Dimensional Modelling Job Trends in the UK excluding London

Dimensional Modelling
UK > UK excluding London

The table below provides summary statistics and salary benchmarking for jobs advertised in the UK excluding London requiring Dimensional Modelling skills. It covers permanent job vacancies from the 6 months leading up to 14 January 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Jan 2026
Same period 2025 Same period 2024
Rank 485 552 537
Rank change year-on-year +67 -15 +115
Permanent jobs citing Dimensional Modelling 24 14 36
As % of all permanent jobs in the UK excluding London 0.057% 0.039% 0.10%
As % of the Processes & Methodologies category 0.072% 0.044% 0.12%
Number of salaries quoted 19 6 32
10th Percentile £45,000 £38,750 £43,673
25th Percentile £53,750 £41,250 £47,500
Median annual salary (50th Percentile) £60,000 £42,500 £59,556
Median % change year-on-year +41.18% -28.64% -0.74%
75th Percentile £70,000 £43,750 £68,733
90th Percentile £84,000 £46,875 £74,875
UK median annual salary £72,500 £42,500 £67,500
% change year-on-year +70.59% -37.04% -

All Process & Methodology Skills
UK excluding London

Dimensional 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 33,283 31,985 30,588
As % of all permanent jobs advertised in the UK excluding London 78.49% 89.04% 88.64%
Number of salaries quoted 19,187 14,363 22,780
10th Percentile £27,750 £31,250 £28,000
25th Percentile £33,500 £41,250 £38,000
Median annual salary (50th Percentile) £50,000 £55,000 £52,000
Median % change year-on-year -9.09% +5.77% -5.45%
75th Percentile £65,000 £70,000 £66,250
90th Percentile £80,000 £83,750 £80,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Dimensional Modelling
Job Vacancy Trend in the UK excluding London

Historical trend showing the proportion of permanent IT job postings citing Dimensional Modelling relative to all permanent IT jobs advertised in the UK excluding London.

Dimensional Modelling job vacancy trend in the UK excluding London

Dimensional Modelling
Salary Trend in the UK excluding London

Salary distribution trend for jobs in the UK excluding London citing Dimensional Modelling.

Salary distribution trend for jobs in the UK excluding London citing Dimensional Modelling

Dimensional Modelling
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Dimensional Modelling in the UK excluding London over the 6 months to 14 January 2026.

Salary histogram for Dimensional Modelling in the UK excluding London

Dimensional 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 Dimensional Modelling within the UK excluding London region over the 6 months to 14 January 2026. 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
North of England +8 6 £57,500 - 7
Midlands +20 5 £57,500 +35.29% 1
South West +16 5 £50,000 +33.33% 2
North West - 5 £57,500 - 2
South East - 5 £67,500 - 7
West Midlands +17 3 £57,500 +35.29% 1
East Midlands - 2 £63,750 -
Yorkshire -16 1 £80,000 - 2
Scotland - 1 - - 4
Northern Ireland - 1 - -
Wales - 1 £95,000 - 1
Dimensional Modelling
UK

