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

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 437 495 566
Rank change year-on-year +58 +71 +122
Contract jobs citing Dimensional Modelling 48 47 87
As % of all contract jobs advertised in England 0.20% 0.13% 0.17%
As % of the Processes & Methodologies category 0.22% 0.15% 0.19%
Number of daily rates quoted 37 30 63
10th Percentile £413 £413 £430
25th Percentile £436 £475 £513
Median daily rate (50th Percentile) £525 £525 £575
Median % change year-on-year - -8.70% -
75th Percentile £600 £622 £650
90th Percentile £657 £700 £698
UK median daily rate £525 £525 £563
% change year-on-year - -6.67% -2.17%
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

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 22,202 32,193 45,529
As % of all contract IT jobs advertised in England 91.16% 86.56% 90.24%
Number of daily rates quoted 14,534 21,105 31,969
10th Percentile £310 £300 £325
25th Percentile £413 £413 £445
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 921 2,246 1,592
10th Percentile £14.42 £12.92 £10.87
25th Percentile £18.20 £16.01 £16.25
Median hourly rate £29.07 £36.00 £37.50
Median % change year-on-year -19.25% -4.00% +53.06%
75th Percentile £63.75 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

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 1 May 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 1 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +34 29 £525 - 52
South East +46 6 £525 +23.53% 16
North of England +20 4 £450 -10.00% 10
Yorkshire - 3 £475 - 2
Midlands +19 2 £450 -35.71% 1
West Midlands +11 2 £450 -35.71%
North West +15 1 £400 -20.00% 8
South West - 1 £425 - 7
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 5 (10.42%) Apache
2 3 (6.25%) Apache Airflow
2 3 (6.25%) Apache Spark
3 1 (2.08%) Oracle Application Server
Applications
1 1 (2.08%) MS Visio
Business Applications
1 3 (6.25%) Sparx Enterprise Architect
Cloud Services
1 20 (41.67%) Azure
2 18 (37.50%) Power Platform
3 15 (31.25%) AWS
4 14 (29.17%) Azure Synapse Analytics
5 10 (20.83%) Azure Data Factory
6 9 (18.75%) Snowflake
7 7 (14.58%) Microsoft Purview
8 6 (12.50%) dbt
8 6 (12.50%) GitHub
8 6 (12.50%) GitHub Actions
9 5 (10.42%) GCP
10 3 (6.25%) Amazon CloudWatch
10 3 (6.25%) Amazon S3
10 3 (6.25%) AWS Lambda
10 3 (6.25%) Serverless
11 1 (2.08%) Dynamics 365
11 1 (2.08%) Fivetran
11 1 (2.08%) WhatsApp
Database & Business Intelligence
1 29 (60.42%) Data Warehouse
2 18 (37.50%) Power BI
3 12 (25.00%) Data Lake
4 8 (16.67%) Star Schema
5 6 (12.50%) Metadata
5 6 (12.50%) NoSQL
5 6 (12.50%) Snowflake Schema
6 5 (10.42%) Big Data
6 5 (10.42%) Relational Database
6 5 (10.42%) Tableau
7 4 (8.33%) InfluxDB
8 3 (6.25%) Amazon RDS
8 3 (6.25%) BigQuery
8 3 (6.25%) Flink
8 3 (6.25%) Oracle Database
8 3 (6.25%) SQL Server Reporting Services
9 2 (4.17%) Data Mining
9 2 (4.17%) Oracle BI EE
9 2 (4.17%) RDBMS
9 2 (4.17%) SQL Server
Development Applications
1 6 (12.50%) ERwin
2 2 (4.17%) ER Studio
3 1 (2.08%) Git
3 1 (2.08%) JIRA
General
1 8 (16.67%) Finance
2 7 (14.58%) Social Skills
3 5 (10.42%) Public Sector
4 4 (8.33%) Analytical Skills
5 3 (6.25%) Legal
5 3 (6.25%) Local Government
6 1 (2.08%) Banking
6 1 (2.08%) Documentation Skills
6 1 (2.08%) Organisational Skills
6 1 (2.08%) Telecoms
Job Titles
1 15 (31.25%) Data Engineer
2 12 (25.00%) Analyst
3 9 (18.75%) Architect
3 9 (18.75%) Lead
4 7 (14.58%) Data Analyst
5 6 (12.50%) Data Modeller
5 6 (12.50%) Lead Data Engineer
6 5 (10.42%) Data Architect
6 5 (10.42%) Senior
7 4 (8.33%) Azure Data Engineer
7 4 (8.33%) Azure Engineer
7 4 (8.33%) Developer
8 3 (6.25%) AWS Data Engineer
8 3 (6.25%) AWS Engineer
8 3 (6.25%) Business Analyst
8 3 (6.25%) Data Business Analyst
8 3 (6.25%) Senior Architect
8 3 (6.25%) Senior Data Architect
8 3 (6.25%) Technical Architect
9 2 (4.17%) Senior Analyst
Libraries, Frameworks & Software Standards
1 9 (18.75%) PySpark
2 6 (12.50%) Jinja
3 1 (2.08%) Great Expectations
3 1 (2.08%) JSON
Miscellaneous
1 4 (8.33%) Data Structures
2 2 (4.17%) Replication
2 2 (4.17%) Taxonomies
3 1 (2.08%) IoT
3 1 (2.08%) Onboarding
3 1 (2.08%) Product Ownership
3 1 (2.08%) Smart City
3 1 (2.08%) Virtual Team
Processes & Methodologies
1 30 (62.50%) Data Modelling
2 25 (52.08%) Analytics
3 24 (50.00%) Business Intelligence
4 21 (43.75%) ETL
5 18 (37.50%) Visualisation
6 16 (33.33%) Data Pipeline
7 15 (31.25%) CI/CD
7 15 (31.25%) Data Governance
8 13 (27.08%) Data Architecture
8 13 (27.08%) Data Engineering
9 10 (20.83%) Data Integration
10 9 (18.75%) Agile
10 9 (18.75%) Dashboard Development
10 9 (18.75%) Data Science
10 9 (18.75%) Decision-Making
11 7 (14.58%) Migration
11 7 (14.58%) Translating Business Requirements
12 6 (12.50%) Data Analysis
12 6 (12.50%) Data Management
12 6 (12.50%) Kimball Methodology
Programming Languages
1 41 (85.42%) SQL
2 25 (52.08%) Python
3 3 (6.25%) C#
3 3 (6.25%) Data Analysis Expressions
3 3 (6.25%) PowerShell
3 3 (6.25%) T-SQL
4 1 (2.08%) JavaScript
4 1 (2.08%) R
Qualifications
1 10 (20.83%) SC Cleared
1 10 (20.83%) Security Cleared
2 3 (6.25%) AWS Certification
2 3 (6.25%) AWS Certified Solutions Architect
3 1 (2.08%) Degree
Quality Assurance & Compliance
1 17 (35.42%) Data Quality
2 10 (20.83%) Accessibility
3 2 (4.17%) GDPR
4 1 (2.08%) QA
System Software
1 4 (8.33%) Docker
Systems Management
1 2 (4.17%) Terraform
Vendors
1 7 (14.58%) Microsoft
1 7 (14.58%) Oracle
2 6 (12.50%) Databricks
3 4 (8.33%) Sparx
4 3 (6.25%) Google
4 3 (6.25%) Talend
5 2 (4.17%) IBM
5 2 (4.17%) Informatica
5 2 (4.17%) Workday
6 1 (2.08%) Ab Initio
6 1 (2.08%) Cognos