Data Modelling Jobs in the UK excluding London

Data Modelling
UK > UK excluding London

The table below provides summary statistics for permanent job vacancies advertised in the UK excluding London requiring Data Modelling skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Modelling over the 6 months leading up to 30 May 2025, comparing them to the same period in the previous two years.

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 181 141 157
Rank change year-on-year -40 +16 -8
Permanent jobs citing Data Modelling 685 1,504 1,322
As % of all permanent jobs advertised in the UK excluding London 1.74% 2.02% 2.28%
As % of the Processes & Methodologies category 1.88% 2.45% 2.38%
Number of salaries quoted 332 814 770
10th Percentile £42,500 £35,000 £38,750
25th Percentile £51,250 £45,000 £46,038
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% +4.55%
75th Percentile £72,500 £77,500 £73,750
90th Percentile £85,000 £90,000 £83,750
UK median annual salary £65,000 £65,400 £67,500
% change year-on-year -0.61% -3.11% +3.85%

All Process and Methodology Skills
UK excluding London

Data Modelling 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 UK excluding London.

Permanent vacancies with a requirement for process or methodology skills 36,483 61,419 55,450
As % of all permanent jobs advertised in the UK excluding London 92.65% 82.37% 95.58%
Number of salaries quoted 17,392 42,187 28,711
10th Percentile £26,250 £27,250 £30,500
25th Percentile £36,750 £36,250 £40,000
Median annual salary (50th Percentile) £51,574 £50,000 £55,000
Median % change year-on-year +3.15% -9.09% +4.76%
75th Percentile £65,000 £65,000 £70,000
90th Percentile £77,500 £77,500 £82,500
UK median annual salary £57,443 £55,000 £60,899
% change year-on-year +4.44% -9.69% +1.50%

Data Modelling
Job Vacancy Trend in the UK excluding London

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

Job vacancy trend for Data Modelling in the UK excluding London

Data Modelling
Salary Trend in the UK excluding London

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

Salary trend for Data Modelling in the UK excluding London

Data Modelling
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Data Modelling in the UK excluding London over the 6 months to 30 May 2025.

Salary histogram for Data Modelling in the UK excluding London

Data Modelling
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 Modelling within the UK excluding London region over the 6 months to 30 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
South East +48 231 £65,000 -1.52% 1,240
North of England -126 114 £57,500 -6.66% 842
Midlands -33 104 £62,500 +13.64% 758
Scotland +18 100 £52,000 -20.00% 191
South West +57 92 £60,000 +9.09% 479
North West -121 77 £52,500 -22.22% 373
West Midlands -41 70 £60,000 +4.35% 406
East of England +9 38 £70,000 +48.48% 584
East Midlands +13 34 £63,500 +31.61% 303
Yorkshire -7 34 £60,000 +26.32% 358
North East -2 7 £50,000 -21.88% 113
Northern Ireland +42 4 - - 46
Channel Islands - 2 £78,750 -
Isle of Man +12 1 - - 1
Wales 0 1 - - 105
Data Modelling
UK

