Dimensional Modelling Contracts in England

Dimensional Modelling
UK > England

The following table provides summary statistics for contract job vacancies advertised in England 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 28 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 496 563 691
Rank change year-on-year +67 +128 -140
Contract jobs citing Dimensional Modelling 45 84 80
As % of all contract jobs advertised in England 0.12% 0.18% 0.11%
As % of the Processes & Methodologies category 0.14% 0.20% 0.12%
Number of daily rates quoted 29 61 58
10th Percentile £413 £425 £361
25th Percentile £456 £513 £506
Median daily rate (50th Percentile) £500 £575 £575
Median % change year-on-year -13.04% - +21.05%
75th Percentile £613 £650 £684
90th Percentile £700 £688 £688
UK median daily rate £513 £575 £575
% change year-on-year -10.87% - +21.05%
Number of hourly rates quoted 0 2 2
10th Percentile - £71.00 £46.33
25th Percentile - £72.50 £48.31
Median hourly rate - £75.00 £52.25
Median % change year-on-year - +43.54% -
75th Percentile - £77.50 £56.81
90th Percentile - £79.00 £59.18
UK median hourly rate - £75.00 £52.25
% change year-on-year - +43.54% -

All Process and Methodology Skills
England

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 advertised in England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 31,539 42,849 64,514
As % of all contract IT jobs advertised in England 85.92% 90.01% 90.83%
Number of daily rates quoted 20,657 30,069 45,905
10th Percentile £300 £325 £331
25th Percentile £413 £446 £431
Median daily rate (50th Percentile) £525 £550 £540
Median % change year-on-year -4.55% +1.85% +8.00%
75th Percentile £650 £675 £650
90th Percentile £750 £767 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,292 1,514 1,744
10th Percentile £12.84 £10.63 £12.50
25th Percentile £16.00 £15.75 £15.25
Median hourly rate £37.18 £37.32 £25.00
Median % change year-on-year -0.38% +49.28% +11.11%
75th Percentile £61.30 £65.00 £49.25
90th Percentile £72.50 £75.00 £65.00
UK median hourly rate £36.50 £36.13 £25.68
% change year-on-year +1.04% +40.67% +7.00%

