Analytical Modelling Contract Job Trends in Scotland

Analytical Modelling
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Analytical Modelling skills. It covers contract job vacancies from the 6 months leading up to 18 September 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2026
Same period 2025 Same period 2024
Rank 139 - -
Rank change year-on-year - - -
Contract jobs citing Analytical Modelling 3 0 0
As % of all contract jobs in Scotland 0.13% - -
As % of the Processes & Methodologies category 0.15% - -
Number of daily rates quoted 1 0 0
10th Percentile - - -
25th Percentile £425 - -
Median daily rate (50th Percentile) £450 - -
75th Percentile £475 - -
90th Percentile - - -
UK median daily rate £525 £549 £494
% change year-on-year -4.28% +11.09% -10.23%

All Process & Methodology Skills
Scotland

Analytical 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 1,993 1,456 1,621
As % of all contract IT jobs advertised in Scotland 83.99% 91.29% 86.55%
Number of daily rates quoted 1,056 801 983
10th Percentile £263 £263 £213
25th Percentile £377 £388 £363
Median daily rate (50th Percentile) £473 £465 £450
Median % change year-on-year +1.61% +3.33% -5.26%
75th Percentile £564 £538 £552
90th Percentile £675 £606 £675
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -2.78%
Number of hourly rates quoted 133 104 48
10th Percentile - £16.84 £12.30
25th Percentile £13.45 £17.87 £14.88
Median hourly rate £16.86 £20.00 £20.94
Median % change year-on-year -15.70% -4.48% +6.88%
75th Percentile £35.00 £25.15 £24.43
90th Percentile £63.00 £37.00 £50.10
UK median hourly rate £40.00 £25.15 £43.00
% change year-on-year +59.05% -41.51% -1.91%

Analytical Modelling
Job Vacancy Trend in Scotland

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

Analytical Modelling job vacancy trend in Scotland

Analytical Modelling
Daily Rate Trend in Scotland

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

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

Analytical 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 Analytical Modelling within the Scotland region over the 6 months to 18 September 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 - 2 £450 -
Analytical Modelling
UK

Analytical 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 1 (33.33%) AWS
1 1 (33.33%) Power Platform
1 1 (33.33%) SaaS
1 1 (33.33%) Snowflake
Database & Business Intelligence
1 1 (33.33%) Data Warehouse
1 1 (33.33%) Power BI
1 1 (33.33%) Relational Database
1 1 (33.33%) Snowflake Schema
Development Applications
1 1 (33.33%) JIRA
General
1 3 (100.00%) Analytical Skills
2 2 (66.67%) Social Skills
3 1 (33.33%) Documentation Skills
3 1 (33.33%) Finance
3 1 (33.33%) Public Sector
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Architect
1 1 (33.33%) Data Engineer
1 1 (33.33%) Infrastructure Architect
1 1 (33.33%) Integration Analyst
1 1 (33.33%) Senior
1 1 (33.33%) Senior Data Engineer
1 1 (33.33%) Systems Analyst
1 1 (33.33%) Systems Integration Analyst
Libraries, Frameworks & Software Standards
1 1 (33.33%) OpenAPI
1 1 (33.33%) REST
1 1 (33.33%) Swagger
Miscellaneous
1 1 (33.33%) AI Agents
1 1 (33.33%) Data Protection Act
1 1 (33.33%) Data Structures
1 1 (33.33%) IoT
1 1 (33.33%) Product Ownership
Processes & Methodologies
1 3 (100.00%) Agile
2 2 (66.67%) AI
2 2 (66.67%) Continuous Improvement
3 1 (33.33%) Actionable Insight
3 1 (33.33%) Analytical Thinking
3 1 (33.33%) Analytics
3 1 (33.33%) API Design
3 1 (33.33%) Architectural Patterns
3 1 (33.33%) Business Analysis
3 1 (33.33%) Cloud Security
3 1 (33.33%) Data Engineering
3 1 (33.33%) Data Modelling
3 1 (33.33%) Decision-Making
3 1 (33.33%) Human-in-the-Loop
3 1 (33.33%) Machine Learning
3 1 (33.33%) Problem-Solving
3 1 (33.33%) Risk Management
3 1 (33.33%) Software Engineering
3 1 (33.33%) Strategic Thinking
3 1 (33.33%) Workflow
Programming Languages
1 1 (33.33%) Data Analysis Expressions
1 1 (33.33%) PowerShell
1 1 (33.33%) Python
1 1 (33.33%) SQL
Qualifications
1 1 (33.33%) AWS Certification
1 1 (33.33%) Computer Science Degree
1 1 (33.33%) Degree
1 1 (33.33%) IIBA
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
Vendors
1 1 (33.33%) Microsoft