Derivative Contract Job Trends

Derivatives
UK

The table below looks at the prevalence of the term Derivative in contract job vacancies. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Derivative over the 6 months leading up to 6 December 2025, comparing them to the same period in the previous two years.

6 months to
6 Dec 2025
Same period 2024 Same period 2023
Rank 342 227 240
Rank change year-on-year -115 +13 +15
Contract jobs citing Derivative 264 399 458
As % of all contract jobs in the UK 0.72% 1.11% 1.01%
As % of the Miscellaneous category 2.05% 3.52% 3.20%
Number of daily rates quoted 202 309 417
10th Percentile £491 £600 £550
25th Percentile £575 £644 £613
Median daily rate (50th Percentile) £725 £775 £700
Median % change year-on-year -6.45% +10.71% -
75th Percentile £850 £888 £838
90th Percentile £999 - £950
UK excluding London median daily rate £448 £600 £538
% change year-on-year -25.42% +11.63% +10.26%
Number of hourly rates quoted 1 1 0
10th Percentile - - -
25th Percentile £86.25 £76.25 -
Median hourly rate £87.50 £77.50 -
Median % change year-on-year +12.90% - -
75th Percentile £88.75 £78.75 -
90th Percentile - - -
UK excluding London median hourly rate - - -

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 contract job vacancies requiring generic IT skills.

Contract vacancies with a requirement for generic IT skills 12,908 11,342 14,323
As % of all contract IT jobs advertised in the UK 35.41% 31.52% 31.66%
Number of daily rates quoted 8,037 6,717 9,588
10th Percentile £275 £275 £270
25th Percentile £406 £411 £415
Median daily rate (50th Percentile) £501 £538 £550
Median % change year-on-year -6.75% -2.27% -
75th Percentile £630 £663 £669
90th Percentile £738 £780 £770
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 655 369 496
10th Percentile £13.50 £16.83 £16.67
25th Percentile £17.99 £22.50 £20.50
Median hourly rate £26.50 £34.50 £42.50
Median % change year-on-year -23.19% -18.82% +21.43%
75th Percentile £56.00 £65.00 £65.00
90th Percentile £74.26 £75.16 £77.50
UK excluding London median hourly rate £26.50 £32.50 £45.21
% change year-on-year -18.46% -28.11% +53.25%

Derivative
Job Vacancy Trend

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

Derivative job vacancy trend in the UK

Derivative
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Derivative.

Contractor daily rate distribution trend for jobs in the UK citing Derivative

Derivative
Daily Rate Histogram

Daily rate distribution for jobs citing Derivative over the 6 months to 6 December 2025.

Daily rate histogram for Derivative in the UK

Derivative
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Derivative.

Contractor hourly rate distribution trend for jobs in the UK citing Derivative

Derivative
Top 11 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Derivative within the UK over the 6 months to 6 December 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
England -96 254 £750 -3.54% 63
London -62 249 £750 -3.85% 60
Work from Home -101 92 £750 -6.25% 31
UK excluding London -44 12 £448 -25.42% 24
Scotland +7 5 £470 - 1
Northern Ireland -5 3 £320 +6.67% 2
North of England -44 3 £525 -12.50% 2
Midlands - 3 £525 -
Yorkshire - 3 £525 -
West Midlands - 2 £525 -
East Midlands - 1 £375 -

