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 31 October 2024, comparing them to the same period in the previous two years.

6 months to
31 Oct 2024
Same period 2023 Same period 2022
Rank 482 528 659
Rank change year-on-year +46 +131 -52
Contract jobs citing Dimensional Modelling 32 61 105
As % of all contract jobs advertised in England 0.10% 0.15% 0.15%
As % of the Processes & Methodologies category 0.12% 0.17% 0.17%
Number of daily rates quoted 21 44 64
10th Percentile £386 £483 £378
25th Percentile £413 £525 £450
Median daily rate (50th Percentile) £525 £625 £523
Median % change year-on-year -16.00% +19.62% -0.48%
75th Percentile £600 £650 £600
90th Percentile £645 £814 £675
UK median daily rate £525 £625 £520
% change year-on-year -16.00% +20.19% -0.95%
Number of hourly rates quoted 0 1 2
10th Percentile - - £46.33
25th Percentile - - £48.31
Median hourly rate - £65.00 £52.25
Median % change year-on-year - +24.40% -12.73%
75th Percentile - - £56.81
90th Percentile - - £59.18
UK median hourly rate - £65.00 £52.25
% change year-on-year - +24.40% -12.73%

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 26,975 35,624 61,385
As % of all contract IT jobs advertised in England 86.59% 88.74% 90.59%
Number of daily rates quoted 16,463 24,518 43,144
10th Percentile £313 £313 £339
25th Percentile £419 £425 £450
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +4.76%
75th Percentile £638 £650 £663
90th Percentile £750 £750 £756
UK median daily rate £525 £538 £550
% change year-on-year -2.33% -2.27% +7.32%
Number of hourly rates quoted 984 1,490 1,588
10th Percentile £15.00 £14.25 £13.41
25th Percentile £20.00 £19.06 £17.25
Median hourly rate £39.50 £44.50 £35.00
Median % change year-on-year -11.24% +27.14% +70.73%
75th Percentile £65.25 £65.00 £65.00
90th Percentile £74.48 £77.50 £73.75
UK median hourly rate £36.00 £43.86 £35.00
% change year-on-year -17.92% +25.31% +66.67%

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 31 October 2024.

