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 27 March 2026, comparing them to the same period in the previous two years.

6 months to
27 Mar 2026
Same period 2025 Same period 2024
Rank 389 196 248
Rank change year-on-year -193 +52 +25
Contract jobs citing Derivative 236 387 424
As % of all contract jobs in the UK 0.54% 1.33% 0.96%
As % of the Miscellaneous category 1.62% 3.94% 3.16%
Number of daily rates quoted 167 321 380
10th Percentile £503 £500 £550
25th Percentile £613 £638 £625
Median daily rate (50th Percentile) £750 £725 £725
Median % change year-on-year +3.45% - -3.33%
75th Percentile £913 £875 £845
90th Percentile £1,000 £938 £888
UK excluding London median daily rate £525 £343 £475
% change year-on-year +53.28% -27.89% -40.63%
Number of hourly rates quoted 0 1 0
Median hourly rate - £77.50 -
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 14,570 9,825 13,410
As % of all contract IT jobs advertised in the UK 33.04% 33.85% 30.29%
Number of daily rates quoted 9,149 6,295 8,573
10th Percentile £300 £295 £258
25th Percentile £409 £409 £413
Median daily rate (50th Percentile) £503 £525 £530
Median % change year-on-year -4.29% -0.94% -3.64%
75th Percentile £625 £650 £650
90th Percentile £738 £769 £775
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 686 373 880
10th Percentile £15.62 £16.95 £12.28
25th Percentile £19.10 £22.27 £15.39
Median hourly rate £41.94 £32.50 £27.50
Median % change year-on-year +29.05% +18.18% +22.22%
75th Percentile £69.19 £66.00 £57.50
90th Percentile £85.40 £83.20 £67.50
UK excluding London median hourly rate £45.46 £31.76 £26.00
% change year-on-year +43.14% +22.15% +18.18%

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 27 March 2026.

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 27 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
England -183 227 £750 +1.69% 45
London -104 218 £750 +1.69% 44
Work from Home -142 79 £800 +10.34% 11
UK excluding London -118 10 £525 +53.28% 5
Scotland -1 3 £470 +16.34%
North of England -70 3 £525 -10.64% 1
East of England - 3 £681 -
Yorkshire - 3 £525 -
Midlands - 2 £525 -
West Midlands - 2 £525 -
Northern Ireland -20 1 £315 -3.08%

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 9 (3.81%) Apache Spark
2 6 (2.54%) Confluence
3 2 (0.85%) Apache
3 2 (0.85%) Apache Airflow
3 2 (0.85%) WebSphere
4 1 (0.42%) Microsoft Exchange
4 1 (0.42%) Oracle SOA Suite
4 1 (0.42%) SharePoint
Applications
1 18 (7.63%) Microsoft Excel
2 3 (1.27%) Microsoft PowerPoint
3 2 (0.85%) MS Visio
4 1 (0.42%) Microsoft Office
4 1 (0.42%) Microsoft Project
Business Applications
1 6 (2.54%) Aladdin
1 6 (2.54%) Summit
2 5 (2.12%) Loan IQ
2 5 (2.12%) Temenos T24
3 3 (1.27%) Advent Geneva
4 2 (0.85%) Algo Collateral
4 2 (0.85%) Bloomberg TOMS
4 2 (0.85%) Oracle General Ledger
4 2 (0.85%) Oracle Subledger Accounting
5 1 (0.42%) Bloomberg AIM
5 1 (0.42%) FLEXCUBE
5 1 (0.42%) Front Arena
5 1 (0.42%) Global One
5 1 (0.42%) Oracle FAH
5 1 (0.42%) Oracle Procure-to-Pay
Cloud Services
1 51 (21.61%) AWS
2 33 (13.98%) Azure
