Computer Science Degree Contract Job Trends

Computer Science Degree
UK

The table below provides summary statistics for contract job vacancies with a requirement for Computer Science Degree qualifications. It includes a benchmarking guide to the contractor rates offered over the 6 months leading up to 27 December 2025, comparing them to the same period in the previous two years.

6 months to
27 Dec 2025
Same period 2024 Same period 2023
Rank 164 136 163
Rank change year-on-year -28 +27 +144
Contract jobs citing Computer Science Degree 647 651 697
As % of all contract jobs in the UK 1.74% 1.94% 1.59%
As % of the Qualifications category 5.16% 6.47% 5.33%
Number of daily rates quoted 437 395 482
10th Percentile £272 £349 £311
25th Percentile £375 £450 £415
Median daily rate (50th Percentile) £475 £550 £525
Median % change year-on-year -13.64% +4.76% -12.50%
75th Percentile £638 £675 £638
90th Percentile £750 £838 £750
UK excluding London median daily rate £450 £500 £500
% change year-on-year -10.00% - +7.53%
Number of hourly rates quoted 20 11 16
10th Percentile £24.74 £41.91 £39.00
25th Percentile - £46.50 £48.13
Median hourly rate £33.50 £52.50 £55.00
Median % change year-on-year -36.19% -4.55% +0.92%
75th Percentile £42.81 £62.00 £61.25
90th Percentile £84.20 £70.25 £66.25
UK excluding London median hourly rate £33.50 £65.50 £55.00
% change year-on-year -48.85% +19.09% -29.03%

All Academic and Professional Certifications
UK

Computer Science Degree falls under the Academic Qualifications and Professional Certifications category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring academic qualifications or professional certifications.

Contract vacancies requiring academic qualifications or professional certifications 12,543 10,061 13,075
As % of all contract IT jobs advertised in the UK 33.73% 29.91% 29.89%
Number of daily rates quoted 8,190 6,165 8,250
10th Percentile £313 £301 £300
25th Percentile £416 £419 £425
Median daily rate (50th Percentile) £522 £525 £550
Median % change year-on-year -0.52% -4.55% -
75th Percentile £625 £635 £650
90th Percentile £725 £725 £725
UK excluding London median daily rate £500 £505 £539
% change year-on-year -0.99% -6.31% +2.67%
Number of hourly rates quoted 1,004 484 746
10th Percentile £16.30 £18.50 £16.25
25th Percentile £19.23 £23.90 £26.00
Median hourly rate £25.15 £40.00 £51.89
Median % change year-on-year -37.13% -22.91% +15.31%
75th Percentile £52.52 £66.25 £67.50
90th Percentile £75.00 £75.00 £80.00
UK excluding London median hourly rate £25.15 £42.50 £50.39
% change year-on-year -40.82% -15.66% +11.98%

Computer Science Degree
Job Vacancy Trend

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

Computer Science Degree job vacancy trend in the UK

Computer Science Degree
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Computer Science Degree.

Contractor daily rate distribution trend for jobs in the UK citing Computer Science Degree

Computer Science Degree
Daily Rate Histogram

Daily rate distribution for jobs citing Computer Science Degree over the 6 months to 27 December 2025.

Daily rate histogram for Computer Science Degree in the UK

Computer Science Degree
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Computer Science Degree.

Contractor hourly rate distribution trend for jobs in the UK citing Computer Science Degree

Computer Science Degree
Hourly Rate Histogram

Hourly rate distribution of jobs citing Computer Science Degree over the 6 months to 27 December 2025.

Hourly rate histogram for Computer Science Degree in the UK

Computer Science Degree
Top 17 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Computer Science Degree within the UK over the 6 months to 27 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 -24 572 £475 -13.64% 1,338
UK excluding London +9 319 £450 -10.00% 1,056
London -42 266 £525 -4.55% 392
Work from Home -9 200 £425 -22.73% 798
North of England +19 115 £442 -15.76% 247
South East +18 80 £450 -10.00% 289
Yorkshire +8 64 £473 -14.08% 90
Midlands -32 57 £525 -8.70% 177
North West +11 50 £383 -27.14% 128
West Midlands -27 43 £525 -14.98% 93
Scotland +15 32 £500 +14.29% 50
South West +6 28 £500 -32.20% 98
East of England -41 16 £550 +22.22% 167
East Midlands -13 14 £471 +35.34% 74
Wales -4 3 £450 +39.53% 27
North East -9 1 £450 -21.74% 29
Northern Ireland -10 1 - - 18

