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 7 November 2025, comparing them to the same period in the previous two years.

6 months to
7 Nov 2025
Same period 2024 Same period 2023
Rank 103 117 137
Rank change year-on-year +14 +20 +36
Contract jobs citing Derivative 5 1 5
As % of all contract jobs in Scotland 0.31% 0.055% 0.21%
As % of the Miscellaneous category 0.80% 0.16% 0.57%
Number of daily rates quoted 2 0 2
10th Percentile £421 - £323
25th Percentile £434 - £338
Median daily rate (50th Percentile) £463 - £375
75th Percentile £484 - £413
90th Percentile £494 - £428
UK median daily rate £750 £800 £700
% change year-on-year -6.25% +14.29% -

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 627 622 870
As % of all contract IT jobs advertised in Scotland 39.04% 34.35% 36.48%
Number of daily rates quoted 352 340 540
10th Percentile £181 £190 £250
25th Percentile £350 £356 £400
Median daily rate (50th Percentile) £449 £450 £500
Median % change year-on-year -0.33% -10.00% +5.15%
75th Percentile £530 £538 £588
90th Percentile £599 £675 £700
UK median daily rate £513 £525 £550
% change year-on-year -2.38% -4.55% -
Number of hourly rates quoted 17 25 22
10th Percentile £14.87 £14.79 £11.80
25th Percentile £16.25 £18.50 £17.72
Median hourly rate £25.15 £23.59 £19.34
Median % change year-on-year +6.61% +21.98% -22.64%
75th Percentile £57.50 £24.18 £54.38
90th Percentile £64.60 £36.10 £60.99
UK median hourly rate £27.00 £40.00 £44.50
% change year-on-year -32.50% -10.11% +64.94%

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 7 November 2025. 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
Edinburgh +8 4 £425 - 8
Glasgow - 1 £500 -
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:

Application Platforms
1 2 (40.00%) Confluence
Database & Business Intelligence
1 1 (20.00%) DB2
Development Applications
1 1 (20.00%) JIRA
1 1 (20.00%) JUnit
General
1 3 (60.00%) Analytical Skills
1 3 (60.00%) Finance
1 3 (60.00%) Social Skills
2 2 (40.00%) Presentation Skills
3 1 (20.00%) Banking
3 1 (20.00%) Front Office
Job Titles
1 4 (80.00%) Analyst
1 4 (80.00%) Business Analyst
2 2 (40.00%) Data Business Analyst
2 2 (40.00%) Product Analyst
2 2 (40.00%) Product Business Analyst
2 2 (40.00%) Product Owner
3 1 (20.00%) Developer
3 1 (20.00%) Java Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) J2SE
1 1 (20.00%) JMS
1 1 (20.00%) Spring
Miscellaneous
1 4 (80.00%) Product Ownership
2 2 (40.00%) Data Protection Act
2 2 (40.00%) Equities
2 2 (40.00%) Fixed Income
2 2 (40.00%) OTC Derivatives
2 2 (40.00%) Self-Motivation
3 1 (20.00%) Equity Derivative
Operating Systems
1 1 (20.00%) Linux
1 1 (20.00%) Unix
Processes & Methodologies
1 5 (100.00%) Agile
2 3 (60.00%) Stakeholder Management
3 2 (40.00%) Analytical Thinking
3 2 (40.00%) BDD
3 2 (40.00%) Business Analysis
3 2 (40.00%) Data Analysis
3 2 (40.00%) Data Architecture
3 2 (40.00%) Data Governance
3 2 (40.00%) Data Modelling
3 2 (40.00%) Data Protection
3 2 (40.00%) Data Security
3 2 (40.00%) Migration
3 2 (40.00%) Project Delivery
3 2 (40.00%) SDLC
3 2 (40.00%) Waterfall
4 1 (20.00%) Database Tuning
4 1 (20.00%) OO
4 1 (20.00%) OOD
4 1 (20.00%) Performance Tuning
4 1 (20.00%) Problem-Solving
Programming Languages
1 1 (20.00%) Java
1 1 (20.00%) Perl
1 1 (20.00%) SQL
Vendors
1 2 (40.00%) Bloomberg
1 2 (40.00%) Reuters
2 1 (20.00%) Sybase