Dimensional Modelling Jobs

Dimensional Modelling
UK

The table below provides summary statistics for permanent job vacancies requiring Dimensional Modelling skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Dimensional Modelling over the 6 months leading up to 21 May 2025, comparing them to the same period in the previous two years.

6 months to
21 May 2025
Same period 2024 Same period 2023
Rank 676 836 629
Rank change year-on-year +160 -207 +312
Permanent jobs citing Dimensional Modelling 42 48 375
As % of all permanent jobs advertised in the UK 0.075% 0.048% 0.38%
As % of the Processes & Methodologies category 0.080% 0.056% 0.39%
Number of salaries quoted 30 40 190
10th Percentile £55,000 £42,500 £47,500
25th Percentile £60,313 £47,500 £53,000
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% +3.85%
75th Percentile £80,000 £85,000 £72,500
90th Percentile £104,125 £94,000 £85,250
UK excluding London median annual salary £67,500 £52,500 £62,500
% change year-on-year +28.57% -16.00% +15.74%

All Process and Methodology Skills
UK

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.

Permanent vacancies with a requirement for process or methodology skills 52,452 85,111 95,067
As % of all permanent jobs advertised in the UK 93.88% 85.18% 95.58%
Number of salaries quoted 26,389 59,794 56,136
10th Percentile £29,750 £29,071 £34,000
25th Percentile £41,250 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,180
Median % change year-on-year +4.55% -10.10% +1.97%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £51,645 £50,000 £55,000
% change year-on-year +3.29% -9.09% +4.76%

Dimensional Modelling
Job Vacancy Trend

Job postings citing Dimensional Modelling as a proportion of all IT jobs advertised.

Job vacancy trend for Dimensional Modelling in the UK

Dimensional Modelling
Salary Trend

3-month moving average salary quoted in jobs citing Dimensional Modelling.

Salary trend for Dimensional Modelling in the UK

Dimensional Modelling
Salary Histogram

Salary distribution for jobs citing Dimensional Modelling over the 6 months to 21 May 2025.

Salary histogram for Dimensional Modelling in the UK

Dimensional Modelling
Top 11 Job Locations

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 over the 6 months to 21 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
England +160 37 £70,000 - 64
UK excluding London +169 22 £67,500 +28.57% 47
Work from Home +110 20 £70,000 - 49
London +123 17 £80,000 -1.23% 39
Midlands +58 7 £55,000 +22.22% 2
West Midlands +56 7 £55,000 +29.41%
South West +128 6 £70,000 - 10
Scotland - 6 £73,642 - 13
South East +88 3 £103,750 +38.33% 10
Yorkshire +64 1 £65,000 - 5
North of England +39 1 £65,000 +13.04% 7

