Dimensional Modelling Contracts

Dimensional Modelling
UK

The following table provides summary statistics for contract job vacancies with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Dimensional Modelling over the 6 months to 24 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
24 Apr 2024
Same period 2023 Same period 2022
Rank 528 617 732
Rank change year-on-year +89 +115 -150
Contract jobs citing Dimensional Modelling 54 95 123
As % of all contract jobs advertised in the UK 0.12% 0.16% 0.14%
As % of the Processes & Methodologies category 0.14% 0.18% 0.15%
Number of daily rates quoted 34 67 86
10th Percentile £416 £440 £359
25th Percentile £476 £513 £463
Median daily rate (50th Percentile) £525 £575 £561
Median % change year-on-year -8.70% +2.45% +18.16%
75th Percentile £650 £650 £645
90th Percentile £685 £700 £688
UK excluding London median daily rate £500 £533 £525
% change year-on-year -6.10% +1.43% +18.31%
Number of hourly rates quoted 0 2 0
Median hourly rate - £75.00 -
UK excluding London median hourly rate - - -

All Process and Methodology Skills
UK

Dimensional Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 37,651 54,096 80,844
As % of all contract IT jobs advertised in the UK 86.29% 89.91% 90.59%
Number of daily rates quoted 24,333 37,469 56,726
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +8.25%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.83%
Number of hourly rates quoted 2,430 1,787 1,945
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.66 £15.25
Median hourly rate £35.00 £37.50 £25.00
Median % change year-on-year -6.67% +50.00% -
75th Percentile £58.75 £65.00 £49.25
90th Percentile £72.34 £75.00 £63.75
UK excluding London median hourly rate £35.65 £37.30 £20.00
% change year-on-year -4.42% +86.50% -8.09%

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
Contractor Daily Rate Trend

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

Daily rate trend for Dimensional Modelling in the UK

Dimensional Modelling
Daily Rate Histogram

Daily rate distribution for jobs citing Dimensional Modelling over the 6 months to 24 April 2024.

Daily rate histogram for Dimensional Modelling in the UK

Dimensional Modelling
Contractor Hourly Rate Trend

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

Hourly rate trend for Dimensional Modelling in the UK

Dimensional Modelling
Top 10 Contract Locations

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 UK over the 6 months to 24 April 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
England +84 48 £525 -8.70% 18
London +82 34 £525 -9.09% 12
UK excluding London +46 15 £500 -6.10% 7
Work from Home +97 13 £500 -9.09% 4
South East +6 6 £425 -10.53%
Midlands +38 5 £700 +28.44% 3
West Midlands +33 5 £700 +28.44% 2
North of England +42 3 £500 -25.93% 1
North West +21 3 £500 -25.93% 1
Scotland - 3 - -