Dimensional Modelling
Co-Occurring Skills & Capabilities in the UK excluding London by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 3 (12.50%) Apache Spark
2 2 (8.33%) Apache Airflow
2 2 (8.33%) Oracle Application Server
2 2 (8.33%) SAS
3 1 (4.17%) Apache
3 1 (4.17%) Apache Superset
Applications
1 3 (12.50%) Spreadsheet
2 1 (4.17%) Microsoft Excel
Cloud Services
1 20 (83.33%) Power Platform
2 14 (58.33%) Azure
3 8 (33.33%) Azure Data Factory
4 7 (29.17%) AWS
5 6 (25.00%) Snowflake
6 5 (20.83%) GCP
7 4 (16.67%) Azure Synapse Analytics
8 3 (12.50%) Amazon S3
8 3 (12.50%) dbt
9 2 (8.33%) Amazon SageMaker
9 2 (8.33%) AWS Lambda
9 2 (8.33%) AWS Step Functions
9 2 (8.33%) Serverless
10 1 (4.17%) Amazon Bedrock
10 1 (4.17%) Anthropic Claude
10 1 (4.17%) Azure DevOps
10 1 (4.17%) Cloud Computing
10 1 (4.17%) Dynamics 365
10 1 (4.17%) Fivetran
10 1 (4.17%) Power Automate
Database & Business Intelligence
1 20 (83.33%) Power BI
2 12 (50.00%) Data Warehouse
3 9 (37.50%) SQL Server Integration Services
4 8 (33.33%) SQL Server
5 7 (29.17%) SQL Server Reporting Services
6 6 (25.00%) Data Lake
7 4 (16.67%) Azure SQL Database
7 4 (16.67%) PostgreSQL
7 4 (16.67%) SQL Server Analysis Services
8 3 (12.50%) Azure SQL Data Warehouse
8 3 (12.50%) BigQuery
8 3 (12.50%) Metadata
9 2 (8.33%) Amazon Redshift
9 2 (8.33%) Data Vault
9 2 (8.33%) Looker
9 2 (8.33%) Oracle ODI
9 2 (8.33%) Relational Database
9 2 (8.33%) SAS EBI
9 2 (8.33%) Semantic Layer
9 2 (8.33%) Spark SQL
Development Applications
1 3 (12.50%) Git
2 2 (8.33%) DBeaver
3 1 (4.17%) GitLab
3 1 (4.17%) SQL Server Management Studio (SSMS)
General
1 9 (37.50%) Finance
2 7 (29.17%) Social Skills
3 6 (25.00%) Analytical Skills
4 1 (4.17%) Advertising
4 1 (4.17%) Banking
4 1 (4.17%) Documentation Skills
4 1 (4.17%) Investment Banking
4 1 (4.17%) Law
4 1 (4.17%) Public Sector
4 1 (4.17%) Retail
Job Titles
1 12 (50.00%) Data Engineer
2 6 (25.00%) Developer
3 4 (16.67%) Senior
4 3 (12.50%) Business Intelligence Developer
4 3 (12.50%) SQL Developer
5 2 (8.33%) Data Manager
5 2 (8.33%) Senior Data Engineer
5 2 (8.33%) Service Manager
6 1 (4.17%) Analyst
6 1 (4.17%) Architect
6 1 (4.17%) Azure Data Engineer
6 1 (4.17%) Business Developer
6 1 (4.17%) Data Analyst
6 1 (4.17%) Data Warehouse Developer
6 1 (4.17%) Database Developer
6 1 (4.17%) Quality Engineer
6 1 (4.17%) Senior Developer
6 1 (4.17%) Snowflake Developer
6 1 (4.17%) Solutions Architect
6 1 (4.17%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 3 (12.50%) Kafka
2 2 (8.33%) PySpark
2 2 (8.33%) Snowpark
3 1 (4.17%) EDI
3 1 (4.17%) JSON
3 1 (4.17%) REST
3 1 (4.17%) SOAP
3 1 (4.17%) XML
Miscellaneous
1 2 (8.33%) Analytical Mindset
2 1 (4.17%) Cloud Native
2 1 (4.17%) Data Fabric
2 1 (4.17%) Legacy Systems
2 1 (4.17%) Product Ownership
Processes & Methodologies
1 21 (87.50%) Business Intelligence
2 15 (62.50%) ETL
3 14 (58.33%) Data Pipeline
4 13 (54.17%) Analytics
5 12 (50.00%) Agile
6 10 (41.67%) CI/CD
6 10 (41.67%) Data Engineering
7 7 (29.17%) Data Governance
7 7 (29.17%) Data Modelling
7 7 (29.17%) Data-Driven Decision Making
8 6 (25.00%) Customer Experience
8 6 (25.00%) Decision-Making
8 6 (25.00%) Visualisation
9 5 (20.83%) AI
9 5 (20.83%) Data Architecture
9 5 (20.83%) Kimball Methodology
10 4 (16.67%) Data Visualisation
10 4 (16.67%) DevOps
10 4 (16.67%) Machine Learning
10 4 (16.67%) Project Delivery
Programming Languages
1 22 (91.67%) SQL
2 11 (45.83%) Python
3 7 (29.17%) T-SQL
4 3 (12.50%) Data Analysis Expressions
5 2 (8.33%) R
6 1 (4.17%) ANSI SQL
6 1 (4.17%) Julia
Qualifications
1 3 (12.50%) Azure Certification
1 3 (12.50%) Microsoft Certification
2 2 (8.33%) Computer Science Degree
2 2 (8.33%) Degree
3 1 (4.17%) AWS Certification
3 1 (4.17%) BPSS Clearance
3 1 (4.17%) SC Cleared
3 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 8 (33.33%) Data Quality
2 1 (4.17%) Accessibility
2 1 (4.17%) GDPR
System Software
1 1 (4.17%) Docker
Systems Management
1 1 (4.17%) Kubernetes
1 1 (4.17%) Terraform
Vendors
1 11 (45.83%) Microsoft
2 5 (20.83%) Databricks
3 4 (16.67%) Oracle
4 1 (4.17%) Alteryx
4 1 (4.17%) Anaplan
4 1 (4.17%) Informatica
4 1 (4.17%) OpenAI
4 1 (4.17%) SAP