Dimensional Modelling Contracts in England

Dimensional Modelling
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Dimensional Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Dimensional Modelling over the 6 months leading up to 25 June 2025, comparing them to the same period in the previous two years.

6 months to
25 Jun 2025
Same period 2024 Same period 2023
Rank 441 518 560
Rank change year-on-year +77 +42 +130
Contract jobs citing Dimensional Modelling 45 41 73
As % of all contract jobs advertised in England 0.18% 0.11% 0.15%
As % of the Processes & Methodologies category 0.20% 0.13% 0.17%
Number of daily rates quoted 33 24 52
10th Percentile £413 £378 £450
25th Percentile £436 £409 £525
Median daily rate (50th Percentile) £500 £471 £600
Median % change year-on-year +6.10% -21.46% +9.09%
75th Percentile £550 £594 £650
90th Percentile £664 £685 £688
UK median daily rate £481 £500 £590
% change year-on-year -3.75% -15.25% +12.38%
Number of hourly rates quoted 0 0 2
10th Percentile - - £71.00
25th Percentile - - £72.50
Median hourly rate - - £75.00
75th Percentile - - £77.50
90th Percentile - - £79.00
UK median hourly rate - - £75.00
% change year-on-year - - +43.54%

All Process and Methodology Skills
England

Dimensional Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 22,947 31,985 42,327
As % of all contract IT jobs advertised in England 91.37% 85.42% 89.84%
Number of daily rates quoted 14,830 20,733 29,654
10th Percentile £300 £304 £325
25th Percentile £406 £413 £443
Median daily rate (50th Percentile) £515 £525 £550
Median % change year-on-year -1.90% -4.55% -
75th Percentile £638 £650 £675
90th Percentile £750 £750 £775
UK median daily rate £505 £525 £550
% change year-on-year -3.81% -4.55% +1.85%
Number of hourly rates quoted 1,102 2,360 1,544
10th Percentile £14.20 £12.75 £11.25
25th Percentile £17.82 £16.06 £15.75
Median hourly rate £25.50 £37.50 £35.03
Median % change year-on-year -32.00% +7.05% +36.41%
75th Percentile £55.00 £61.53 £64.50
90th Percentile £72.50 £72.54 £75.67
UK median hourly rate £25.15 £37.50 £35.00
% change year-on-year -32.93% +7.14% +34.62%

Dimensional Modelling
Job Vacancy Trend in England

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

Job vacancy trend for Dimensional Modelling in England

Dimensional Modelling
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Dimensional Modelling in England.

Daily rate trend for Dimensional Modelling in England

Dimensional Modelling
Daily Rate Histogram in England

Daily rate distribution for jobs citing Dimensional Modelling in England over the 6 months to 25 June 2025.

Daily rate histogram for Dimensional Modelling in England

Dimensional Modelling
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Dimensional Modelling in England.

Hourly rate trend for Dimensional Modelling in England

Dimensional Modelling
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Dimensional Modelling within the England region over the 6 months to 25 June 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +44 26 £525 +9.09% 57
South East +46 6 £525 +23.53% 12
North of England +19 3 £475 -5.00% 9
Midlands +9 2 £450 -35.71% 3
West Midlands +3 2 £450 -35.71%
South West - 2 £425 - 4
Yorkshire - 2 £475 - 8
North West +1 1 £400 -20.00% 1
East of England - 1 £550 -
Dimensional Modelling
UK

