Derivatives
UK

The table below looks at the prevalence of the term Derivative in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that cited Derivative over the 6 months leading up to 18 June 2026, comparing them to the same period in the previous two years.

6 months to
18 Jun 2026
Same period 2025 Same period 2024
Rank 615 321 381
Rank change year-on-year -294 +60 +18
Permanent jobs citing Derivative 119 418 720
As % of all permanent jobs in the UK 0.13% 0.93% 0.66%
As % of the Miscellaneous category 0.50% 2.18% 1.97%
Number of salaries quoted 91 316 674
10th Percentile £67,500 £85,000 £72,500
25th Percentile £90,000 £92,188 £85,000
Median annual salary (50th Percentile) £102,500 £115,000 £115,000
Median % change year-on-year -10.87% - +9.52%
75th Percentile £130,000 £136,250 £148,750
90th Percentile £150,000 £152,500 £165,000
UK excluding London median annual salary £57,500 £67,500 £50,000
% change year-on-year -14.81% +35.00% -31.03%

All Generic Skills
UK

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

Permanent vacancies with a requirement for generic IT skills 23,750 19,210 36,532
As % of all permanent jobs advertised in the UK 25.36% 42.95% 33.59%
Number of salaries quoted 15,126 9,085 23,595
10th Percentile £30,250 £29,750 £28,250
25th Percentile £41,250 £40,000 £38,598
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £97,500
UK excluding London median annual salary £51,356 £50,000 £50,000
% change year-on-year +2.71% - -9.09%

Derivative
Job Vacancy Trend

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

Derivative job vacancy trend in the UK

Derivative
Salary Trend

Salary distribution trend for jobs in the UK citing Derivative.

Salary distribution trend for jobs in the UK citing Derivative

Derivative
Salary Histogram

Salary distribution for jobs citing Derivative over the 6 months to 18 June 2026.

Salary histogram for Derivative in the UK

Derivative
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Derivative within the UK over the 6 months to 18 June 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -284 117 £102,500 -10.87% 80
London -194 115 £102,500 -10.87% 77
Work from Home -191 27 £100,000 -13.04% 34
UK excluding London -100 4 £57,500 -14.81% 31
North West +2 2 £57,500 - 4
North of England -52 2 £57,500 - 5
Scotland +4 1 £50,000 - 1
Northern Ireland -33 1 - - 21