3 23 (9.75%) GCP
4 8 (3.39%) Power Platform
5 5 (2.12%) Amazon S3
5 5 (2.12%) AWS Lambda
5 5 (2.12%) Serverless
5 5 (2.12%) Snowflake
6 4 (1.69%) Azure DevOps
7 3 (1.27%) Amazon ECS
7 3 (1.27%) npm
7 3 (1.27%) OpenShift
7 3 (1.27%) SaaS
7 3 (1.27%) Yarn
8 2 (0.85%) Collibra
8 2 (0.85%) dbt
9 1 (0.42%) Anthropic Claude
9 1 (0.42%) ChatGPT
9 1 (0.42%) GitHub Copilot
9 1 (0.42%) OCI
Communications & Networking
1 15 (6.36%) FIX Connectivity
2 4 (1.69%) Multicast
3 1 (0.42%) HTTP
3 1 (0.42%) RTMP
3 1 (0.42%) TCP/IP
Database & Business Intelligence
1 32 (13.56%) PostgreSQL
2 10 (4.24%) Redis
3 9 (3.81%) SQL Server
4 8 (3.39%) Power BI
4 8 (3.39%) Relational Database
5 7 (2.97%) Metadata
6 6 (2.54%) Tableau
7 5 (2.12%) RDBMS
8 4 (1.69%) Big Data
8 4 (1.69%) KDB
8 4 (1.69%) NoSQL
9 3 (1.27%) MongoDB
9 3 (1.27%) Oracle Database
10 2 (0.85%) Amazon RDS
10 2 (0.85%) Apache Cassandra
10 2 (0.85%) Data Lake
10 2 (0.85%) Data Mart
10 2 (0.85%) Data Warehouse
10 2 (0.85%) Power Query
10 2 (0.85%) Snowflake Schema
Development Applications
1 18 (7.63%) Git
2 10 (4.24%) JIRA
3 8 (3.39%) Jenkins
3 8 (3.39%) Octopus Deploy
4 5 (2.12%) TeamCity
4 5 (2.12%) Visual Studio
5 4 (1.69%) Maven
6 3 (1.27%) Bitbucket
6 3 (1.27%) GitLab
6 3 (1.27%) IntelliJ
6 3 (1.27%) webpack
7 2 (0.85%) Cucumber
7 2 (0.85%) Gradle
8 1 (0.42%) Crucible
8 1 (0.42%) Eclipse
8 1 (0.42%) NUnit
8 1 (0.42%) REST Assured
General
1 161 (68.22%) Finance
2 114 (48.31%) Banking
3 103 (43.64%) Front Office
4 81 (34.32%) Investment Banking
5 66 (27.97%) Social Skills
6 38 (16.10%) Analytical Skills
7 20 (8.47%) Financial Institution
8 9 (3.81%) Back Office
9 4 (1.69%) Organisational Skills
9 4 (1.69%) Presentation Skills
10 3 (1.27%) Documentation Skills
10 3 (1.27%) Spanish Language
10 3 (1.27%) Telecoms
11 2 (0.85%) General Ledger
11 2 (0.85%) Inclusion and Diversity
11 2 (0.85%) Influencing Skills
11 2 (0.85%) Legal
12 1 (0.42%) Japanese Language
12 1 (0.42%) Retail
Job Titles
1 117 (49.58%) Developer
2 46 (19.49%) Analyst
3 45 (19.07%) Senior
4 43 (18.22%) Java Developer
5 36 (15.25%) Business Analyst
6 27 (11.44%) Senior Developer
7 25 (10.59%) Python Developer
8 23 (9.75%) Lead
9 19 (8.05%) Electronic Trading Developer
10 18 (7.63%) Electronic Trading Java Developer
11 17 (7.20%) Senior Java Developer
12 16 (6.78%) Algorithmic Trading Developer
12 16 (6.78%) Java Developer - Algorithmic Trading
12 16 (6.78%) Lead Developer
12 16 (6.78%) Low Latency Java Developer
13 15 (6.36%) Software Engineer
14 14 (5.93%) Analytics Developer
14 14 (5.93%) AWS Developer
14 14 (5.93%) Kafka Developer
14 14 (5.93%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 34 (14.41%) React
2 24 (10.17%) FIX Protocol
3 21 (8.90%) Redux
4 20 (8.47%) Kafka
5 16 (6.78%) Node.js
6 12 (5.08%) RESTful
7 10 (4.24%) .NET
8 9 (3.81%) Dask
8 9 (3.81%) HTML
9 8 (3.39%) NumPy
9 8 (3.39%) Pandas
9 8 (3.39%) REST
9 8 (3.39%) Spring
9 8 (3.39%) WebSockets
10 7 (2.97%) HTML5
10 7 (2.97%) XML
11 6 (2.54%) CSS
11 6 (2.54%) SciPy
12 5 (2.12%) AngularJS
13 4 (1.69%) RxJS
