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 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 495 572 707
Rank change year-on-year +77 +135 -165
Contract jobs citing Dimensional Modelling 46 89 92
As % of all contract jobs advertised in England 0.12% 0.18% 0.13%
As % of the Processes & Methodologies category 0.14% 0.20% 0.14%
Number of daily rates quoted 30 62 64
10th Percentile £413 £428 £373
25th Percentile £475 £513 £498
Median daily rate (50th Percentile) £525 £575 £590
Median % change year-on-year -8.70% -2.54% +24.21%
75th Percentile £622 £650 £688
90th Percentile £700 £699 £696
UK median daily rate £525 £575 £583
% change year-on-year -8.70% -1.29% +22.63%
Number of hourly rates quoted 0 2 0
Median hourly rate - £75.00 -
UK median hourly rate - £75.00 -

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 31,929 45,052 64,584
As % of all contract IT jobs advertised in England 86.59% 90.19% 90.80%
Number of daily rates quoted 20,948 31,615 45,896
10th Percentile £300 £325 £331
25th Percentile £413 £445 £425
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +8.04%
75th Percentile £650 £675 £650
90th Percentile £750 £763 £750
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 2,243 1,590 1,753
10th Percentile £12.92 £10.99 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £36.33 £36.40 £24.35
Median % change year-on-year -0.18% +49.47% +3.62%
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK median hourly rate £35.95 £35.80 £25.00
% change year-on-year +0.42% +43.20% +2.04%

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 5 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 5 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 +91 32 £525 -8.70% 11
South East +14 6 £425 -14.14% 1
Midlands +29 5 £700 +28.44% 2
West Midlands +24 5 £700 +28.44% 1
North of England +32 3 £500 -11.11% 2
North West +27 3 £500 -11.11% 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 3 (6.52%) Confluence
2 2 (4.35%) Apache Spark
Applications
1 5 (10.87%) Microsoft Excel
Business Applications
1 1 (2.17%) Oracle Assets
1 1 (2.17%) Oracle BPM
1 1 (2.17%) Oracle Cash Management
1 1 (2.17%) Oracle General Ledger
1 1 (2.17%) Oracle Payables
1 1 (2.17%) Oracle Receivables
Cloud Services
1 29 (63.04%) Power Platform
2 16 (34.78%) Azure
3 11 (23.91%) Azure Data Factory
4 6 (13.04%) AWS
4 6 (13.04%) Serverless
5 5 (10.87%) Azure Synapse Analytics
6 4 (8.70%) Azure DevOps
6 4 (8.70%) Azure Functions
6 4 (8.70%) GCP
7 3 (6.52%) Amazon S3
8 2 (4.35%) Amazon Kinesis
8 2 (4.35%) AWS Lambda
8 2 (4.35%) AWS Step Functions
8 2 (4.35%) PowerApps
9 1 (2.17%) Azure Stack
9 1 (2.17%) Dynamics 365
9 1 (2.17%) IaaS
9 1 (2.17%) OCI
9 1 (2.17%) PaaS
Database & Business Intelligence
1 36 (78.26%) Data Warehouse
2 29 (63.04%) Power BI
3 10 (21.74%) SQL Server
4 9 (19.57%) Data Lake
5 8 (17.39%) Azure SQL Database
5 8 (17.39%) SQL Server Integration Services
5 8 (17.39%) Tableau
6 7 (15.22%) BusinessObjects Business Intelligence