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 28 May 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 28 May 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 +62 28 £525 -12.50% 14
South East +10 8 £425 -10.53% 1
Midlands +25 6 £700 +28.44% 2
West Midlands +11 6 £700 +28.44% 1
North of England +29 3 £500 +11.11% 1
North West +24 3 £500 +11.11% 1
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 3 (6.67%) Confluence
2 2 (4.44%) Apache Spark
Applications
1 7 (15.56%) Microsoft Excel
Cloud Services
1 31 (68.89%) Power Platform
2 15 (33.33%) Azure
3 10 (22.22%) Azure Data Factory
4 6 (13.33%) Serverless
5 4 (8.89%) Azure Functions
5 4 (8.89%) Azure Synapse Analytics
6 3 (6.67%) Amazon S3
6 3 (6.67%) AWS
6 3 (6.67%) Azure DevOps
7 2 (4.44%) Amazon Kinesis
7 2 (4.44%) AWS Lambda
7 2 (4.44%) AWS Step Functions
7 2 (4.44%) dbt
7 2 (4.44%) GCP
7 2 (4.44%) PowerApps
8 1 (2.22%) Azure Stack
8 1 (2.22%) Dynamics 365
8 1 (2.22%) IaaS
8 1 (2.22%) PaaS
Database & Business Intelligence
1 37 (82.22%) Data Warehouse
2 31 (68.89%) Power BI
3 11 (24.44%) Data Lake
4 10 (22.22%) Tableau
5 9 (20.00%) SQL Server
5 9 (20.00%) SQL Server Integration Services
6 8 (17.78%) BusinessObjects Business Intelligence
7 7 (15.56%) Azure SQL Database
7 7 (15.56%) Geospatial Data
8 6 (13.33%) Amazon RDS
9 5 (11.11%) Big Data
10 4 (8.89%) Amazon Redshift
10 4 (8.89%) Relational Database
11 3 (6.67%) Amazon Athena
11 3 (6.67%) Data Mining
11 3 (6.67%) Enterprise Data Warehouse
11 3 (6.67%) Snowflake Schema
11 3 (6.67%) SQL Server Reporting Services
11 3 (6.67%) Star Schema
12 2 (4.44%) BusinessObjects
Development Applications
1 5 (11.11%) JIRA
2 2 (4.44%) ER Studio
2 2 (4.44%) Zephyr
General
1 14 (31.11%) Analytical Skills
2 5 (11.11%) Finance
3 4 (8.89%) Social Skills
3 4 (8.89%) Telecoms
4 2 (4.44%) Presentation Skills
5 1 (2.22%) Advertising
5 1 (2.22%) Inclusion and Diversity
5 1 (2.22%) Law
5 1 (2.22%) Manufacturing
5 1 (2.22%) Public Sector
5 1 (2.22%) Retail
Job Titles
1 12 (26.67%) Analyst
2 11 (24.44%) Architect
2 11 (24.44%) Data Architect
2 11 (24.44%) Data Engineer
3 8 (17.78%) Developer
4 7 (15.56%) Technical Analyst
5 6 (13.33%) Azure Data Engineer
5 6 (13.33%) Azure Engineer
5 6 (13.33%) Business Analyst
5 6 (13.33%) Data Modeller
6 5 (11.11%) Technical Business Analyst
7 4 (8.89%) Business Intelligence Developer
7 4 (8.89%) Data Analyst
7 4 (8.89%) Lead
8 2 (4.44%) Customer Analyst
8 2 (4.44%) Data Insight Analyst
8 2 (4.44%) Finance Modeller
8 2 (4.44%) Insight Analyst
8 2 (4.44%) Insight Data Analyst
8 2 (4.44%) Lead Architect
Libraries, Frameworks & Software Standards
1 11 (24.44%) XML
2 2 (4.44%) Snowpark
3 1 (2.22%) Web Services
Miscellaneous
1 8 (17.78%) Management Information System
2 7 (15.56%) Data Structures
3 4 (8.89%) Product Ownership
3 4 (8.89%) Smart Meter
4 2 (4.44%) Analytical Mindset
4 2 (4.44%) Data Centre
4 2 (4.44%) Data Fabric
4 2 (4.44%) Greenfield Project
5 1 (2.22%) Onboarding
5 1 (2.22%) Reference Data
5 1 (2.22%) Wiki
Operating Systems
1 4 (8.89%) Linux
1 4 (8.89%) Unix
1 4 (8.89%) Windows
2 1 (2.22%) VMS
Processes & Methodologies
1 32 (71.11%) Business Intelligence
2 30 (66.67%) Data Modelling
3 26 (57.78%) ETL
4 23 (51.11%) Analytics
5 18 (40.00%) Agile
6 14 (31.11%) Scrum
7 11 (24.44%) Data Science
8 9 (20.00%) Data Management
8 9 (20.00%) Kanban
8 9 (20.00%) Kimball Methodology
9 8 (17.78%) Data Analytics
9 8 (17.78%) Data Integration
10 7 (15.56%) Project Management
10 7 (15.56%) Root Cause Analysis
10 7 (15.56%) User Acceptance Testing
11 6 (13.33%) Data Architecture
11 6 (13.33%) Data Migration
11 6 (13.33%) Migration
11 6 (13.33%) User Stories
11 6 (13.33%) Visualisation
Programming Languages
1 28 (62.22%) SQL
2 10 (22.22%) Python
3 7 (15.56%) PL/SQL
3 7 (15.56%) XPath
3 7 (15.56%) XQuery
4 3 (6.67%) T-SQL
5 2 (4.44%) Data Analysis Expressions
6 1 (2.22%) Java
6 1 (2.22%) Scala
Qualifications
1 8 (17.78%) Degree
1 8 (17.78%) Security Cleared
2 3 (6.67%) Computer Science Degree
3 1 (2.22%) SC Cleared
Quality Assurance & Compliance
1 14 (31.11%) Data Quality
2 4 (8.89%) GDPR
Vendors
1 15 (33.33%) Microsoft
2 9 (20.00%) SAP
3 8 (17.78%) Databricks
3 8 (17.78%) Oracle
4 5 (11.11%) Ab Initio
4 5 (11.11%) Autodesk
5 2 (4.44%) Alteryx
5 2 (4.44%) IDERA
6 1 (2.22%) Google
6 1 (2.22%) Informatica
6 1 (2.22%) Salesforce