Derivative Contract Job Trends in England

Derivatives
UK > England

The table below looks at the prevalence of the term Derivative in contract job vacancies in England. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Derivative over the 6 months leading up to 22 November 2025, comparing them to the same period in the previous two years.

6 months to
22 Nov 2025
Same period 2024 Same period 2023
Rank 308 203 210
Rank change year-on-year -105 +7 +18
Contract jobs citing Derivative 250 385 460
As % of all contract jobs in England 0.82% 1.23% 1.16%
As % of the Miscellaneous category 2.24% 3.91% 3.60%
Number of daily rates quoted 196 301 420
10th Percentile £513 £600 £550
25th Percentile £612 £644 £625
Median daily rate (50th Percentile) £750 £800 £700
Median % change year-on-year -6.25% +14.29% -
75th Percentile £875 £881 £838
90th Percentile £994 £888 £953
UK median daily rate £750 £800 £700
% change year-on-year -6.25% +14.29% -
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 median hourly rate £87.50 £77.50 -
% change year-on-year +12.90% - -

All Generic Skills
England

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 England.

Contract vacancies with a requirement for generic IT skills 11,157 9,855 12,772
As % of all contract IT jobs advertised in England 36.49% 31.52% 32.30%
Number of daily rates quoted 6,985 5,886 8,682
10th Percentile £285 £295 £275
25th Percentile £408 £413 £425
Median daily rate (50th Percentile) £520 £550 £550
Median % change year-on-year -5.45% - -2.65%
75th Percentile £638 £675 £675
90th Percentile £750 £800 £775
UK median daily rate £510 £538 £550
% change year-on-year -5.12% -2.27% -
Number of hourly rates quoted 599 315 461
10th Percentile £14.10 £16.51 £17.00
25th Percentile £18.39 £23.99 £21.25
Median hourly rate £29.27 £45.00 £45.00
Median % change year-on-year -34.96% - +36.36%
75th Percentile £57.25 £70.00 £65.00
90th Percentile £75.00 £75.16 £78.00
UK median hourly rate £27.33 £35.00 £44.50
% change year-on-year -21.91% -21.35% +36.92%

Derivative
Job Vacancy Trend in England

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

Derivative job vacancy trend in England

Derivative
Daily Rate Trend in England

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

Contractor daily rate distribution trend for jobs in England citing Derivative

Derivative
Daily Rate Histogram in England

Daily rate distribution for jobs citing Derivative in England over the 6 months to 22 November 2025.

Daily rate histogram for Derivative in England

Derivative
Hourly Rate Trend in England

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

Contractor hourly rate distribution trend for jobs in England citing Derivative

Derivative
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Derivative within the England region over the 6 months to 22 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
London -53 242 £750 -6.25% 128
North of England -33 6 £569 -9.04% 1
Yorkshire - 4 £525 -
Midlands - 3 £525 -
North West -25 2 £612 -2.08% 1
West Midlands - 2 £525 -
East Midlands - 1 £375 -
Derivative
UK

