1
East of England +11 17 £57,500 -28.13% 1
East Midlands -31 15 £44,100 -34.67% 2
Yorkshire +38 12 £37,500 -28.57% 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 12 (4.20%) Apache Spark
4 9 (3.15%) 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 16 (5.59%) 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
1 102 (35.66%) Azure
2 85 (29.72%) Power Platform
3 51 (17.83%) Snowflake
4 34 (11.89%) AWS
5 30 (10.49%) Azure Cosmos DB
5 30 (10.49%) Matillion
6 29 (10.14%) dbt
7 22 (7.69%) Azure Data Factory
7 22 (7.69%) Power Automate
8 19 (6.64%) GCP
8 19 (6.64%) PowerApps
8 19 (6.64%) SaaS
9 16 (5.59%) Microsoft 365
10 15 (5.24%) Amazon Kinesis
11 14 (4.90%) Amazon S3
11 14 (4.90%) Serverless
12 10 (3.50%) Cloud Composer
13 9 (3.15%) Azure DevOps
13 9 (3.15%) Azure Functions
13 9 (3.15%) Azure Logic Apps
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 95 (33.22%) Data Warehouse
2 78 (27.27%) Power BI
3 72 (25.17%) SQL Server
4 69 (24.13%) Metadata
5 60 (20.98%) Data Lake
6 31 (10.84%) Star Schema
7 30 (10.49%) Elasticsearch
8 23 (8.04%) SQL Server Integration Services
9 21 (7.34%) Tableau
10 19 (6.64%) PostgreSQL
11 17 (5.94%) Amazon Redshift
12 14 (4.90%) Data Mining
13 13 (4.55%) Big Data
14 11 (3.85%) Azure SQL Data Warehouse
14 11 (3.85%) SQL Server Analysis Services
15 9 (3.15%) Azure SQL Database
15 9 (3.15%) SQL Server Reporting Services
16 6 (2.10%) BigQuery
16 6 (2.10%) Power Query
16 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
1 112 (39.16%) Finance
2 76 (26.57%) Inclusion and Diversity
3 75 (26.22%) Social Skills
4 73 (25.52%) Law
4 73 (25.52%) Marketing
5 40 (13.99%) Analytical Skills
6 18 (6.29%) Games
7 17 (5.94%) Retail
8 11 (3.85%) Presentation Skills
9 6 (2.10%) Banking
10 3 (1.05%) Manufacturing
11 2 (0.70%) Automotive
11 2 (0.70%) Influencing Skills
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%) Legal
12 1 (0.35%) Telecoms
Job Titles
1 98 (34.27%) Data Engineer
2 90 (31.47%) Lead
3 65 (22.73%) Lead Software Engineer
3 65 (22.73%) Software Engineer
4 56 (19.58%) Senior
5 42 (14.69%) Senior Software Engineer
6 33 (11.54%) Analyst
7 18 (6.29%) Lead Data Engineer
8 17 (5.94%) Developer
9 16 (5.59%) AWS Data Engineer
9 16 (5.59%) AWS Engineer
10 15 (5.24%) Business Intelligence Analyst
11 12 (4.20%) Data Analyst
12 10 (3.50%) Architect
12 10 (3.50%) Data Architect
13 9 (3.15%) Power Platform Developer
14 8 (2.80%) Data Manager
15 7 (2.45%) Product Manager
15 7 (2.45%) Programme Manager
15 7 (2.45%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 73 (25.52%) 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 11 (3.85%) .NET
5 11 (3.85%) CSS
5 11 (3.85%) HTML
6 9 (3.15%) .NET Framework
6 9 (3.15%) ASP.NET
6 9 (3.15%) ASP.NET MVC
6 9 (3.15%) Entity Framework
6 9 (3.15%) HTML5 Canvas
7 6 (2.10%) PyTorch
7 6 (2.10%) TensorFlow
8 3 (1.05%) Middleware
8 3 (1.05%) REST
Miscellaneous
1 74 (25.87%) Enterprise Cloud
2 71 (24.83%) Management Information System
3 68 (23.78%) Reference Data
4 46 (16.08%) Data Structures
5 32 (11.19%) Self-Motivation
6 13 (4.55%) Client/Server
6 13 (4.55%) Online Games
7 10 (3.50%) Product Ownership
8 9 (3.15%) Enterprise Software
8 9 (3.15%) Low-Code
9 8 (2.80%) Analytical Mindset
9 8 (2.80%) Public Cloud
9 8 (2.80%) Renewable Energy
10 7 (2.45%) Clustering
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 18 (6.29%) Linux
2 6 (2.10%) Unix
3 2 (0.70%) Windows
Processes & Methodologies
1 148 (51.75%) Data Modelling
2 141 (49.30%) Data Pipeline
3 128 (44.76%) Agile
4 99 (34.62%) CI/CD
5 83 (29.02%) Analytics
6 82 (28.67%) Business Intelligence
6 82 (28.67%) Problem-Solving
6 82 (28.67%) Roadmaps
7 80 (27.97%) ETL
8 76 (26.57%) Data Engineering
9 74 (25.87%) Continuous Delivery
9 74 (25.87%) Software Engineering
10 67 (23.43%) Architectural Design
10 67 (23.43%) Test Automation
10 67 (23.43%) Use Case
11 65 (22.73%) Community of Practice
11 65 (22.73%) Identity Access Management
11 65 (22.73%) Information Architecture
11 65 (22.73%) Operational Stability
11 65 (22.73%) SDLC
Programming Languages
1 147 (51.40%) SQL
2 88 (30.77%) Python
3 65 (22.73%) Go
3 65 (22.73%) Prolog
3 65 (22.73%) SPARQL
4 16 (5.59%) Scala
5 14 (4.90%) C#
6 11 (3.85%) JavaScript
6 11 (3.85%) T-SQL
7 10 (3.50%) Java
7 10 (3.50%) R
8 9 (3.15%) TypeScript
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 22 (7.69%) Degree
2 15 (5.24%) Computer Science Degree
3 12 (4.20%) Microsoft Certification
4 8 (2.80%) DBS Check
5 6 (2.10%) Azure Certification
6 4 (1.40%) ISTQB
6 4 (1.40%) Security Cleared
7 3 (1.05%) MCSE
8 2 (0.70%) Master's Degree
9 1 (0.35%) MBA
9 1 (0.35%) SC Cleared
Quality Assurance & Compliance
1 85 (29.72%) 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 1 (0.35%) Apache Flume
2 1 (0.35%) HDFS
Systems Management
1 7 (2.45%) Microsoft Intune
2 2 (0.70%) Kubernetes
Vendors
1 49 (17.13%) Microsoft
2 26 (9.09%) Databricks
3 16 (5.59%) Google
4 9 (3.15%) SAP
4 9 (3.15%) Teradata
5 8 (2.80%) IBM
5 8 (2.80%) Oracle
6 7 (2.45%) Alteryx
7 6 (2.10%) Dataiku
7 6 (2.10%) F5
8 4 (1.40%) Salesforce
9 2 (0.70%) Anaplan
9 2 (0.70%) Informatica
9 2 (0.70%) 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