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 3 (5.56%) Confluence
2 2 (3.70%) Apache Spark
Applications
1 5 (9.26%) Microsoft Excel
Business Applications
1 2 (3.70%) Oracle Assets
1 2 (3.70%) Oracle BPM
1 2 (3.70%) Oracle Cash Management
1 2 (3.70%) Oracle General Ledger
1 2 (3.70%) Oracle Payables
1 2 (3.70%) Oracle Receivables
Cloud Services
1 31 (57.41%) Power Platform
2 19 (35.19%) Azure
3 11 (20.37%) Azure Data Factory
4 8 (14.81%) AWS
5 6 (11.11%) Serverless
6 5 (9.26%) Azure Synapse Analytics
7 4 (7.41%) Azure DevOps
7 4 (7.41%) Azure Functions
7 4 (7.41%) GCP
8 3 (5.56%) Amazon S3
9 2 (3.70%) Amazon Kinesis
9 2 (3.70%) AWS Lambda
9 2 (3.70%) AWS Step Functions
9 2 (3.70%) OCI
9 2 (3.70%) PowerApps
10 1 (1.85%) Azure Machine Learning
10 1 (1.85%) Azure Stack
10 1 (1.85%) Dynamics 365
10 1 (1.85%) IaaS
10 1 (1.85%) PaaS
Database & Business Intelligence
1 42 (77.78%) Data Warehouse
2 31 (57.41%) Power BI
3 12 (22.22%) Data Lake
4 10 (18.52%) SQL Server
4 10 (18.52%) SQL Server Integration Services
5 8 (14.81%) Azure SQL Database
5 8 (14.81%) Star Schema
5 8 (14.81%) Tableau
6 7 (12.96%) BusinessObjects Business Intelligence
6 7 (12.96%) Geospatial Data
7 6 (11.11%) Amazon RDS
8 5 (9.26%) Big Data
8 5 (9.26%) Data Vault
8 5 (9.26%) Relational Database
9 4 (7.41%) Amazon Redshift
10 3 (5.56%) Amazon Athena
10 3 (5.56%) Enterprise Data Warehouse
10 3 (5.56%) SAP Data Services
10 3 (5.56%) SQL Server Reporting Services
11 2 (3.70%) SQL Server Analysis Services
Development Applications
1 6 (11.11%) JIRA
2 3 (5.56%) ER Studio
3 2 (3.70%) Zephyr
General
1 12 (22.22%) Analytical Skills
2 10 (18.52%) Finance
3 8 (14.81%) Social Skills
4 4 (7.41%) Inclusion and Diversity
4 4 (7.41%) Telecoms
5 1 (1.85%) Advertising
5 1 (1.85%) Law
5 1 (1.85%) Manufacturing
5 1 (1.85%) Presentation Skills
5 1 (1.85%) Public Sector
Job Titles
1 16 (29.63%) Data Engineer
2 12 (22.22%) Analyst
3 11 (20.37%) Architect
3 11 (20.37%) Data Architect
4 8 (14.81%) Data Modeller
4 8 (14.81%) Developer
5 7 (12.96%) Azure Data Engineer
5 7 (12.96%) Azure Engineer
5 7 (12.96%) Business Analyst
5 7 (12.96%) Technical Analyst
6 5 (9.26%) Technical Business Analyst
7 4 (7.41%) Lead
8 3 (5.56%) Business Intelligence Developer
9 2 (3.70%) Customer Analyst
9 2 (3.70%) Customer Insight Analyst
9 2 (3.70%) Data Insight Analyst
9 2 (3.70%) Insight Analyst
9 2 (3.70%) Lead Architect
9 2 (3.70%) Lead Data Architect
9 2 (3.70%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 12 (22.22%) XML
2 2 (3.70%) Oracle Fusion
3 1 (1.85%) Web Services
Miscellaneous
1 6 (11.11%) Data Structures
1 6 (11.11%) Management Information System
2 4 (7.41%) Product Ownership
2 4 (7.41%) Smart Meter
3 3 (5.56%) Greenfield Project
4 2 (3.70%) Analytical Mindset
4 2 (3.70%) Data Fabric
5 1 (1.85%) Data Protection Act
5 1 (1.85%) Onboarding
5 1 (1.85%) Reference Data
5 1 (1.85%) Wiki
Operating Systems
1 4 (7.41%) Linux
1 4 (7.41%) Unix
1 4 (7.41%) Windows
2 1 (1.85%) VMS
Processes & Methodologies
1 35 (64.81%) Business Intelligence
1 35 (64.81%) Data Modelling
2 31 (57.41%) ETL
3 20 (37.04%) Analytics
4 17 (31.48%) Agile
5 14 (25.93%) Scrum
6 13 (24.07%) Kimball Methodology
7 10 (18.52%) User Stories
8 9 (16.67%) Data Management
8 9 (16.67%) Kanban
9 7 (12.96%) Data Analytics
9 7 (12.96%) Data Science
9 7 (12.96%) Migration
9 7 (12.96%) Project Management
9 7 (12.96%) Root Cause Analysis
9 7 (12.96%) User Acceptance Testing
10 6 (11.11%) Data Architecture
10 6 (11.11%) Data Engineering
10 6 (11.11%) Data Governance
10 6 (11.11%) Data Integration
Programming Languages
1 29 (53.70%) SQL
2 7 (12.96%) PL/SQL
2 7 (12.96%) XPath
2 7 (12.96%) XQuery
3 6 (11.11%) Python
4 3 (5.56%) T-SQL
5 1 (1.85%) Data Analysis Expressions
5 1 (1.85%) Java
5 1 (1.85%) Scala
5 1 (1.85%) Tcl
Qualifications
1 10 (18.52%) Security Cleared
2 3 (5.56%) Degree
2 3 (5.56%) SC Cleared
3 1 (1.85%) Computer Science Degree
Quality Assurance & Compliance
1 16 (29.63%) Data Quality
2 4 (7.41%) GDPR
Vendors
1 18 (33.33%) Microsoft
2 12 (22.22%) Oracle
3 10 (18.52%) SAP
4 9 (16.67%) Databricks
5 5 (9.26%) Ab Initio
5 5 (9.26%) Autodesk
6 3 (5.56%) Google
6 3 (5.56%) IDERA
7 1 (1.85%) Informatica
7 1 (1.85%) Salesforce