Miscellaneous
1 89 (37.71%) Equities
2 58 (24.58%) Fixed Income
3 36 (15.25%) Equity Derivative
3 36 (15.25%) Foreign Exchange (FX)
4 24 (10.17%) Market Risk
5 19 (8.05%) Algorithms
6 17 (7.20%) TWAP
6 17 (7.20%) VWAP
7 15 (6.36%) Distributed Systems
7 15 (6.36%) Hedge funds
7 15 (6.36%) Management Information System
8 14 (5.93%) Data Protection Act
9 11 (4.66%) Credit Risk
10 9 (3.81%) Cloud Native
10 9 (3.81%) Data Structures
11 8 (3.39%) Distributed Computing
11 8 (3.39%) OTC Derivatives
11 8 (3.39%) Product Ownership
12 7 (2.97%) Analytical Mindset
12 7 (2.97%) Onboarding
Operating Systems
1 13 (5.51%) Unix
2 9 (3.81%) Linux
3 3 (1.27%) Debian
3 3 (1.27%) Red Hat Enterprise Linux
3 3 (1.27%) Ubuntu
3 3 (1.27%) VMS
4 2 (0.85%) Windows
5 1 (0.42%) Windows Server
Processes & Methodologies
1 72 (30.51%) Agile
2 62 (26.27%) Risk Management
3 39 (16.53%) Low Latency
3 39 (16.53%) Problem-Solving
4 36 (15.25%) TDD
5 34 (14.41%) Electronic Trading
6 33 (13.98%) Mathematics
7 31 (13.14%) Analytics
7 31 (13.14%) CI/CD
8 29 (12.29%) Asset Management
9 28 (11.86%) DevOps
9 28 (11.86%) Software Engineering
10 27 (11.44%) Multithreading
11 26 (11.02%) Design Patterns
11 26 (11.02%) Mentoring
12 25 (10.59%) User Acceptance Testing
13 23 (9.75%) Computer Science
13 23 (9.75%) Stakeholder Management
14 22 (9.32%) Algorithmic Trading
15 21 (8.90%) Portfolio Management
Programming Languages
1 104 (44.07%) Python
2 79 (33.47%) SQL
3 63 (26.69%) Java
4 31 (13.14%) C++
4 31 (13.14%) TypeScript
5 29 (12.29%) C#
6 26 (11.02%) JavaScript
7 4 (1.69%) PowerShell
7 4 (1.69%) Rust
7 4 (1.69%) Shell Script
8 3 (1.27%) Perl
8 3 (1.27%) Scala
9 2 (0.85%) F#
9 2 (0.85%) PL/SQL
9 2 (0.85%) VBA
10 1 (0.42%) R
Qualifications
1 44 (18.64%) Degree
2 16 (6.78%) Master's Degree
3 13 (5.51%) Computer Science Degree
3 13 (5.51%) Numerate Degree
4 10 (4.24%) PhD
5 3 (1.27%) ISTQB
5 3 (1.27%) PMI Certification
5 3 (1.27%) PMP
6 1 (0.42%) CBAP
6 1 (0.42%) FFIEC
Quality Assurance & Compliance
1 15 (6.36%) QA
2 11 (4.66%) EMIR
3 8 (3.39%) Data Quality
4 7 (2.97%) IFRS
4 7 (2.97%) MiFID
5 4 (1.69%) IFRS 9
5 4 (1.69%) SLA
6 3 (1.27%) Basel III
6 3 (1.27%) IAS 32
6 3 (1.27%) IAS 39
7 2 (0.85%) GAAP
7 2 (0.85%) PMO
8 1 (0.42%) Accessibility
8 1 (0.42%) Disclosure Scotland
8 1 (0.42%) FINRA
8 1 (0.42%) IFRS 17
8 1 (0.42%) Sarbanes-Oxley
System Software
1 10 (4.24%) Docker
2 3 (1.27%) QEMU
Systems Management
1 7 (2.97%) Ansible
1 7 (2.97%) Kubernetes
2 4 (1.69%) Grafana
3 3 (1.27%) ITRS Geneos
3 3 (1.27%) Podman
3 3 (1.27%) Prometheus
3 3 (1.27%) Terraform
3 3 (1.27%) Thomson Reuters DACS
4 2 (0.85%) Control-M
Vendors
1 21 (8.90%) Bloomberg
2 20 (8.47%) Murex
3 16 (6.78%) Oracle
4 6 (2.54%) ION Trading
5 5 (2.12%) jBASE
5 5 (2.12%) Temenos
5 5 (2.12%) Tradeweb
6 4 (1.69%) Calypso
6 4 (1.69%) Charles River
6 4 (1.69%) IBM
7 3 (1.27%) Advent
7 3 (1.27%) Apple
7 3 (1.27%) Google
7 3 (1.27%) Microsoft
7 3 (1.27%) NVIDIA
7 3 (1.27%) NYFIX
7 3 (1.27%) Refinitiv
8 2 (0.85%) MarketAxess
8 2 (0.85%) Reuters
8 2 (0.85%) SmartStream