Derivative Contract Job Trends in Scotland

Derivatives
UK > Scotland

The table below looks at the prevalence of the term Derivative in contract job vacancies in Scotland. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Derivative over the 6 months leading up to 28 March 2026, comparing them to the same period in the previous two years.

6 months to
28 Mar 2026
Same period 2025 Same period 2024
Rank 108 107 132
Rank change year-on-year -1 +25 +28
Contract jobs citing Derivative 3 6 2
As % of all contract jobs in Scotland 0.18% 0.37% 0.087%
As % of the Miscellaneous category 0.53% 0.99% 0.27%
Number of daily rates quoted 1 3 2
10th Percentile - £335 £323
25th Percentile - £361 £338
Median daily rate (50th Percentile) £470 £404 £375
Median % change year-on-year +16.34% +7.73% -46.43%
75th Percentile - - £413
90th Percentile - - £428
UK median daily rate £750 £725 £725
% change year-on-year +3.45% - -3.33%

All Generic Skills
Scotland

Derivative falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring generic IT skills in Scotland.

Contract vacancies with a requirement for generic IT skills 563 608 739
As % of all contract IT jobs advertised in Scotland 33.83% 37.37% 32.24%
Number of daily rates quoted 318 320 417
10th Percentile £215 £200 £200
25th Percentile £358 £381 £400
Median daily rate (50th Percentile) £450 £450 £475
Median % change year-on-year - -5.26% -0.84%
75th Percentile £568 £538 £588
90th Percentile £675 £600 £675
UK median daily rate £503 £525 £530
% change year-on-year -4.29% -0.94% -3.64%
Number of hourly rates quoted 20 26 36
10th Percentile £16.09 £19.13 £15.71
25th Percentile £16.17 £21.00 £16.50
Median hourly rate £22.66 £24.18 £19.50
Median % change year-on-year -6.29% +24.00% +60.49%
75th Percentile £53.75 £26.98 £52.81
90th Percentile £75.00 £31.34 £60.75
UK median hourly rate £41.94 £32.50 £27.50
% change year-on-year +29.05% +18.18% +22.22%

Derivative
Job Vacancy Trend in Scotland

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

Derivative job vacancy trend in Scotland

Derivative
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Derivative.

Contractor daily rate distribution trend for jobs in Scotland citing Derivative

Derivative
Hourly Rate Trend in Scotland

Contractor hourly rate distribution trend for jobs in Scotland citing Derivative.

Contractor hourly rate distribution trend for jobs in Scotland citing Derivative

Derivative
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 Derivative within the Scotland region over the 6 months to 28 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 +4 2 - -
Edinburgh -6 1 £470 -
Derivative
UK

Derivative
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:

Applications
1 1 (33.33%) Microsoft Excel
1 1 (33.33%) MS Visio
Cloud Services
1 1 (33.33%) Amazon S3
1 1 (33.33%) Anthropic Claude
1 1 (33.33%) AWS
1 1 (33.33%) AWS CloudFormation
1 1 (33.33%) AWS CodePipeline
1 1 (33.33%) AWS Lambda
1 1 (33.33%) AWS Step Functions
1 1 (33.33%) ChatGPT
1 1 (33.33%) GitHub
1 1 (33.33%) GitHub Copilot
1 1 (33.33%) OpenShift
1 1 (33.33%) Power Platform
1 1 (33.33%) Serverless
Database & Business Intelligence
1 1 (33.33%) Amazon RDS
1 1 (33.33%) Data Warehouse
1 1 (33.33%) DB2
1 1 (33.33%) Metadata
1 1 (33.33%) MongoDB
1 1 (33.33%) PostgreSQL
1 1 (33.33%) Power BI
1 1 (33.33%) Relational Database
Development Applications
1 1 (33.33%) GitLab
1 1 (33.33%) JIRA
General
1 2 (66.67%) Banking
1 2 (66.67%) Finance
1 2 (66.67%) Investment Banking
2 1 (33.33%) Analytical Skills
2 1 (33.33%) Front Office
2 1 (33.33%) Social Skills
Job Titles
1 1 (33.33%) Data Engineer
1 1 (33.33%) Developer
1 1 (33.33%) Java Developer
Libraries, Frameworks & Software Standards
1 1 (33.33%) AWS CDK
1 1 (33.33%) PostGIS
1 1 (33.33%) REST
Miscellaneous
1 1 (33.33%) Equity Derivative
1 1 (33.33%) Product Ownership
Processes & Methodologies
1 3 (100.00%) Data Governance
1 3 (100.00%) Test Automation
2 2 (66.67%) Agile
2 2 (66.67%) AI
2 2 (66.67%) CI/CD
2 2 (66.67%) Data Lineage
2 2 (66.67%) Risk Management
2 2 (66.67%) Scrum
2 2 (66.67%) TDD
3 1 (33.33%) Code Coverage
3 1 (33.33%) Code Quality
3 1 (33.33%) Collaborative Culture
3 1 (33.33%) Data Management
3 1 (33.33%) Data Pipeline
3 1 (33.33%) End-to-End Testing
3 1 (33.33%) Human-Centred Design
3 1 (33.33%) Inclusive Design
3 1 (33.33%) LLM
3 1 (33.33%) Migration
3 1 (33.33%) Requirements Analysis
Programming Languages
1 2 (66.67%) Python
1 2 (66.67%) SQL
2 1 (33.33%) C++
2 1 (33.33%) Java
Qualifications
1 1 (33.33%) FFIEC
Quality Assurance & Compliance
1 1 (33.33%) Accessibility
1 1 (33.33%) Basel III
1 1 (33.33%) Data Quality
1 1 (33.33%) Disclosure Scotland
1 1 (33.33%) PMO
System Software
1 1 (33.33%) Docker
Systems Management
1 1 (33.33%) Grafana
Vendors
1 1 (33.33%) Alteryx
1 1 (33.33%) CA Agile Central
1 1 (33.33%) IBM
1 1 (33.33%) Sybase