Derivative
Co-Occurring Skills & Capabilities in England 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 32 (12.80%) Apache
1 32 (12.80%) Apache Airflow
2 11 (4.40%) Confluence
3 7 (2.80%) Apache Spark
4 4 (1.60%) HCL Notes
4 4 (1.60%) SharePoint
5 2 (0.80%) IIS
6 1 (0.40%) MQSeries
6 1 (0.40%) Tomcat
6 1 (0.40%) WebSphere
Applications
1 17 (6.80%) Microsoft Excel
2 4 (1.60%) Microsoft Office
3 3 (1.20%) Microsoft Project
4 1 (0.40%) Microsoft PowerPoint
Business Applications
1 8 (3.20%) Aladdin
2 4 (1.60%) Fidessa
2 4 (1.60%) thinkFolio
3 2 (0.80%) Algo Collateral
3 2 (0.80%) Kondor
4 1 (0.40%) Bloomberg TOMS
4 1 (0.40%) Endur
4 1 (0.40%) ION MarketView
4 1 (0.40%) Markit EDM
4 1 (0.40%) Orchestrade
Cloud Services
1 64 (25.60%) AWS
2 35 (14.00%) Snowflake
3 32 (12.80%) dbt
4 31 (12.40%) Azure
5 16 (6.40%) Power Platform
6 6 (2.40%) Azure DevOps
6 6 (2.40%) Serverless
7 4 (1.60%) Azure Cosmos DB
7 4 (1.60%) Azure Logic Apps
7 4 (1.60%) Azure Service Bus
7 4 (1.60%) GCP
7 4 (1.60%) npm
7 4 (1.60%) Power Automate
7 4 (1.60%) PowerApps
7 4 (1.60%) Yarn
8 2 (0.80%) Amazon S3
8 2 (0.80%) AWS Lambda
8 2 (0.80%) SaaS
9 1 (0.40%) Azure Machine Learning
9 1 (0.40%) OpenShift
Communications & Networking
1 6 (2.40%) TCP/IP
2 4 (1.60%) Multicast
3 2 (0.80%) FIX Connectivity
Database & Business Intelligence
1 32 (12.80%) Amazon Athena
1 32 (12.80%) Apache Arrow
1 32 (12.80%) Apache Iceberg
1 32 (12.80%) Apache Ignite
1 32 (12.80%) Data Lake
1 32 (12.80%) Dremio
2 24 (9.60%) SQL Server
3 20 (8.00%) PostgreSQL
4 16 (6.40%) Power BI
5 11 (4.40%) NoSQL
6 6 (2.40%) Redis
7 5 (2.00%) Tableau
8 4 (1.60%) Big Data
8 4 (1.60%) KDB
8 4 (1.60%) Relational Database
9 3 (1.20%) Power Query
10 2 (0.80%) Amazon RDS
10 2 (0.80%) Data Warehouse
10 2 (0.80%) Metadata
11 1 (0.40%) RDBMS
Development Applications
1 13 (5.20%) JIRA
2 12 (4.80%) Git
3 7 (2.80%) Jenkins
3 7 (2.80%) Octopus Deploy
4 4 (1.60%) GitLab
4 4 (1.60%) Maven
4 4 (1.60%) webpack
5 3 (1.20%) Gradle
5 3 (1.20%) IntelliJ
5 3 (1.20%) Visual Studio
6 2 (0.80%) Cucumber
7 1 (0.40%) Crucible
7 1 (0.40%) Eclipse
7 1 (0.40%) Hudson
7 1 (0.40%) TeamCity
General
1 199 (79.60%) Finance
2 150 (60.00%) Banking
3 123 (49.20%) Front Office
4 116 (46.40%) Investment Banking
5 71 (28.40%) Social Skills
6 36 (14.40%) Analytical Skills
7 24 (9.60%) Financial Institution
8 10 (4.00%) Back Office
9 5 (2.00%) Influencing Skills
10 4 (1.60%) Organisational Skills
11 3 (1.20%) Law
11 3 (1.20%) Presentation Skills
12 2 (0.80%) Inclusion and Diversity
12 2 (0.80%) Legal
13 1 (0.40%) Corporate Banking
13 1 (0.40%) Documentation Skills
13 1 (0.40%) Prime Brokerage
13 1 (0.40%) Public Sector
Job Titles
1 95 (38.00%) Developer
2 78 (31.20%) Senior
3 57 (22.80%) Analyst
4 34 (13.60%) Java Engineer
4 34 (13.60%) Senior Developer
4 34 (13.60%) Software Engineer
5 33 (13.20%) Java Software Engineer
6 32 (12.80%) AWS Engineer
6 32 (12.80%) AWS Software Engineer
6 32 (12.80%) Business Analyst
6 32 (12.80%) Java Developer
6 32 (12.80%) Python Engineer
6 32 (12.80%) Python Software Engineer
7 31 (12.40%) Senior Java Engineer
7 31 (12.40%) Senior Java Software Engineer
7 31 (12.40%) Senior Software Engineer
8 21 (8.40%) Senior Java Developer
9 19 (7.60%) Analytics Developer
9 19 (7.60%) AWS Developer
9 19 (7.60%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 33 (13.20%) NumPy