Dimensional Modelling
Co-occurring Skills and Capabilities in England 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 4 (8.89%) Apache
1 4 (8.89%) Apache Airflow
2 2 (4.44%) Apache Spark
2 2 (4.44%) Oracle Application Server
Business Applications
1 2 (4.44%) Sparx Enterprise Architect
Cloud Services
1 21 (46.67%) Azure
2 20 (44.44%) Power Platform
3 14 (31.11%) Azure Synapse Analytics
4 12 (26.67%) AWS
5 10 (22.22%) Azure Data Factory
5 10 (22.22%) Snowflake
6 7 (15.56%) Microsoft Purview
7 5 (11.11%) dbt
7 5 (11.11%) GCP
8 4 (8.89%) GitHub
8 4 (8.89%) GitHub Actions
9 2 (4.44%) Amazon CloudWatch
9 2 (4.44%) Amazon S3
9 2 (4.44%) AWS Lambda
9 2 (4.44%) Serverless
10 1 (2.22%) Azure DevOps
10 1 (2.22%) Azure Stack
10 1 (2.22%) Dynamics 365
10 1 (2.22%) Fivetran
10 1 (2.22%) Prefect
Database & Business Intelligence
1 30 (66.67%) Data Warehouse
2 20 (44.44%) Power BI
3 11 (24.44%) Data Lake
4 9 (20.00%) Star Schema
5 8 (17.78%) Metadata
6 7 (15.56%) Snowflake Schema
7 6 (13.33%) NoSQL
8 5 (11.11%) Tableau
9 4 (8.89%) Big Data
9 4 (8.89%) InfluxDB
9 4 (8.89%) Relational Database
10 3 (6.67%) BigQuery
10 3 (6.67%) SQL Server Reporting Services
11 2 (4.44%) Amazon RDS
11 2 (4.44%) Data Mining
11 2 (4.44%) Oracle BI EE
11 2 (4.44%) Oracle Database
11 2 (4.44%) PostgreSQL
11 2 (4.44%) RDBMS
11 2 (4.44%) SQL Server
Development Applications
1 5 (11.11%) ERwin
2 2 (4.44%) ER Studio
2 2 (4.44%) Git
3 1 (2.22%) DBeaver
3 1 (2.22%) JIRA
General
1 7 (15.56%) Finance
2 6 (13.33%) Analytical Skills
2 6 (13.33%) Social Skills
3 3 (6.67%) Legal
3 3 (6.67%) Local Government
3 3 (6.67%) Public Sector
4 1 (2.22%) Banking
4 1 (2.22%) Documentation Skills
4 1 (2.22%) Military
4 1 (2.22%) Organisational Skills
4 1 (2.22%) Telecoms
Job Titles
1 14 (31.11%) Data Engineer
2 12 (26.67%) Analyst
3 9 (20.00%) Architect
4 7 (15.56%) Data Analyst
5 6 (13.33%) Data Modeller
5 6 (13.33%) Senior
6 5 (11.11%) Azure Data Engineer
6 5 (11.11%) Azure Engineer
6 5 (11.11%) Data Architect
7 4 (8.89%) Developer
7 4 (8.89%) Lead
7 4 (8.89%) Senior Architect
7 4 (8.89%) Senior Data Architect
8 3 (6.67%) Business Analyst
8 3 (6.67%) Business Intelligence Developer
8 3 (6.67%) Data Business Analyst
8 3 (6.67%) Lead Data Engineer
8 3 (6.67%) Technical Architect
9 2 (4.44%) Oracle Analyst
9 2 (4.44%) Senior Analyst
Libraries, Frameworks & Software Standards
1 8 (17.78%) PySpark
2 3 (6.67%) Jinja
3 1 (2.22%) Great Expectations
3 1 (2.22%) JSON
3 1 (2.22%) Oracle GoldenGate
Miscellaneous
1 3 (6.67%) Data Structures
1 3 (6.67%) Replication
2 1 (2.22%) IoT
2 1 (2.22%) Smart City
2 1 (2.22%) Taxonomies
Processes & Methodologies
1 30 (66.67%) Data Modelling
2 26 (57.78%) Business Intelligence
3 21 (46.67%) Analytics
4 20 (44.44%) ETL
5 18 (40.00%) Visualisation
6 17 (37.78%) Data Pipeline
7 14 (31.11%) CI/CD
7 14 (31.11%) Data Governance
8 12 (26.67%) Data Architecture
8 12 (26.67%) Data Engineering
9 11 (24.44%) Decision-Making
10 10 (22.22%) Agile
11 9 (20.00%) Data Science
12 8 (17.78%) Data Integration
13 7 (15.56%) Migration
13 7 (15.56%) Translating Business Requirements
14 6 (13.33%) Dashboard Development
14 6 (13.33%) Data Analysis
14 6 (13.33%) DevOps
14 6 (13.33%) Problem-Solving
Programming Languages
1 39 (86.67%) SQL
2 24 (53.33%) Python
3 4 (8.89%) Data Analysis Expressions
4 3 (6.67%) C#
4 3 (6.67%) PowerShell
4 3 (6.67%) T-SQL
5 1 (2.22%) JavaScript
5 1 (2.22%) R
Qualifications
1 9 (20.00%) SC Cleared
1 9 (20.00%) Security Cleared
2 2 (4.44%) AWS Certification
2 2 (4.44%) AWS Certified Solutions Architect
3 1 (2.22%) Degree
Quality Assurance & Compliance
1 16 (35.56%) Data Quality
2 10 (22.22%) Accessibility
3 2 (4.44%) GDPR
4 1 (2.22%) QA
System Software
1 4 (8.89%) Docker
Systems Management
1 2 (4.44%) Terraform
Vendors
1 9 (20.00%) Microsoft
2 7 (15.56%) Databricks
2 7 (15.56%) Oracle
3 3 (6.67%) Google
3 3 (6.67%) Sparx
3 3 (6.67%) Talend
4 2 (4.44%) IBM
4 2 (4.44%) Informatica
4 2 (4.44%) Workday
5 1 (2.22%) Ab Initio
5 1 (2.22%) Cognos