Hedge funds Contract Job Trends

Hedge fund
UK

The table below looks at the prevalence of the term Hedge funds in contract job vacancies. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Hedge funds over the 6 months leading up to 19 November 2025, comparing them to the same period in the previous two years.

6 months to
19 Nov 2025
Same period 2024 Same period 2023
Rank 429 283 396
Rank change year-on-year -146 +113 -49
Contract jobs citing Hedge funds 161 305 246
As % of all contract jobs in the UK 0.45% 0.84% 0.53%
As % of the Miscellaneous category 1.26% 2.71% 1.66%
Number of daily rates quoted 95 261 209
10th Percentile £413 £575 £418
25th Percentile £484 £638 £538
Median daily rate (50th Percentile) £750 £800 £675
Median % change year-on-year -6.25% +18.52% -
75th Percentile £825 £888 £788
90th Percentile £838 - £938
UK excluding London median daily rate - - £500
% change year-on-year - - -4.76%

All Generic Skills
UK

Hedge funds 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 12,794 11,251 14,836
As % of all contract IT jobs advertised in the UK 35.84% 31.04% 32.04%
Number of daily rates quoted 7,915 6,632 9,970
10th Percentile £277 £285 £275
25th Percentile £406 £409 £417
Median daily rate (50th Percentile) £510 £532 £550
Median % change year-on-year -4.18% -3.23% -
75th Percentile £638 £663 £665
90th Percentile £745 £787 £768
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 693 362 498
10th Percentile £13.50 £17.09 £16.73
25th Percentile £18.22 £22.50 £20.89
Median hourly rate £27.21 £37.14 £44.50
Median % change year-on-year -26.74% -16.54% +48.33%
75th Percentile £53.13 £68.75 £65.00
90th Percentile £74.26 £75.16 £77.50
UK excluding London median hourly rate £27.36 £37.14 £46.18
% change year-on-year -26.35% -19.58% +81.78%

Hedge funds
Job Vacancy Trend

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

Hedge funds job vacancy trend in the UK

Hedge funds
Daily Rate Trend

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

Contractor daily rate distribution trend for jobs in the UK citing Hedge funds

Hedge funds
Daily Rate Histogram

Daily rate distribution for jobs citing Hedge funds over the 6 months to 19 November 2025.

Daily rate histogram for Hedge funds in the UK

Hedge funds
Hourly Rate Trend

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

Contractor hourly rate distribution trend for jobs in the UK citing Hedge funds

Hedge funds
Top 3 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hedge funds within the UK over the 6 months to 19 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 -93 156 £750 -6.25% 208
England -143 156 £750 -6.25% 232
Work from Home -81 73 £750 -6.25% 45