Dimensional Modelling
Co-occurring Skills and Capabilities 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 5 (11.90%) Apache
2 3 (7.14%) Apache Airflow
2 3 (7.14%) Apache Spark
3 1 (2.38%) SAS
Applications
1 5 (11.90%) Microsoft Excel
2 4 (9.52%) Microsoft PowerPoint
Business Applications
1 2 (4.76%) Sparx Enterprise Architect
Cloud Services
1 31 (73.81%) Azure
2 28 (66.67%) Power Platform
3 18 (42.86%) Azure Data Factory
4 11 (26.19%) Azure Synapse Analytics
5 5 (11.90%) AWS
6 4 (9.52%) Serverless
7 3 (7.14%) Azure DevOps
7 3 (7.14%) Azure Functions
7 3 (7.14%) Snowflake
8 2 (4.76%) Azure Cosmos DB
8 2 (4.76%) GCP
9 1 (2.38%) Amazon S3
9 1 (2.38%) Amazon SageMaker
9 1 (2.38%) AWS Lambda
9 1 (2.38%) Cloud Computing
9 1 (2.38%) dbt
9 1 (2.38%) PaaS
9 1 (2.38%) SaaS
9 1 (2.38%) Tricentis Tosca
Database & Business Intelligence
1 28 (66.67%) Power BI
2 23 (54.76%) Data Lake
3 19 (45.24%) Data Warehouse
4 9 (21.43%) Azure SQL Database
5 8 (19.05%) SQL Server
5 8 (19.05%) Tableau
6 6 (14.29%) Azure SQL Data Warehouse
6 6 (14.29%) Power Query
7 4 (9.52%) Data Mining
7 4 (9.52%) Qlik Sense
8 3 (7.14%) Metadata
8 3 (7.14%) MongoDB
8 3 (7.14%) SQL Server Analysis Services
8 3 (7.14%) SQL Server Integration Services
8 3 (7.14%) SQL Server Reporting Services
8 3 (7.14%) Star Schema
9 2 (4.76%) Apache Cassandra
9 2 (4.76%) BigQuery
9 2 (4.76%) PostgreSQL
9 2 (4.76%) Snowflake Schema
Development Applications
1 7 (16.67%) Git
2 4 (9.52%) Subversion
3 2 (4.76%) ERwin
3 2 (4.76%) JIRA
4 1 (2.38%) ER Studio
4 1 (2.38%) Jenkins
General
1 12 (28.57%) Analytical Skills
1 12 (28.57%) Social Skills
2 11 (26.19%) Finance
3 9 (21.43%) Retail
4 5 (11.90%) Banking
5 1 (2.38%) Local Government
Job Titles
1 13 (30.95%) Data Manager
1 13 (30.95%) Senior
2 10 (23.81%) Business Intelligence Developer
2 10 (23.81%) Developer
3 9 (21.43%) Senior Manager
4 6 (14.29%) Data Engineer
5 5 (11.90%) Senior Service Manager
5 5 (11.90%) Service Manager
6 4 (9.52%) Analytics Manager
6 4 (9.52%) Architect
6 4 (9.52%) Data Analytics Manager
6 4 (9.52%) Data Architect
6 4 (9.52%) Lead
6 4 (9.52%) Power BI Developer
7 3 (7.14%) Analyst
8 2 (4.76%) Data Modeller
8 2 (4.76%) Lead Data Engineer
8 2 (4.76%) Senior Analyst
8 2 (4.76%) Senior Architect
8 2 (4.76%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 5 (11.90%) PySpark
2 1 (2.38%) Apache Avro
2 1 (2.38%) GraphQL
2 1 (2.38%) Kafka
2 1 (2.38%) REST
Miscellaneous
1 6 (14.29%) Data Structures
2 5 (11.90%) Legacy Systems
3 4 (9.52%) Reinsurance
4 1 (2.38%) Cloud Native
4 1 (2.38%) Management Information System
4 1 (2.38%) Reference Data
4 1 (2.38%) Replication
Processes & Methodologies
1 41 (97.62%) Business Intelligence
2 24 (57.14%) Data Modelling
3 23 (54.76%) Analytics
4 17 (40.48%) ETL
5 15 (35.71%) Mentoring
6 13 (30.95%) CI/CD
6 13 (30.95%) DevOps
7 12 (28.57%) Visualisation
8 11 (26.19%) Agile
8 11 (26.19%) Data Visualisation
9 10 (23.81%) Data Management
10 9 (21.43%) Computer Science
10 9 (21.43%) Data Cleansing
10 9 (21.43%) Data Governance
10 9 (21.43%) Data Science
11 8 (19.05%) Data Engineering
11 8 (19.05%) Data Strategy
11 8 (19.05%) Kimball Methodology
12 7 (16.67%) Dashboard Development
12 7 (16.67%) Data Integration
Programming Languages
1 27 (64.29%) SQL
2 12 (28.57%) Python
3 7 (16.67%) Data Analysis Expressions
4 4 (9.52%) Julia
4 4 (9.52%) R
4 4 (9.52%) VBA
5 2 (4.76%) Java
6 1 (2.38%) JavaScript
6 1 (2.38%) JCL
6 1 (2.38%) T-SQL
Qualifications
1 10 (23.81%) Degree
2 9 (21.43%) Computer Science Degree
3 8 (19.05%) Azure Certification
4 2 (4.76%) Security Cleared
5 1 (2.38%) Master's Degree
Quality Assurance & Compliance
1 13 (30.95%) Data Quality
2 3 (7.14%) QA
3 1 (2.38%) GDPR
Systems Management
1 1 (2.38%) Kubernetes
1 1 (2.38%) Terraform
Vendors
1 12 (28.57%) Databricks
2 11 (26.19%) Microsoft
3 2 (4.76%) Google
3 2 (4.76%) Oracle
4 1 (2.38%) IBM
4 1 (2.38%) Informatica
4 1 (2.38%) Sparx
4 1 (2.38%) Talend
4 1 (2.38%) Teradata