6 7 (15.22%) Geospatial Data
7 6 (13.04%) Amazon RDS
8 4 (8.70%) Amazon Redshift
8 4 (8.70%) Relational Database
9 3 (6.52%) Amazon Athena
9 3 (6.52%) Big Data
9 3 (6.52%) Enterprise Data Warehouse
9 3 (6.52%) SAP Data Services
9 3 (6.52%) Star Schema
10 2 (4.35%) Amazon QuickSight
10 2 (4.35%) DynamoDB
10 2 (4.35%) SQL Server Reporting Services
Development Applications
1 5 (10.87%) JIRA
2 2 (4.35%) ER Studio
2 2 (4.35%) Zephyr
General
1 10 (21.74%) Analytical Skills
2 7 (15.22%) Social Skills
3 5 (10.87%) Finance
4 4 (8.70%) Telecoms
5 1 (2.17%) Advertising
5 1 (2.17%) Inclusion and Diversity
5 1 (2.17%) Law
5 1 (2.17%) Manufacturing
5 1 (2.17%) Presentation Skills
5 1 (2.17%) Public Sector
Job Titles
1 14 (30.43%) Data Engineer
2 11 (23.91%) Architect
2 11 (23.91%) Data Architect
3 10 (21.74%) Analyst
4 8 (17.39%) Developer
5 7 (15.22%) Azure Data Engineer
5 7 (15.22%) Azure Engineer
5 7 (15.22%) Technical Analyst
6 6 (13.04%) Business Analyst
7 5 (10.87%) Technical Business Analyst
8 4 (8.70%) Data Modeller
8 4 (8.70%) Lead
9 3 (6.52%) Business Intelligence Developer
10 2 (4.35%) Customer Analyst
10 2 (4.35%) Customer Insight Analyst
10 2 (4.35%) Data Warehouse Developer
10 2 (4.35%) ETL Developer
10 2 (4.35%) Insight Analyst
10 2 (4.35%) Lead Architect
10 2 (4.35%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 11 (23.91%) XML
2 1 (2.17%) Oracle Fusion
2 1 (2.17%) Web Services
Miscellaneous
1 6 (13.04%) Data Structures
1 6 (13.04%) Management Information System
2 4 (8.70%) Product Ownership
2 4 (8.70%) Smart Meter
3 2 (4.35%) Analytical Mindset
3 2 (4.35%) Data Fabric
3 2 (4.35%) Greenfield Project
4 1 (2.17%) Onboarding
4 1 (2.17%) Reference Data
4 1 (2.17%) Wiki
Operating Systems
1 4 (8.70%) Linux
1 4 (8.70%) Unix
1 4 (8.70%) Windows
2 1 (2.17%) VMS
Processes & Methodologies
1 31 (67.39%) Business Intelligence
2 28 (60.87%) Data Modelling
3 27 (58.70%) ETL
4 20 (43.48%) Analytics
5 15 (32.61%) Agile
6 13 (28.26%) Scrum
7 11 (23.91%) Kimball Methodology
8 9 (19.57%) Kanban
8 9 (19.57%) User Stories
9 8 (17.39%) Data Management
10 7 (15.22%) Data Analytics
10 7 (15.22%) Data Science
10 7 (15.22%) Migration
10 7 (15.22%) Project Management
10 7 (15.22%) Root Cause Analysis
10 7 (15.22%) User Acceptance Testing
11 6 (13.04%) Data Governance
11 6 (13.04%) DevOps
11 6 (13.04%) ETL Development
11 6 (13.04%) Mentoring
Programming Languages
1 28 (60.87%) SQL
2 7 (15.22%) PL/SQL
2 7 (15.22%) XPath
2 7 (15.22%) XQuery
3 6 (13.04%) Python
4 3 (6.52%) T-SQL
5 1 (2.17%) Data Analysis Expressions
5 1 (2.17%) Java
5 1 (2.17%) Scala
Qualifications
1 8 (17.39%) Security Cleared
2 3 (6.52%) Degree
3 1 (2.17%) Computer Science Degree
3 1 (2.17%) SC Cleared
Quality Assurance & Compliance
1 13 (28.26%) Data Quality
2 4 (8.70%) GDPR
Vendors
1 17 (36.96%) Microsoft
2 10 (21.74%) Oracle
2 10 (21.74%) SAP
3 8 (17.39%) Databricks
4 5 (10.87%) Ab Initio
4 5 (10.87%) Autodesk
5 3 (6.52%) Google
6 2 (4.35%) IDERA
7 1 (2.17%) Informatica
7 1 (2.17%) Salesforce