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 31 October 2024. 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 +46 27 £550 -4.35% 5
South East +37 2 £425 -48.48%
West Midlands +2 1 £200 -77.78% 2
Midlands +2 1 £200 -68.63% 2
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 1 (3.13%) Apache
1 1 (3.13%) Apache Spark
Applications
1 4 (12.50%) Microsoft Excel
2 1 (3.13%) Microsoft Office
2 1 (3.13%) Spreadsheet
Business Applications
1 1 (3.13%) Cognos Business Intelligence
1 1 (3.13%) IBM Planning Analytics
Cloud Services
1 17 (53.13%) Power Platform
2 11 (34.38%) AWS
2 11 (34.38%) dbt
3 5 (15.63%) GitHub
3 5 (15.63%) GitHub Actions
4 4 (12.50%) Azure
4 4 (12.50%) GCP
5 3 (9.38%) Azure Data Factory
5 3 (9.38%) Azure Synapse Analytics
6 2 (6.25%) Serverless
7 1 (3.13%) Amazon CloudWatch
7 1 (3.13%) Amazon S3
7 1 (3.13%) AWS Lambda
7 1 (3.13%) Azure DevOps
7 1 (3.13%) Azure Functions
7 1 (3.13%) Blackbaud
7 1 (3.13%) Entra ID
7 1 (3.13%) Microsoft 365
7 1 (3.13%) Microsoft Purview
Communications & Networking
1 1 (3.13%) HTTPS
Database & Business Intelligence
1 17 (53.13%) Power BI
2 16 (50.00%) Data Warehouse
3 8 (25.00%) Data Lake
4 7 (21.88%) Tableau
5 6 (18.75%) BigQuery
5 6 (18.75%) Data Mining
5 6 (18.75%) Qlik Sense
6 4 (12.50%) Amazon QuickSight
6 4 (12.50%) Metadata
7 3 (9.38%) Big Data
7 3 (9.38%) BusinessObjects
7 3 (9.38%) Delta Lake
8 2 (6.25%) BusinessObjects Business Intelligence
8 2 (6.25%) GIS
8 2 (6.25%) Power Query
8 2 (6.25%) Relational Database
8 2 (6.25%) Snowflake Schema
9 1 (3.13%) Data Vault
9 1 (3.13%) Flink
9 1 (3.13%) Star Schema
Development Applications
1 1 (3.13%) Git
General
1 8 (25.00%) Analytical Skills
2 7 (21.88%) Public Sector
3 4 (12.50%) Finance
4 3 (9.38%) Banking
5 2 (6.25%) Social Skills
6 1 (3.13%) Documentation Skills
6 1 (3.13%) Presentation Skills
6 1 (3.13%) Retail
Job Titles
1 10 (31.25%) Lead
2 8 (25.00%) Analyst
3 7 (21.88%) Data Engineer
4 6 (18.75%) Data Analyst
4 6 (18.75%) Developer
5 5 (15.63%) Data Modeller
6 4 (12.50%) Business Intelligence Developer
7 3 (9.38%) Lead Data Engineer
7 3 (9.38%) Procurement Analyst
8 2 (6.25%) Azure Data Engineer
8 2 (6.25%) Azure Engineer
8 2 (6.25%) Business Analyst
8 2 (6.25%) Business Data Analyst
8 2 (6.25%) Business Intelligence Analyst
8 2 (6.25%) Business Intelligence Data Analyst
8 2 (6.25%) ETL Analyst
8 2 (6.25%) Power BI Analyst
8 2 (6.25%) Power BI Developer
8 2 (6.25%) Senior
8 2 (6.25%) Tableau Analyst
Libraries, Frameworks & Software Standards
1 4 (12.50%) Jinja
2 3 (9.38%) PySpark
3 2 (6.25%) JSON
3 2 (6.25%) Snowpark
3 2 (6.25%) XML
Miscellaneous
1 7 (21.88%) Data Structures
1 7 (21.88%) Management Information System
2 2 (6.25%) Data Centre
3 1 (3.13%) Data Protection Act
3 1 (3.13%) Mainframe
Processes & Methodologies
1 22 (68.75%) Analytics
2 15 (46.88%) ETL
3 14 (43.75%) Data Modelling
3 14 (43.75%) Visualisation
4 13 (40.63%) Business Intelligence
5 11 (34.38%) Kimball Methodology
6 10 (31.25%) Data Science
7 8 (25.00%) Agile
7 8 (25.00%) Data Pipeline
7 8 (25.00%) Data Transformation
7 8 (25.00%) Data Visualisation
8 7 (21.88%) CI/CD
8 7 (21.88%) Computer Science
8 7 (21.88%) Conceptual Models
8 7 (21.88%) Data Analysis
8 7 (21.88%) Data Integration
9 6 (18.75%) Actionable Insight
9 6 (18.75%) Data Lineage
9 6 (18.75%) Decision-Making
10 5 (15.63%) Data-Driven Decision Making
Programming Languages
1 25 (78.13%) SQL
2 17 (53.13%) Python
3 2 (6.25%) Data Analysis Expressions
4 1 (3.13%) Bicep
4 1 (3.13%) PowerShell
4 1 (3.13%) R
4 1 (3.13%) T-SQL
Qualifications
1 11 (34.38%) Degree
2 5 (15.63%) Computer Science Degree
3 1 (3.13%) ACCA
3 1 (3.13%) AWS Certification
3 1 (3.13%) AWS Certified Solutions Architect
3 1 (3.13%) CIMA
3 1 (3.13%) SC Cleared
3 1 (3.13%) Security Cleared
Quality Assurance & Compliance
1 7 (21.88%) Data Quality
2 1 (3.13%) GDPR
2 1 (3.13%) QA
Vendors
1 6 (18.75%) Alteryx
2 5 (15.63%) Microsoft
3 4 (12.50%) Google
4 3 (9.38%) SAP
5 2 (6.25%) Cognos
5 2 (6.25%) Oracle
6 1 (3.13%) Databricks
6 1 (3.13%) IBM