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 28 (10.61%) Apache
1 28 (10.61%) Apache Airflow
2 12 (4.55%) Confluence
3 7 (2.65%) Apache Spark
4 4 (1.52%) HCL Notes
4 4 (1.52%) SharePoint
5 2 (0.76%) IIS
6 1 (0.38%) MQSeries
6 1 (0.38%) Tomcat
6 1 (0.38%) WebSphere
Applications
1 20 (7.58%) Microsoft Excel
2 5 (1.89%) Microsoft Office
3 4 (1.52%) Microsoft Project
4 3 (1.14%) Microsoft PowerPoint
5 1 (0.38%) MS Visio
Business Applications
1 8 (3.03%) Aladdin
2 4 (1.52%) Fidessa
2 4 (1.52%) thinkFolio
3 2 (0.76%) Algo Collateral
3 2 (0.76%) Bloomberg TOMS
4 1 (0.38%) Endur
4 1 (0.38%) ION MarketView
4 1 (0.38%) Markit EDM
4 1 (0.38%) Orchestrade
Cloud Services
1 62 (23.48%) AWS
2 33 (12.50%) Azure
3 31 (11.74%) Snowflake
4 28 (10.61%) dbt
5 16 (6.06%) Power Platform
6 9 (3.41%) Serverless
7 7 (2.65%) Azure DevOps
8 5 (1.89%) Amazon S3
8 5 (1.89%) AWS Lambda
8 5 (1.89%) npm
8 5 (1.89%) Yarn
9 4 (1.52%) Azure Cosmos DB
9 4 (1.52%) Azure Logic Apps
9 4 (1.52%) Azure Service Bus
9 4 (1.52%) GCP
9 4 (1.52%) Power Automate
9 4 (1.52%) PowerApps
10 3 (1.14%) Amazon ECS
11 2 (0.76%) OpenShift
11 2 (0.76%) SaaS
Communications & Networking
1 4 (1.52%) Multicast
2 3 (1.14%) FIX Connectivity
3 2 (0.76%) TCP/IP
Database & Business Intelligence
1 29 (10.98%) Data Lake
2 28 (10.61%) Amazon Athena
2 28 (10.61%) Apache Arrow
2 28 (10.61%) Apache Iceberg
2 28 (10.61%) Apache Ignite
2 28 (10.61%) Dremio
3 22 (8.33%) SQL Server
4 20 (7.58%) PostgreSQL
5 16 (6.06%) Power BI
6 7 (2.65%) NoSQL
7 6 (2.27%) Redis
8 5 (1.89%) Tableau
9 4 (1.52%) Big Data
9 4 (1.52%) KDB
10 3 (1.14%) Amazon RDS
10 3 (1.14%) Data Warehouse
10 3 (1.14%) Power Query
11 2 (0.76%) Data Mart
11 2 (0.76%) Oracle Database
11 2 (0.76%) Relational Database
Development Applications
1 15 (5.68%) Git
2 13 (4.92%) JIRA
3 10 (3.79%) Jenkins
4 7 (2.65%) Octopus Deploy
5 5 (1.89%) GitLab
5 5 (1.89%) Visual Studio
5 5 (1.89%) webpack
6 4 (1.52%) Maven
7 3 (1.14%) Gradle
7 3 (1.14%) IntelliJ
8 2 (0.76%) Cucumber
9 1 (0.38%) Crucible
9 1 (0.38%) Eclipse
9 1 (0.38%) Hudson
9 1 (0.38%) JUnit
9 1 (0.38%) TeamCity
General
1 209 (79.17%) Finance
2 157 (59.47%) Banking
3 122 (46.21%) Front Office
4 113 (42.80%) Investment Banking
5 81 (30.68%) Social Skills
6 39 (14.77%) Analytical Skills
7 23 (8.71%) Financial Institution
8 10 (3.79%) Back Office
9 5 (1.89%) Influencing Skills
9 5 (1.89%) Organisational Skills
10 4 (1.52%) Documentation Skills
11 3 (1.14%) Law
11 3 (1.14%) Presentation Skills
12 2 (0.76%) Inclusion and Diversity
12 2 (0.76%) Legal
13 1 (0.38%) Corporate Banking
13 1 (0.38%) Prime Brokerage
13 1 (0.38%) Public Sector
Job Titles
1 98 (37.12%) Developer
2 73 (27.65%) Senior
3 59 (22.35%) Analyst
4 38 (14.39%) Business Analyst
5 34 (12.88%) Java Developer
5 34 (12.88%) Senior Developer
6 30 (11.36%) Java Engineer
6 30 (11.36%) Software Engineer
7 29 (10.98%) Java Software Engineer
8 28 (10.61%) AWS Engineer
8 28 (10.61%) AWS Software Engineer
8 28 (10.61%) Python Engineer
8 28 (10.61%) Python Software Engineer
9 27 (10.23%) Senior Java Engineer
9 27 (10.23%) Senior Java Software Engineer
9 27 (10.23%) Senior Software Engineer
10 21 (7.95%) Senior Java Developer
11 18 (6.82%) Analytics Developer
11 18 (6.82%) AWS Developer
11 18 (6.82%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 31 (11.74%) NumPy
1 31 (11.74%) Pandas