Data Modelling
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 76 (11.09%) Oracle Application Server
2 42 (6.13%) Apache Spark
3 24 (3.50%) Apache Airflow
4 20 (2.92%) Apache
5 10 (1.46%) Confluence
6 8 (1.17%) SAS
7 3 (0.44%) Luigi
8 2 (0.29%) IBM Domino
8 2 (0.29%) SharePoint
9 1 (0.15%) Appian
9 1 (0.15%) ArcGIS
9 1 (0.15%) Jupyter
Applications
1 57 (8.32%) Microsoft Excel
2 6 (0.88%) Microsoft Office
3 4 (0.58%) Microsoft PowerPoint
4 2 (0.29%) MS Visio
5 1 (0.15%) Simulink
5 1 (0.15%) Trello
Business Applications
1 9 (1.31%) NetSuite
2 6 (0.88%) Infor M3
3 5 (0.73%) Dynamics CRM
4 3 (0.44%) Sparx Enterprise Architect
5 2 (0.29%) Dynamics AX
6 1 (0.15%) Dynamics NAV
6 1 (0.15%) Maximo
6 1 (0.15%) Oracle EBS
6 1 (0.15%) Oracle ERP
6 1 (0.15%) Payment Gateway
6 1 (0.15%) Salesforce CRM
6 1 (0.15%) SAP CAR
6 1 (0.15%) SAP Retail
6 1 (0.15%) SAP SD
Cloud Services
1 260 (37.96%) Azure
2 181 (26.42%) Power Platform
3 135 (19.71%) AWS
4 71 (10.36%) GCP
5 65 (9.49%) Snowflake
6 50 (7.30%) Azure Data Factory
7 27 (3.94%) Power Automate
8 26 (3.80%) Azure Logic Apps
8 26 (3.80%) Azure Synapse Analytics
9 24 (3.50%) Microsoft 365
9 24 (3.50%) Serverless
10 23 (3.36%) PowerApps
11 21 (3.07%) Salesforce Sales Cloud
12 18 (2.63%) Dynamics 365
13 17 (2.48%) Amazon S3
13 17 (2.48%) Azure DevOps
14 15 (2.19%) dbt
15 13 (1.90%) SaaS
16 11 (1.61%) AWS Lambda
17 9 (1.31%) Azure Functions
Communications & Networking
1 12 (1.75%) Broadband
2 4 (0.58%) HTTP
3 2 (0.29%) ADSL2
4 1 (0.15%) PuTTY
Database & Business Intelligence
1 243 (35.47%) Data Warehouse
2 168 (24.53%) Power BI
3 86 (12.55%) Data Lake
4 78 (11.39%) Enterprise Data Warehouse
5 76 (11.09%) Oracle Reports
6 66 (9.64%) SQL Server
6 66 (9.64%) Tableau
7 55 (8.03%) Metadata
8 53 (7.74%) Big Data
9 43 (6.28%) NoSQL
10 28 (4.09%) SQL Server Integration Services
11 25 (3.65%) SQL Server Reporting Services
12 22 (3.21%) Amazon Redshift
12 22 (3.21%) Hadoop
12 22 (3.21%) Power Query
12 22 (3.21%) Relational Database
13 19 (2.77%) BigQuery
14 17 (2.48%) Azure SQL Database
15 13 (1.90%) Looker
15 13 (1.90%) PostgreSQL
Development Applications
1 62 (9.05%) JIRA
2 18 (2.63%) Git
3 14 (2.04%) MagicDraw
4 13 (1.90%) ERwin
5 9 (1.31%) ER Studio
6 6 (0.88%) Bitbucket
7 5 (0.73%) Subversion
8 4 (0.58%) JUnit
9 3 (0.44%) Jenkins
10 2 (0.29%) PowerDesigner
10 2 (0.29%) Team Foundation Server
10 2 (0.29%) Visual Studio
11 1 (0.15%) Liquibase
11 1 (0.15%) Maven
11 1 (0.15%) MLflow
11 1 (0.15%) Oracle Forms
11 1 (0.15%) Robot Framework
11 1 (0.15%) Selenium
11 1 (0.15%) Snyk
11 1 (0.15%) SQL Server Management Studio (SSMS)
General
1 276 (40.29%) Social Skills
2 215 (31.39%) Finance
3 168 (24.53%) Analytical Skills
4 141 (20.58%) Law
5 81 (11.82%) Organisational Skills
6 75 (10.95%) Military
7 35 (5.11%) Banking
8 33 (4.82%) Marketing
9 29 (4.23%) Inclusion and Diversity
10 22 (3.21%) Retail
11 20 (2.92%) Manufacturing
12 16 (2.34%) Public Sector
13 9 (1.31%) Legal
14 7 (1.02%) Advertising
15 5 (0.73%) Influencing Skills
15 5 (0.73%) Telecoms
16 4 (0.58%) Documentation Skills
16 4 (0.58%) Electronics
16 4 (0.58%) Private Banking
17 3 (0.44%) Games
Job Titles
1 152 (22.19%) Lead
2 133 (19.42%) Senior
3 105 (15.33%) Data Engineer
4 103 (15.04%) Architect
5 81 (11.82%) Analyst
6 78 (11.39%) Developer
7 48 (7.01%) Data Architect
8 41 (5.99%) Enterprise Architect
9 39 (5.69%) Business Intelligence Analyst
10 37 (5.40%) Senior Data Engineer
11 35 (5.11%) Principal Engineer
12 32 (4.67%) Senior Analyst
13 26 (3.80%) Database Engineer
13 26 (3.80%) Senior Developer
14 25 (3.65%) Business Intelligence Developer
15 21 (3.07%) Salesforce Architect
16 18 (2.63%) Business Analyst
17 17 (2.48%) Data Analyst
17 17 (2.48%) Lead Data Engineer
18 14 (2.04%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 48 (7.01%) REST
2 32 (4.67%) Kafka
3 31 (4.53%) XML
4 29 (4.23%) SOAP