Derivative
Co-Occurring Skills & Capabilities 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 4 (3.36%) SharePoint
2 1 (0.84%) Apache
2 1 (0.84%) Apache Spark
2 1 (0.84%) Jupyter
Applications
1 10 (8.40%) Microsoft Excel
2 4 (3.36%) Microsoft Office
3 1 (0.84%) Microsoft PowerPoint
3 1 (0.84%) Microsoft Project
Business Applications
1 1 (0.84%) BambooHR
Cloud Services
1 19 (15.97%) AWS
2 18 (15.13%) Azure
3 16 (13.45%) GCP
4 13 (10.92%) GitHub
5 4 (3.36%) Microsoft 365
6 2 (1.68%) SaaS
6 2 (1.68%) Snowflake
7 1 (0.84%) Power Platform
7 1 (0.84%) Smartsheet
Communications & Networking
1 17 (14.29%) Multicast
2 4 (3.36%) DHCP
2 4 (3.36%) DNS
2 4 (3.36%) VLAN
3 1 (0.84%) FIX Connectivity
Database & Business Intelligence
1 16 (13.45%) PostgreSQL
2 4 (3.36%) Relational Database
3 3 (2.52%) SQL Server
4 2 (1.68%) Data Warehouse
5 1 (0.84%) Delta Lake
5 1 (0.84%) KDB
5 1 (0.84%) MongoDB
5 1 (0.84%) Power BI
5 1 (0.84%) Redis
Development Applications
1 21 (17.65%) JIRA
2 15 (12.61%) Git
3 1 (0.84%) Postman
3 1 (0.84%) SoapUI
General
1 98 (82.35%) Finance
2 44 (36.97%) Banking
3 36 (30.25%) Front Office
4 28 (23.53%) Analytical Skills
5 22 (18.49%) Social Skills
6 21 (17.65%) Investment Banking
7 17 (14.29%) Inclusion and Diversity
8 9 (7.56%) Financial Institution
9 7 (5.88%) Law
9 7 (5.88%) Retail
10 4 (3.36%) Documentation Skills
10 4 (3.36%) Marketing
11 2 (1.68%) Advertising
11 2 (1.68%) General Ledger
11 2 (1.68%) Legal
11 2 (1.68%) Manufacturing
11 2 (1.68%) Prime Brokerage
12 1 (0.84%) Back Office
12 1 (0.84%) Organisational Skills
Job Titles
1 38 (31.93%) Senior
2 37 (31.09%) Developer
3 31 (26.05%) Software Engineer
4 26 (21.85%) Lead
5 25 (21.01%) Python Engineer
6 21 (17.65%) Python Software Engineer
7 20 (16.81%) Analyst
8 17 (14.29%) C++ Software Engineer
8 17 (14.29%) Lead Developer
8 17 (14.29%) Senior Software Engineer
9 16 (13.45%) Senior C++ Software Engineer
10 12 (10.08%) Developer/Software Engineer
10 12 (10.08%) Lead Software Developer
10 12 (10.08%) Lead Software Engineer
11 11 (9.24%) Python Developer
12 10 (8.40%) Business Analyst
12 10 (8.40%) Senior Developer
13 9 (7.56%) React Developer
14 8 (6.72%) Lead Python Developer
14 8 (6.72%) Risk Analyst
Libraries, Frameworks & Software Standards
1 22 (18.49%) FIX Protocol
2 20 (16.81%) React
3 17 (14.29%) Boost C++ Libraries
3 17 (14.29%) Node.js
3 17 (14.29%) pytest
4 16 (13.45%) Redux
5 2 (1.68%) .NET
5 2 (1.68%) FpML
5 2 (1.68%) JSON
5 2 (1.68%) Kafka
5 2 (1.68%) NumPy
5 2 (1.68%) Pandas
5 2 (1.68%) REST
5 2 (1.68%) RESTful
6 1 (0.84%) AngularJS
6 1 (0.84%) Django
6 1 (0.84%) Flask
6 1 (0.84%) Loki
6 1 (0.84%) WebSockets
6 1 (0.84%) XML
Miscellaneous
1 62 (52.10%) Fixed Income
2 54 (45.38%) Equities
3 23 (19.33%) Foreign Exchange (FX)
4 17 (14.29%) Algorithms
5 10 (8.40%) Market Risk
5 10 (8.40%) OTC Derivatives
6 7 (5.88%) Equity Derivative
6 7 (5.88%) Legacy Systems
7 5 (4.20%) Onboarding
8 4 (3.36%) Virtual Team
8 4 (3.36%) Wiki
9 3 (2.52%) Data Structures
9 3 (2.52%) Reference Data
10 2 (1.68%) Credit Risk
10 2 (1.68%) Hedge funds
10 2 (1.68%) Product Ownership
11 1 (0.84%) Cloud Native
11 1 (0.84%) Energy Derivatives
11 1 (0.84%) Management Information System
11 1 (0.84%) Web Conferencing
Operating Systems
1 21 (17.65%) Linux
2 5 (4.20%) Windows
3 1 (0.84%) Unix
Processes & Methodologies
1 47 (39.50%) Agile
2 40 (33.61%) Software Engineering
3 30 (25.21%) Mentoring
4 27 (22.69%) Computer Science
4 27 (22.69%) Process Improvement
5 26 (21.85%) Mathematics
5 26 (21.85%) Problem-Solving
6 25 (21.01%) Fintech
6 25 (21.01%) Low Latency
6 25 (21.01%) Technical Leadership
7 21 (17.65%) SDLC
8 20 (16.81%) Workflow
9 19 (15.97%) Analytics
9 19 (15.97%) Continuous Integration
9 19 (15.97%) OOP
10 18 (15.13%) Asset Management
10 18 (15.13%) Investment Management
10 18 (15.13%) Stakeholder Management
11 17 (14.29%) Line Management
12 16 (13.45%) Portfolio Management
Programming Languages
1 60 (50.42%) Python
2 31 (26.05%) C++
3 20 (16.81%) TypeScript
4 19 (15.97%) SQL
5 17 (14.29%) JavaScript
6 10 (8.40%) R
7 9 (7.56%) C#
8 8 (6.72%) Java
9 4 (3.36%) PowerShell
9 4 (3.36%) VBA
10 1 (0.84%) Bash
10 1 (0.84%) Rust
10 1 (0.84%) Shell Script
Qualifications
1 16 (13.45%) Degree
2 7 (5.88%) Computer Science Degree
3 1 (0.84%) Master's Degree
3 1 (0.84%) PhD
Quality Assurance & Compliance
1 20 (16.81%) QA
2 14 (11.76%) MiFID
3 8 (6.72%) Basel III
4 6 (5.04%) EMIR
5 4 (3.36%) Actionable Recommendations
5 4 (3.36%) PMO
6 3 (2.52%) Data Quality
7 2 (1.68%) GAAP
7 2 (1.68%) IFRS
7 2 (1.68%) ISO 20022
System Software
1 4 (3.36%) Active Directory
Systems Management
1 4 (3.36%) SCCM
2 1 (0.84%) Grafana
2 1 (0.84%) Prometheus
Vendors
1 12 (10.08%) Microsoft
2 5 (4.20%) Bloomberg
3 4 (3.36%) Atlassian
4 1 (0.84%) Databricks
4 1 (0.84%) Google
4 1 (0.84%) HubSpot
4 1 (0.84%) Oracle
4 1 (0.84%) Reuters
4 1 (0.84%) Salesforce