1 31 (11.74%) SciPy
2 29 (10.98%) Protocol Buffers
3 28 (10.61%) gRPC
4 22 (8.33%) Kafka
5 17 (6.44%) FIX Protocol
6 16 (6.06%) .NET
7 11 (4.17%) React
8 9 (3.41%) Spring
9 8 (3.03%) CSS
9 8 (3.03%) REST
10 7 (2.65%) Dask
10 7 (2.65%) RESTful
11 5 (1.89%) HTML
11 5 (1.89%) RabbitMQ
11 5 (1.89%) XML
12 4 (1.52%) .NET Core
12 4 (1.52%) .NET Framework
12 4 (1.52%) Middleware
Miscellaneous
1 83 (31.44%) Equities
2 79 (29.92%) Fixed Income
2 79 (29.92%) Foreign Exchange (FX)
3 38 (14.39%) Hedge funds
4 31 (11.74%) Equity Derivative
5 28 (10.61%) Pricing Data
6 25 (9.47%) Market Risk
7 19 (7.20%) Product Ownership
8 18 (6.82%) Management Information System
9 16 (6.06%) Distributed Systems
10 15 (5.68%) Algorithms
11 13 (4.92%) Cloud Native
11 13 (4.92%) Data Protection Act
12 12 (4.55%) Credit Risk
13 10 (3.79%) Interest Rate Derivative
13 10 (3.79%) Onboarding
14 9 (3.41%) Distributed Computing
14 9 (3.41%) OTC Derivatives
15 8 (3.03%) Credit Derivative
16 7 (2.65%) Analytical Mindset
Operating Systems
1 16 (6.06%) Linux
2 8 (3.03%) Unix
3 7 (2.65%) Windows
4 1 (0.38%) Windows Server
Processes & Methodologies
1 99 (37.50%) Agile
2 57 (21.59%) Risk Management
3 50 (18.94%) Analytics
4 48 (18.18%) Mathematics
5 42 (15.91%) Software Engineering
6 35 (13.26%) Problem-Solving
7 33 (12.50%) CI/CD
8 32 (12.12%) Asset Management
9 29 (10.98%) DevOps
9 29 (10.98%) Stakeholder Management
10 28 (10.61%) Investment Management
11 27 (10.23%) TDD
12 26 (9.85%) Physics
13 25 (9.47%) Computer Science
14 22 (8.33%) User Acceptance Testing
14 22 (8.33%) Validation
15 21 (7.95%) Design Patterns
16 20 (7.58%) Data Pipeline
16 20 (7.58%) Electronic Trading
16 20 (7.58%) Low Latency
Programming Languages
1 112 (42.42%) Python
2 77 (29.17%) Java
3 73 (27.65%) SQL
4 38 (14.39%) C++
5 37 (14.02%) C#
5 37 (14.02%) JavaScript
6 36 (13.64%) TypeScript
7 6 (2.27%) VBA
8 4 (1.52%) PowerShell
9 3 (1.14%) Perl
10 1 (0.38%) Bash
10 1 (0.38%) Data Analysis Expressions
10 1 (0.38%) R
10 1 (0.38%) Scala
10 1 (0.38%) VC++
Qualifications
1 53 (20.08%) Degree
2 27 (10.23%) Master's Degree
3 16 (6.06%) PhD
4 12 (4.55%) Computer Science Degree
5 10 (3.79%) Numerate Degree
6 3 (1.14%) PMI Certification
6 3 (1.14%) PMP
7 2 (0.76%) ISTQB
8 1 (0.38%) Security Cleared
Quality Assurance & Compliance
1 15 (5.68%) QA
2 12 (4.55%) EMIR
2 12 (4.55%) MiFID
3 10 (3.79%) Data Quality
4 6 (2.27%) SLA
5 4 (1.52%) Basel III
5 4 (1.52%) GDPR
5 4 (1.52%) IFRS
6 3 (1.14%) IAS 32
6 3 (1.14%) IAS 39
6 3 (1.14%) IFRS 9
6 3 (1.14%) PMO
7 1 (0.38%) Accessibility
7 1 (0.38%) Disclosure Scotland
7 1 (0.38%) Dodd-Frank
7 1 (0.38%) FINRA
7 1 (0.38%) HIPAA
7 1 (0.38%) ISO 20022
7 1 (0.38%) SEPA
7 1 (0.38%) Software Quality Assurance
System Software
1 7 (2.65%) Docker
Systems Management
1 7 (2.65%) Kubernetes
2 5 (1.89%) Ansible
3 3 (1.14%) Thomson Reuters DACS
4 2 (0.76%) Grafana
4 2 (0.76%) ITRS Geneos
5 1 (0.38%) Terraform
5 1 (0.38%) ZABBIX
Vendors
1 16 (6.06%) Bloomberg
1 16 (6.06%) Murex
2 14 (5.30%) Microsoft
3 8 (3.03%) Calypso
4 7 (2.65%) ION Trading
4 7 (2.65%) Oracle
5 6 (2.27%) Databricks
5 6 (2.27%) Sophis
5 6 (2.27%) Tradeweb
6 4 (1.52%) Lotus
6 4 (1.52%) Portware
6 4 (1.52%) Reuters
7 3 (1.14%) Atlassian
7 3 (1.14%) Charles River
7 3 (1.14%) NYFIX
7 3 (1.14%) Refinitiv
7 3 (1.14%) Splunk
8 2 (0.76%) AppDynamics
8 2 (0.76%) IBM
8 2 (0.76%) SmartStream