Dimensional Modelling Contract Job Trends in Scotland

Dimensional Modelling
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Dimensional Modelling skills. It covers contract job vacancies from the 6 months leading up to 5 March 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Mar 2026
Same period 2025 Same period 2024
Rank 103 121 -
Rank change year-on-year +18 - -
Contract jobs citing Dimensional Modelling 6 1 0
As % of all contract jobs in Scotland 0.37% 0.059% -
As % of the Processes & Methodologies category 0.44% 0.064% -
Number of daily rates quoted 3 1 0
10th Percentile £475 - -
25th Percentile £494 - -
Median daily rate (50th Percentile) £550 £575 -
Median % change year-on-year -4.35% - -
75th Percentile £581 - -
90th Percentile £585 - -
UK median daily rate £525 £588 £525
% change year-on-year -10.64% +11.90% -4.55%

All Process & Methodology Skills
Scotland

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 Scotland.

Contract vacancies with a requirement for process or methodology skills 1,364 1,569 2,036
As % of all contract IT jobs advertised in Scotland 83.89% 92.51% 88.18%
Number of daily rates quoted 764 947 1,240
10th Percentile £240 £242 £263
25th Percentile £375 £363 £400
Median daily rate (50th Percentile) £450 £450 £475
Median % change year-on-year - -5.26% -
75th Percentile £570 £538 £588
90th Percentile £663 £625 £685
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 93 44 88
10th Percentile £12.60 £16.75 £13.03
25th Percentile £13.93 £20.12 £16.19
Median hourly rate £20.00 £23.00 £20.57
Median % change year-on-year -13.04% +11.81% +16.08%
75th Percentile £50.00 £24.18 £54.41
90th Percentile £64.87 £32.52 £63.15
UK median hourly rate £28.00 £32.50 £32.85
% change year-on-year -13.85% -1.05% -6.16%

Dimensional Modelling
Job Vacancy Trend in Scotland

Historical trend showing the proportion of contract IT job postings citing Dimensional Modelling relative to all contract IT jobs advertised in Scotland.

Dimensional Modelling job vacancy trend in Scotland

Dimensional Modelling
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Dimensional Modelling.

Contractor daily rate distribution trend for jobs in Scotland citing Dimensional Modelling

Dimensional Modelling
Contract Job Locations in Scotland

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 Scotland region over the 6 months to 5 March 2026. 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
Glasgow - 5 £550 - 3
Edinburgh +3 1 £525 -8.70% 3
Dimensional Modelling
UK

Dimensional Modelling
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 3 (50.00%) Azure
2 2 (33.33%) Azure Data Factory
2 2 (33.33%) Azure Synapse Analytics
2 2 (33.33%) Dynamics 365
2 2 (33.33%) Microsoft Purview
2 2 (33.33%) Power Platform
Database & Business Intelligence
1 5 (83.33%) Metadata
2 3 (50.00%) Data Vault
2 3 (50.00%) Snowflake Schema
3 2 (33.33%) Azure SQL Database
3 2 (33.33%) Data Lake
3 2 (33.33%) Data Warehouse
3 2 (33.33%) Power BI
3 2 (33.33%) SQL Server
3 2 (33.33%) SQL Server Reporting Services
4 1 (16.67%) Delta Lake
General
1 3 (50.00%) Aviation
1 3 (50.00%) Banking
1 3 (50.00%) Finance
1 3 (50.00%) Investment Banking
2 2 (33.33%) Documentation Skills
3 1 (16.67%) Analytical Skills
3 1 (16.67%) Legal
3 1 (16.67%) Social Skills
Job Titles
1 3 (50.00%) Data Modeller
2 2 (33.33%) Architect
2 2 (33.33%) Data Architect
2 2 (33.33%) Finance Modeller
2 2 (33.33%) Solutions Architect
3 1 (16.67%) Data Engineer
3 1 (16.67%) Senior
3 1 (16.67%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 3 (50.00%) REST
2 2 (33.33%) SOAP
3 1 (16.67%) PySpark
Miscellaneous
1 3 (50.00%) Cloud Native
Processes & Methodologies
1 6 (100.00%) Analytics
2 5 (83.33%) Data Modelling
3 4 (66.67%) Data Transformation
4 3 (50.00%) Data Governance
4 3 (50.00%) ETL
4 3 (50.00%) Logical Data Model
4 3 (50.00%) Migration
4 3 (50.00%) Physical Data Model
5 2 (33.33%) API Integration
5 2 (33.33%) Business Intelligence
5 2 (33.33%) Conceptual Models
5 2 (33.33%) Data Integration
5 2 (33.33%) Data Lineage
5 2 (33.33%) Data Migration
5 2 (33.33%) Data Privacy
5 2 (33.33%) Data Security
5 2 (33.33%) ERP
5 2 (33.33%) Information Architecture
5 2 (33.33%) Regulatory Compliance
5 2 (33.33%) Stakeholder Engagement
Programming Languages
1 3 (50.00%) SQL
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
2 2 (33.33%) GDPR
3 1 (16.67%) QA
Vendors
1 2 (33.33%) Microsoft
2 1 (16.67%) Databricks