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 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 175 136 155
Rank change year-on-year -39 +19 -6
Permanent jobs citing Data Modelling 673 1,498 1,330
As % of all permanent jobs advertised in the UK excluding London 1.73% 2.03% 2.28%
As % of the Processes & Methodologies category 1.87% 2.46% 2.38%
Number of salaries quoted 322 807 780
10th Percentile £42,500 £35,000 £38,909
25th Percentile £51,250 £43,750 £45,940
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 £65,000 £67,500
% change year-on-year - -3.70% +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 36,047 60,812 55,780
As % of all permanent jobs advertised in the UK excluding London 92.70% 82.57% 95.55%
Number of salaries quoted 17,118 41,900 28,987
10th Percentile £26,338 £27,300 £30,500
25th Percentile £37,000 £36,250 £40,000
Median annual salary (50th Percentile) £51,645 £50,000 £55,000
Median % change year-on-year +3.29% -9.09% +4.76%
75th Percentile £65,000 £65,000 £70,000
90th Percentile £77,500 £77,500 £82,500
UK median annual salary £57,500 £55,000 £61,000
% change year-on-year +4.55% -9.84% +1.67%

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 28 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 28 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 +44 230 £65,000 +1.17% 136
North of England -131 112 £57,500 -6.05% 177
Midlands -61 101 £62,500 +13.64% 116
Scotland +17 100 £52,000 -20.00% 55
South West +64 92 £60,000 +9.09% 85
North West -118 76 £52,500 -22.22% 90
West Midlands -37 68 £60,000 +4.80% 76
Yorkshire -7 34 £60,000 +26.32% 67
East Midlands +1 33 £63,500 +41.11% 35
East of England +1 33 £70,000 +48.48% 64
North East -3 6 £48,750 -23.83% 20
Northern Ireland +42 4 - - 11
Channel Islands - 2 £78,750 - 4
Wales +1 1 - - 8
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 (11.29%) Oracle Application Server
2 42 (6.24%) Apache Spark
3 23 (3.42%) Apache Airflow
4 20 (2.97%) Apache
5 8 (1.19%) Confluence
5 8 (1.19%) SAS
6 3 (0.45%) Luigi
7 2 (0.30%) IBM Domino
7 2 (0.30%) SharePoint
8 1 (0.15%) Appian
8 1 (0.15%) ArcGIS
8 1 (0.15%) Jupyter
Applications
1 57 (8.47%) Microsoft Excel
2 7 (1.04%) Microsoft Office
3 4 (0.59%) Microsoft PowerPoint
4 2 (0.30%) MS Visio
5 1 (0.15%) Simulink
Business Applications
1 9 (1.34%) NetSuite
2 6 (0.89%) Infor M3
3 3 (0.45%) Dynamics CRM
3 3 (0.45%) Sparx Enterprise Architect
4 2 (0.30%) Dynamics AX
5 1 (0.15%) Dynamics NAV
5 1 (0.15%) Maximo
5 1 (0.15%) Oracle EBS
5 1 (0.15%) Oracle ERP
5 1 (0.15%) Payment Gateway
5 1 (0.15%) SAP CAR
5 1 (0.15%) SAP Retail
5 1 (0.15%) SAP SD
Cloud Services
1 253 (37.59%) Azure
2 178 (26.45%) Power Platform
3 131 (19.47%) AWS
4 70 (10.40%) GCP
5 65 (9.66%) Snowflake
6 49 (7.28%) Azure Data Factory
7 25 (3.71%) Azure Synapse Analytics
7 25 (3.71%) Microsoft 365
7 25 (3.71%) Power Automate
8 24 (3.57%) Azure Logic Apps
9 22 (3.27%) PowerApps
9 22 (3.27%) Serverless
10 21 (3.12%) Salesforce Sales Cloud
11 17 (2.53%) Dynamics 365
12 16 (2.38%) Amazon S3
12 16 (2.38%) Azure DevOps
13 14 (2.08%) dbt