1 33 (13.20%) Pandas
1 33 (13.20%) Protocol Buffers
1 33 (13.20%) SciPy
2 32 (12.80%) gRPC
3 23 (9.20%) Kafka
4 20 (8.00%) FIX Protocol
5 15 (6.00%) .NET
6 10 (4.00%) React
7 9 (3.60%) REST
8 8 (3.20%) Middleware
8 8 (3.20%) Spring
9 7 (2.80%) CSS
9 7 (2.80%) Dask
10 6 (2.40%) RESTful
11 5 (2.00%) FpML
11 5 (2.00%) RabbitMQ
11 5 (2.00%) XML
12 4 (1.60%) .NET Framework
12 4 (1.60%) HTML
Miscellaneous
1 89 (35.60%) Foreign Exchange (FX)
2 83 (33.20%) Fixed Income
3 80 (32.00%) Equities
4 40 (16.00%) Hedge funds
5 32 (12.80%) Pricing Data
6 28 (11.20%) Equity Derivative
7 25 (10.00%) Market Risk
8 19 (7.60%) Management Information System
9 17 (6.80%) Algorithms
10 15 (6.00%) Product Ownership
11 14 (5.60%) Distributed Systems
12 12 (4.80%) Cloud Native
13 10 (4.00%) Credit Derivative
13 10 (4.00%) Credit Risk
13 10 (4.00%) Interest Rate Derivative
14 9 (3.60%) Data Protection Act
14 9 (3.60%) Data Structures
14 9 (3.60%) Distributed Computing
14 9 (3.60%) Onboarding
15 6 (2.40%) OTC Derivatives
Operating Systems
1 16 (6.40%) Linux
2 8 (3.20%) Unix
3 7 (2.80%) Windows
4 1 (0.40%) Windows Server
Processes & Methodologies
1 99 (39.60%) Agile
2 55 (22.00%) Risk Management
3 48 (19.20%) Mathematics
4 47 (18.80%) Analytics
5 45 (18.00%) Software Engineering
6 36 (14.40%) Asset Management
7 34 (13.60%) Problem-Solving
8 32 (12.80%) Investment Management
9 28 (11.20%) CI/CD
9 28 (11.20%) Computer Science
10 27 (10.80%) Physics
11 26 (10.40%) TDD
12 24 (9.60%) DevOps
13 23 (9.20%) Design Patterns
13 23 (9.20%) Scrum
13 23 (9.20%) Stakeholder Management
14 21 (8.40%) Data Pipeline
15 18 (7.20%) Low Latency
15 18 (7.20%) Validation
16 17 (6.80%) User Acceptance Testing
Programming Languages
1 115 (46.00%) Python
2 83 (33.20%) Java
3 76 (30.40%) SQL
4 40 (16.00%) JavaScript
5 39 (15.60%) C++
5 39 (15.60%) TypeScript
6 38 (15.20%) C#
7 6 (2.40%) VBA
8 4 (1.60%) PowerShell
9 1 (0.40%) Bash
9 1 (0.40%) Data Analysis Expressions
9 1 (0.40%) Perl
9 1 (0.40%) R
9 1 (0.40%) Rust
9 1 (0.40%) Scala
9 1 (0.40%) VC++
Qualifications
1 48 (19.20%) Degree
2 25 (10.00%) Master's Degree
3 14 (5.60%) Computer Science Degree
3 14 (5.60%) PhD
4 8 (3.20%) Numerate Degree
5 3 (1.20%) PMI Certification
5 3 (1.20%) PMP
6 2 (0.80%) ISTQB
7 1 (0.40%) Security Cleared
Quality Assurance & Compliance
1 14 (5.60%) MiFID
2 13 (5.20%) QA
3 12 (4.80%) EMIR
4 9 (3.60%) Data Quality
5 5 (2.00%) Basel III
6 4 (1.60%) GDPR
6 4 (1.60%) SLA
7 3 (1.20%) PMO
8 2 (0.80%) IFRS
9 1 (0.40%) Dodd-Frank
9 1 (0.40%) FINRA
9 1 (0.40%) HIPAA
9 1 (0.40%) IAS 32
9 1 (0.40%) IAS 39
9 1 (0.40%) IFRS 9
9 1 (0.40%) ISO 20022
9 1 (0.40%) Sarbanes-Oxley
9 1 (0.40%) SEPA
9 1 (0.40%) Software Quality Assurance
System Software
1 4 (1.60%) Docker
Systems Management
1 4 (1.60%) Ansible
1 4 (1.60%) Kubernetes
2 3 (1.20%) Thomson Reuters DACS
3 1 (0.40%) Grafana
3 1 (0.40%) ITRS Geneos
3 1 (0.40%) Terraform
3 1 (0.40%) ZABBIX
Vendors
1 16 (6.40%) Microsoft
2 14 (5.60%) Murex
3 13 (5.20%) Bloomberg
4 8 (3.20%) Calypso
5 7 (2.80%) Oracle
5 7 (2.80%) Sophis
6 6 (2.40%) Databricks
6 6 (2.40%) ION Trading
7 5 (2.00%) Tradeweb
8 4 (1.60%) Lotus
8 4 (1.60%) Portware
9 3 (1.20%) Atlassian
9 3 (1.20%) Charles River
9 3 (1.20%) NYFIX
9 3 (1.20%) Refinitiv
9 3 (1.20%) Reuters
10 2 (0.80%) IBM
10 2 (0.80%) Salesforce
10 2 (0.80%) Splunk
10 2 (0.80%) Sybase