5 27 (3.94%) Lightning Web Components
6 21 (3.07%) Middleware
7 19 (2.77%) PySpark
8 17 (2.48%) .NET
9 16 (2.34%) HTML
10 14 (2.04%) .NET Core
10 14 (2.04%) ASP.NET
10 14 (2.04%) CSS
11 11 (1.61%) RESTful
12 9 (1.31%) Pandas
13 8 (1.17%) AngularJS
13 8 (1.17%) JSON
13 8 (1.17%) Spring Boot
14 7 (1.02%) Visualforce
15 6 (0.88%) PyArrow
15 6 (0.88%) Restlet
Miscellaneous
1 57 (8.32%) Enterprise Software
2 40 (5.84%) Product Ownership
3 28 (4.09%) Management Information System
4 26 (3.80%) Data Structures
5 23 (3.36%) Legacy Systems
6 17 (2.48%) Cloud Native
7 12 (1.75%) Social Media
8 10 (1.46%) Analytical Mindset
9 7 (1.02%) Self-Motivation
10 5 (0.73%) Algorithms
11 4 (0.58%) Distributed Systems
11 4 (0.58%) Life Science
11 4 (0.58%) N-Tier
11 4 (0.58%) Reference Data
12 3 (0.44%) Data Protection Act
12 3 (0.44%) Low-Code
12 3 (0.44%) Taxonomies
13 2 (0.29%) Legacy Applications
13 2 (0.29%) Legacy Code
13 2 (0.29%) Mobile Banking
Operating Systems
1 13 (1.90%) Windows
2 7 (1.02%) Linux
2 7 (1.02%) Unix
3 2 (0.29%) Android
3 2 (0.29%) Apple iOS
4 1 (0.15%) Ubuntu
Processes & Methodologies
1 336 (49.05%) Analytics
2 248 (36.20%) Data Management
3 244 (35.62%) Business Intelligence
4 197 (28.76%) Agile
5 189 (27.59%) Data Architecture
6 174 (25.40%) ETL
7 161 (23.50%) DevOps
8 149 (21.75%) Data Engineering
9 144 (21.02%) Data Governance
10 123 (17.96%) Data Pipeline
11 122 (17.81%) Data Integration
12 119 (17.37%) Stakeholder Management
13 110 (16.06%) Decision-Making
14 96 (14.01%) Problem-Solving
15 93 (13.58%) Business Analysis
16 89 (12.99%) Visualisation
17 87 (12.70%) Customer Experience
18 85 (12.41%) Computer Science
19 83 (12.12%) ITIL
20 82 (11.97%) Data Strategy
Programming Languages
1 282 (41.17%) SQL
2 159 (23.21%) Python
3 49 (7.15%) Data Analysis Expressions
4 33 (4.82%) Java
5 28 (4.09%) Apex Code
6 26 (3.80%) C#
7 23 (3.36%) JavaScript
7 23 (3.36%) R
8 19 (2.77%) T-SQL
9 11 (1.61%) Scala
10 9 (1.31%) Bash
11 8 (1.17%) PowerShell
11 8 (1.17%) TypeScript
12 7 (1.02%) C++
13 5 (0.73%) PL/SQL
14 4 (0.58%) Julia
14 4 (0.58%) VBA
15 2 (0.29%) PHP
15 2 (0.29%) Shell Script
15 2 (0.29%) SPARQL
Qualifications
1 135 (19.71%) Degree
2 93 (13.58%) DBS Check
3 46 (6.72%) Computer Science Degree
4 36 (5.26%) Master's Degree
5 19 (2.77%) Azure Certification
6 15 (2.19%) BPSS Clearance
7 12 (1.75%) AWS Certification
7 12 (1.75%) Microsoft Certification
7 12 (1.75%) Security Cleared
8 7 (1.02%) SC Cleared
9 3 (0.44%) CITP
9 3 (0.44%) Postgraduate
9 3 (0.44%) TOGAF Certification
10 2 (0.29%) DV Cleared
10 2 (0.29%) IIBA
10 2 (0.29%) MCAD
10 2 (0.29%) SnowPro
11 1 (0.15%) AWS Certified Solutions Architect
11 1 (0.15%) CBAP
11 1 (0.15%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 154 (22.48%) Data Quality
2 52 (7.59%) Accessibility
3 36 (5.26%) QA
4 30 (4.38%) GDPR
5 10 (1.46%) California Consumer Privacy Act
6 6 (0.88%) GxP
7 4 (0.58%) ISO/IEC 27001
8 3 (0.44%) NIST
9 2 (0.29%) Dublin Core
9 2 (0.29%) IEC 62304
9 2 (0.29%) ISO 13485
9 2 (0.29%) PMO
9 2 (0.29%) SOC 2
10 1 (0.15%) Actionable Recommendations
10 1 (0.15%) Cyber Essentials
10 1 (0.15%) ISO 9001
10 1 (0.15%) PCI DSS
System Software
1 12 (1.75%) Docker
2 8 (1.17%) HDFS
3 5 (0.73%) Active Directory
4 1 (0.15%) Apache Flume
Systems Management
1 18 (2.63%) Kubernetes
2 8 (1.17%) Terraform
3 3 (0.44%) Ansible
4 1 (0.15%) Kibana
4 1 (0.15%) logstash
4 1 (0.15%) Oozie
Vendors
1 154 (22.48%) Microsoft
2 107 (15.62%) Oracle
3 57 (8.32%) SAP
4 50 (7.30%) Databricks
5 44 (6.42%) Salesforce
6 41 (5.99%) Google
7 25 (3.65%) Informatica
8 21 (3.07%) Salesforce Marketing Cloud
9 7 (1.02%) Red Hat
10 6 (0.88%) Infor
10 6 (0.88%) OpenAI
11 4 (0.58%) Alteryx
11 4 (0.58%) Bloomberg
11 4 (0.58%) StreamSets
11 4 (0.58%) Talend
12 3 (0.44%) CA Agile Central
12 3 (0.44%) IBM
12 3 (0.44%) JD Edwards
12 3 (0.44%) QAD
12 3 (0.44%) Sparx