14 12 (1.78%) SaaS
15 10 (1.49%) AWS Lambda
16 9 (1.34%) Azure Functions
Communications & Networking
1 12 (1.78%) Broadband
2 4 (0.59%) HTTP
3 2 (0.30%) ADSL2
4 1 (0.15%) PuTTY
Database & Business Intelligence
1 240 (35.66%) Data Warehouse
2 165 (24.52%) Power BI
3 86 (12.78%) Data Lake
4 78 (11.59%) Enterprise Data Warehouse
5 76 (11.29%) Oracle Reports
6 66 (9.81%) Tableau
7 62 (9.21%) SQL Server
8 54 (8.02%) Metadata
9 53 (7.88%) Big Data
10 43 (6.39%) NoSQL
11 28 (4.16%) SQL Server Integration Services
12 25 (3.71%) SQL Server Reporting Services
13 22 (3.27%) Hadoop
14 20 (2.97%) Amazon Redshift
14 20 (2.97%) Power Query
14 20 (2.97%) Relational Database
15 19 (2.82%) BigQuery
16 17 (2.53%) Azure SQL Database
17 13 (1.93%) Looker
18 12 (1.78%) Metadata Repository
Development Applications
1 59 (8.77%) JIRA
2 18 (2.67%) Git
3 14 (2.08%) MagicDraw
4 13 (1.93%) ERwin
5 9 (1.34%) ER Studio
6 6 (0.89%) Bitbucket
7 5 (0.74%) Subversion
8 4 (0.59%) JUnit
9 3 (0.45%) Jenkins
10 2 (0.30%) PowerDesigner
10 2 (0.30%) Team Foundation Server
10 2 (0.30%) 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
1 271 (40.27%) Social Skills
2 211 (31.35%) Finance
3 168 (24.96%) Analytical Skills
4 140 (20.80%) Law
5 81 (12.04%) Organisational Skills
6 75 (11.14%) Military
7 35 (5.20%) Banking
8 33 (4.90%) Marketing
9 28 (4.16%) Inclusion and Diversity
10 23 (3.42%) Retail
11 20 (2.97%) Manufacturing
12 16 (2.38%) Public Sector
13 9 (1.34%) Legal
14 7 (1.04%) Advertising
15 5 (0.74%) Influencing Skills
16 4 (0.59%) Documentation Skills
16 4 (0.59%) Electronics
16 4 (0.59%) Private Banking
16 4 (0.59%) Telecoms
17 3 (0.45%) Local Government
Job Titles
1 152 (22.59%) Lead
2 126 (18.72%) Senior
3 104 (15.45%) Data Engineer
4 103 (15.30%) Architect
5 79 (11.74%) Analyst
6 70 (10.40%) Developer
7 49 (7.28%) Data Architect
8 41 (6.09%) Enterprise Architect
9 38 (5.65%) Business Intelligence Analyst
10 36 (5.35%) Senior Data Engineer
11 35 (5.20%) Principal Engineer
12 32 (4.75%) Senior Analyst
13 26 (3.86%) Database Engineer
14 22 (3.27%) Business Intelligence Developer
14 22 (3.27%) Senior Developer
15 21 (3.12%) Salesforce Architect
16 17 (2.53%) Business Analyst
16 17 (2.53%) Data Analyst
16 17 (2.53%) Lead Data Engineer
17 14 (2.08%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 47 (6.98%) REST
2 31 (4.61%) Kafka
2 31 (4.61%) XML
3 29 (4.31%) SOAP
4 26 (3.86%) Lightning Web Components
5 21 (3.12%) Middleware
6 18 (2.67%) PySpark
7 16 (2.38%) .NET
7 16 (2.38%) HTML
8 14 (2.08%) .NET Core
8 14 (2.08%) ASP.NET
8 14 (2.08%) CSS
9 11 (1.63%) RESTful
10 9 (1.34%) Pandas
11 8 (1.19%) AngularJS
11 8 (1.19%) JSON
12 7 (1.04%) Spring Boot
13 6 (0.89%) PyArrow
13 6 (0.89%) Restlet
13 6 (0.89%) Visualforce
Miscellaneous
1 57 (8.47%) Enterprise Software
2 40 (5.94%) Product Ownership
3 28 (4.16%) Management Information System
4 26 (3.86%) Data Structures
5 22 (3.27%) Legacy Systems
6 17 (2.53%) Cloud Native
7 12 (1.78%) Social Media
8 10 (1.49%) Analytical Mindset
9 7 (1.04%) Self-Motivation
10 5 (0.74%) Algorithms
11 4 (0.59%) Distributed Systems