Hedge funds
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 37 (22.98%) Apache Airflow
2 34 (21.12%) Apache
3 6 (3.73%) Apache Spark
4 2 (1.24%) Jupyter
5 1 (0.62%) Microsoft Exchange
Applications
1 1 (0.62%) Microsoft Excel
1 1 (0.62%) Microsoft Office
1 1 (0.62%) Spreadsheet
Business Applications
1 7 (4.35%) Aladdin
2 4 (2.48%) Fidessa
2 4 (2.48%) thinkFolio
3 3 (1.86%) Bloomberg AIM
4 1 (0.62%) Cloudability
4 1 (0.62%) Eikon
4 1 (0.62%) Eze OMS
Cloud Services
1 89 (55.28%) AWS
2 36 (22.36%) Snowflake
3 34 (21.12%) dbt
4 26 (16.15%) Azure
5 12 (7.45%) GCP
6 6 (3.73%) Power Platform
7 4 (2.48%) Azure DevOps
7 4 (2.48%) GitHub
7 4 (2.48%) GitHub Actions
8 3 (1.86%) Amazon EC2
8 3 (1.86%) Azure Cosmos DB
8 3 (1.86%) Azure Logic Apps
8 3 (1.86%) Azure Service Bus
8 3 (1.86%) Serverless
9 2 (1.24%) Azure Pipelines
9 2 (1.24%) Cloud Computing
9 2 (1.24%) Microsoft 365
10 1 (0.62%) Amazon S3
10 1 (0.62%) Entra ID
Communications & Networking
1 3 (1.86%) DHCP
1 3 (1.86%) DNS
1 3 (1.86%) TCP/IP
1 3 (1.86%) VPN
1 3 (1.86%) WebEx
2 1 (0.62%) NAS
2 1 (0.62%) NetScaler
2 1 (0.62%) Network Security
2 1 (0.62%) SAN
2 1 (0.62%) VLAN
Database & Business Intelligence
1 35 (21.74%) Amazon Athena
2 34 (21.12%) Apache Arrow
2 34 (21.12%) Apache Iceberg
2 34 (21.12%) Apache Ignite
2 34 (21.12%) Data Lake
2 34 (21.12%) Dremio
3 14 (8.70%) SQL Server
4 6 (3.73%) Power BI
5 4 (2.48%) MongoDB
5 4 (2.48%) NoSQL
6 3 (1.86%) Elasticsearch
7 2 (1.24%) Big Data
7 2 (1.24%) Oracle Database
7 2 (1.24%) Relational Database
7 2 (1.24%) Tableau
8 1 (0.62%) Amazon Redshift
8 1 (0.62%) Data Warehouse
8 1 (0.62%) Hadoop
8 1 (0.62%) Tableau Desktop
Development Applications
1 23 (14.29%) Git
2 4 (2.48%) GitLab
2 4 (2.48%) TeamCity
3 3 (1.86%) JIRA
4 1 (0.62%) Oracle Forms
General
1 140 (86.96%) Finance
2 80 (49.69%) Banking
3 67 (41.61%) Front Office
3 67 (41.61%) Investment Banking
4 46 (28.57%) Social Skills
5 25 (15.53%) Financial Institution
6 7 (4.35%) Analytical Skills
7 3 (1.86%) Advertising
7 3 (1.86%) Presentation Skills
8 1 (0.62%) Back Office
8 1 (0.62%) Documentation Skills
8 1 (0.62%) Influencing Skills
8 1 (0.62%) Law
8 1 (0.62%) Legal
8 1 (0.62%) Organisational Skills
8 1 (0.62%) Retail Banking
Job Titles
1 58 (36.02%) Python Engineer
2 55 (34.16%) AWS Engineer
3 52 (32.30%) Developer
4 43 (26.71%) Senior
5 39 (24.22%) Software Engineer
6 35 (21.74%) Python Software Engineer
7 34 (21.12%) AWS Software Engineer
7 34 (21.12%) Java Engineer
7 34 (21.12%) Java Software Engineer
7 34 (21.12%) Senior Software Engineer
8 33 (20.50%) Senior Java Engineer
8 33 (20.50%) Senior Java Software Engineer
9 30 (18.63%) Python Developer
10 17 (10.56%) Automation Engineer
10 17 (10.56%) AWS Developer
10 17 (10.56%) IP Network Engineer
10 17 (10.56%) JavaScript Developer
10 17 (10.56%) Network Engineer
10 17 (10.56%) Switch Engineer
11 9 (5.59%) Analyst
Libraries, Frameworks & Software Standards
1 63 (39.13%) NumPy
2 62 (38.51%) Pandas
3 53 (32.92%) SciPy
4 34 (21.12%) gRPC
4 34 (21.12%) Protocol Buffers
5 25 (15.53%) React
6 24 (14.91%) AngularJS
7 21 (13.04%) Vue
8 17 (10.56%) FastAPI
8 17 (10.56%) Flask
8 17 (10.56%) Polars
9 16 (9.94%) .NET
10 15 (9.32%) REST
11 9 (5.59%) COM
12 7 (4.35%) .NET Core
12 7 (4.35%) RabbitMQ
13 6 (3.73%) .NET Framework
13 6 (3.73%) ASP.NET
14 5 (3.11%) Dask
14 5 (3.11%) Kafka
Miscellaneous
1 76 (47.20%) Foreign Exchange (FX)
2 53 (32.92%) Equities
3 49 (30.43%) Fixed Income
4 43 (26.71%) Derivative
5 34 (21.12%) Pricing Data
6 8 (4.97%) Cloud Native
7 6 (3.73%) Onboarding
8 5 (3.11%) Distributed Computing
9 4 (2.48%) Data Fabric
9 4 (2.48%) Distributed Systems
10 3 (1.86%) Management Information System
10 3 (1.86%) Product Ownership
11 2 (1.24%) Enterprise Software
12 1 (0.62%) AI Agents
12 1 (0.62%) Algorithms
12 1 (0.62%) Data Structures
12 1 (0.62%) Legacy Systems
12 1 (0.62%) Operational Technology
12 1 (0.62%) Taxonomies
12 1 (0.62%) Wiki
Operating Systems
1 29 (18.01%) Linux
2 13 (8.07%) Windows
3 7 (4.35%) Windows 10
4 6 (3.73%) CentOS
4 6 (3.73%) Unix
5 5 (3.11%) Red Hat Enterprise Linux
6 3 (1.86%) Mac OS
7 2 (1.24%) Solaris
7 2 (1.24%) Windows Server
Processes & Methodologies
1 69 (42.86%) Software Engineering
2 52 (32.30%) Agile
3 48 (29.81%) Asset Management
4 41 (25.47%) Investment Management
5 32 (19.88%) CI/CD
6 28 (17.39%) Mathematics
7 25 (15.53%) Analytics
8 24 (14.91%) Problem-Solving
9 20 (12.42%) Clean Code
10 19 (11.80%) Data Engineering
11 18 (11.18%) Systematic Trading
12 17 (10.56%) Structured Programming
13 16 (9.94%) Risk Management
14 14 (8.70%) Computer Science
15 13 (8.07%) Data Analysis
16 11 (6.83%) DevOps
17 10 (6.21%) Design Patterns
18 9 (5.59%) Fintech
18 9 (5.59%) Pricing Analytics
18 9 (5.59%) Prototyping
Programming Languages
1 113 (70.19%) Python
2 59 (36.65%) Java
3 58 (36.02%) JavaScript
4 38 (23.60%) C#
4 38 (23.60%) TypeScript
5 32 (19.88%) SQL
6 20 (12.42%) C++
7 17 (10.56%) Rust
8 10 (6.21%) PowerShell
8 10 (6.21%) VBA
9 5 (3.11%) Bash
10 4 (2.48%) C
10 4 (2.48%) Perl
10 4 (2.48%) Shell Script
11 1 (0.62%) Go
11 1 (0.62%) Groovy
11 1 (0.62%) PL/SQL
Qualifications
1 16 (9.94%) Degree
2 10 (6.21%) Master's Degree
3 7 (4.35%) Computer Science Degree
4 5 (3.11%) PhD
5 3 (1.86%) Azure Certification
6 2 (1.24%) RHCE
6 2 (1.24%) RHCSA
Quality Assurance & Compliance
1 8 (4.97%) MiFID
2 7 (4.35%) Data Quality
3 4 (2.48%) GDPR
4 3 (1.86%) EMIR
4 3 (1.86%) GRC
5 2 (1.24%) AIFMD
5 2 (1.24%) Dodd-Frank
5 2 (1.24%) Sarbanes-Oxley
5 2 (1.24%) Solvency II
5 2 (1.24%) UCITS
6 1 (0.62%) HIPAA
6 1 (0.62%) ISO 22301
6 1 (0.62%) NIST
6 1 (0.62%) PMO
System Software
1 25 (15.53%) Docker
2 8 (4.97%) VMware Infrastructure
3 4 (2.48%) Active Directory
4 3 (1.86%) VMware Workstation
5 2 (1.24%) KVM
6 1 (0.62%) Firmware
Systems Management
1 21 (13.04%) Ansible
1 21 (13.04%) Kubernetes
2 8 (4.97%) SCCM
3 4 (2.48%) Terraform
4 2 (1.24%) Progress Chef
4 2 (1.24%) Puppet
4 2 (1.24%) Red Hat Satellite
5 1 (0.62%) Microsoft Intune
5 1 (0.62%) RSA Archer
Vendors
1 17 (10.56%) Arista
2 10 (6.21%) VMware
3 9 (5.59%) Microsoft
3 9 (5.59%) Oracle
4 8 (4.97%) Red Hat
5 6 (3.73%) Bloomberg
6 4 (2.48%) Citrix
7 3 (1.86%) FactSet
7 3 (1.86%) Portware
7 3 (1.86%) Reuters
8 2 (1.24%) Dataiku
8 2 (1.24%) DevExpress
9 1 (0.62%) Anaplan
9 1 (0.62%) BISAM
9 1 (0.62%) Calypso
9 1 (0.62%) Concur
9 1 (0.62%) Eze Software Group
9 1 (0.62%) ServiceNow
9 1 (0.62%) Trayport
9 1 (0.62%) Vertica