11 4 (0.59%) Life Science
11 4 (0.59%) N-Tier
11 4 (0.59%) Reference Data
12 3 (0.45%) Low-Code
12 3 (0.45%) Taxonomies
13 2 (0.30%) Data Protection Act
13 2 (0.30%) Legacy Applications
13 2 (0.30%) Legacy Code
13 2 (0.30%) Mobile Banking
Operating Systems
1 13 (1.93%) Windows
2 7 (1.04%) Linux
2 7 (1.04%) Unix
3 2 (0.30%) Android
3 2 (0.30%) Apple iOS
4 1 (0.15%) Ubuntu
Processes & Methodologies
1 335 (49.78%) Analytics
2 249 (37.00%) Data Management
3 241 (35.81%) Business Intelligence
4 193 (28.68%) Agile
5 189 (28.08%) Data Architecture
6 166 (24.67%) ETL
7 157 (23.33%) DevOps
8 146 (21.69%) Data Engineering
9 141 (20.95%) Data Governance
10 121 (17.98%) Data Integration
11 120 (17.83%) Data Pipeline
11 120 (17.83%) Stakeholder Management
12 109 (16.20%) Decision-Making
13 96 (14.26%) Problem-Solving
14 93 (13.82%) Business Analysis
15 89 (13.22%) Visualisation
16 85 (12.63%) Customer Experience
17 83 (12.33%) Computer Science
17 83 (12.33%) ITIL
18 82 (12.18%) Data Strategy
Programming Languages
1 271 (40.27%) SQL
2 155 (23.03%) Python
3 47 (6.98%) Data Analysis Expressions
4 32 (4.75%) Java
5 27 (4.01%) Apex Code
6 24 (3.57%) C#
7 23 (3.42%) R
8 22 (3.27%) JavaScript
9 18 (2.67%) T-SQL
10 11 (1.63%) Scala
11 9 (1.34%) Bash
12 8 (1.19%) PowerShell
12 8 (1.19%) TypeScript
13 7 (1.04%) C++
14 5 (0.74%) PL/SQL
15 4 (0.59%) Julia
15 4 (0.59%) VBA
16 2 (0.30%) Shell Script
16 2 (0.30%) SPARQL
17 1 (0.15%) PROC SQL
Qualifications
1 133 (19.76%) Degree
2 93 (13.82%) DBS Check
3 44 (6.54%) Computer Science Degree
4 36 (5.35%) Master's Degree
5 19 (2.82%) Azure Certification
6 15 (2.23%) BPSS Clearance
7 13 (1.93%) Security Cleared
8 12 (1.78%) AWS Certification
8 12 (1.78%) Microsoft Certification
9 7 (1.04%) SC Cleared
10 5 (0.74%) TOGAF Certification
11 3 (0.45%) CITP
11 3 (0.45%) Postgraduate
12 2 (0.30%) DV Cleared
12 2 (0.30%) IIBA
12 2 (0.30%) MCAD
12 2 (0.30%) SnowPro
13 1 (0.15%) AWS Certified Solutions Architect
13 1 (0.15%) CBAP
13 1 (0.15%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 151 (22.44%) Data Quality
2 51 (7.58%) Accessibility
3 36 (5.35%) QA
4 29 (4.31%) GDPR
5 10 (1.49%) California Consumer Privacy Act
6 6 (0.89%) GxP
7 4 (0.59%) ISO/IEC 27001
8 3 (0.45%) NIST
9 2 (0.30%) Dublin Core
9 2 (0.30%) IEC 62304
9 2 (0.30%) ISO 13485
9 2 (0.30%) PMO
9 2 (0.30%) 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 11 (1.63%) Docker
2 8 (1.19%) HDFS
3 5 (0.74%) Active Directory
4 1 (0.15%) Apache Flume
Systems Management
1 17 (2.53%) Kubernetes
2 8 (1.19%) Terraform
3 3 (0.45%) Ansible
4 1 (0.15%) Kibana
4 1 (0.15%) logstash
4 1 (0.15%) Oozie
Vendors
1 149 (22.14%) Microsoft
2 106 (15.75%) Oracle
3 55 (8.17%) SAP
4 49 (7.28%) Databricks
5 43 (6.39%) Salesforce
6 41 (6.09%) Google
7 25 (3.71%) Informatica
8 21 (3.12%) Salesforce Marketing Cloud
9 7 (1.04%) Red Hat
10 6 (0.89%) Infor
10 6 (0.89%) OpenAI
11 4 (0.59%) Alteryx
11 4 (0.59%) Bloomberg
11 4 (0.59%) Talend
12 3 (0.45%) CA Agile Central
12 3 (0.45%) IBM
12 3 (0.45%) JD Edwards
12 3 (0.45%) QAD
12 3 (0.45%) Sparx
12 3 (0.45%) StreamSets