Computer Science Degree
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 33 (5.10%) Confluence
2 30 (4.64%) SharePoint
3 14 (2.16%) Apache Spark
4 10 (1.55%) Apache
5 8 (1.24%) Apache Airflow
6 7 (1.08%) nginx
7 5 (0.77%) IIS
8 4 (0.62%) GeoServer
8 4 (0.62%) Microsoft Exchange
8 4 (0.62%) Smallworld
9 3 (0.46%) Ethereum
9 3 (0.46%) Hyperledger
9 3 (0.46%) Oracle SOA Suite
9 3 (0.46%) SAS
10 2 (0.31%) Adobe Experience Manager
10 2 (0.31%) Luigi
10 2 (0.31%) Tomcat
11 1 (0.15%) Gunicorn
11 1 (0.15%) Jupyter
11 1 (0.15%) OpenStack
Applications
1 27 (4.17%) Microsoft Office
2 14 (2.16%) Microsoft Excel
3 6 (0.93%) Microsoft PowerPoint
4 2 (0.31%) Microsoft Project
4 2 (0.31%) MS Visio
4 2 (0.31%) Spreadsheet
5 1 (0.15%) Chatbot
Business Applications
1 11 (1.70%) SAP S/4HANA
2 10 (1.55%) Dynamics CRM
3 3 (0.46%) Aladdin
3 3 (0.46%) SAP ERP
3 3 (0.46%) Workday HCM
4 2 (0.31%) Bloomberg AIM
4 2 (0.31%) Maximo
4 2 (0.31%) Oracle EBS
4 2 (0.31%) Oracle General Ledger
4 2 (0.31%) SAP CX
4 2 (0.31%) SAP GRC
4 2 (0.31%) SAP Travel Management
4 2 (0.31%) Temenos T24
5 1 (0.15%) FLEXCUBE
5 1 (0.15%) Misys Equation
5 1 (0.15%) Oracle Applications
5 1 (0.15%) Oracle EBS R12
5 1 (0.15%) Oracle ERP
5 1 (0.15%) Oracle HRMS
5 1 (0.15%) SAP GTS
Cloud Services
1 188 (29.06%) Azure
2 187 (28.90%) AWS
3 104 (16.07%) GCP
4 63 (9.74%) Serverless
5 59 (9.12%) GitHub
6 45 (6.96%) Power Platform
7 31 (4.79%) Azure DevOps
8 30 (4.64%) Microsoft 365
9 26 (4.02%) SaaS
10 24 (3.71%) GitHub Actions
11 18 (2.78%) AWS Lambda
12 17 (2.63%) Amazon S3
13 15 (2.32%) Amazon ECS
14 14 (2.16%) Azure Data Factory
14 14 (2.16%) Azure Logic Apps
14 14 (2.16%) IaaS
15 13 (2.01%) AWS CloudFormation
15 13 (2.01%) OpenShift
15 13 (2.01%) Power Automate
16 12 (1.85%) Dynamics 365
Communications & Networking
1 25 (3.86%) Firewall
2 19 (2.94%) DNS
3 17 (2.63%) Network Security
4 13 (2.01%) SSH
4 13 (2.01%) TCP/IP
5 11 (1.70%) HTTP
5 11 (1.70%) Wireless
6 10 (1.55%) VoIP
7 8 (1.24%) VPN
8 5 (0.77%) CTI
8 5 (0.77%) HTTPS
8 5 (0.77%) SAN
8 5 (0.77%) WAN
9 4 (0.62%) Internet
9 4 (0.62%) LAN
9 4 (0.62%) SSL
9 4 (0.62%) Telepresence
10 3 (0.46%) NAS
10 3 (0.46%) OSPF
10 3 (0.46%) Unified Communications
Database & Business Intelligence
1 62 (9.58%) PostgreSQL
2 56 (8.66%) NoSQL
3 41 (6.34%) Relational Database
4 38 (5.87%) SQL Server
5 36 (5.56%) Data Warehouse
6 32 (4.95%) Power BI
7 27 (4.17%) MySQL
8 19 (2.94%) Big Data
8 19 (2.94%) Tableau
9 14 (2.16%) MongoDB
10 12 (1.85%) Amazon RDS
10 12 (1.85%) Elasticsearch
11 9 (1.39%) Metadata
12 8 (1.24%) Data Lake
12 8 (1.24%) Redis
13 7 (1.08%) Apache Cassandra
13 7 (1.08%) SQL Server Integration Services
14 6 (0.93%) Amazon Athena
14 6 (0.93%) Couchbase
15 5 (0.77%) Amazon Redshift
Development Applications
1 74 (11.44%) Git
1 74 (11.44%) Jenkins
2 68 (10.51%) GitLab
3 66 (10.20%) JIRA
4 29 (4.48%) Liquibase
5 15 (2.32%) Postman
6 12 (1.85%) Selenium
7 9 (1.39%) Cypress.io
8 7 (1.08%) Artifactory
8 7 (1.08%) CircleCI
9 6 (0.93%) Bitbucket
10 5 (0.77%) Cucumber
10 5 (0.77%) JUnit
10 5 (0.77%) SonarQube
10 5 (0.77%) TeamCity
11 4 (0.62%) Hardhat
12 3 (0.46%) Gradle
12 3 (0.46%) MLflow
12 3 (0.46%) Team Foundation Server
12 3 (0.46%) webpack
General
1 339 (52.40%) Social Skills
2 189 (29.21%) Finance
3 163 (25.19%) Analytical Skills
4 98 (15.15%) Banking
5 35 (5.41%) Public Sector
6 32 (4.95%) Financial Institution
7 24 (3.71%) Marketing
8 19 (2.94%) Presentation Skills
9 17 (2.63%) Documentation Skills
9 17 (2.63%) Investment Banking
9 17 (2.63%) Organisational Skills
10 16 (2.47%) Front Office
11 12 (1.85%) Influencing Skills
11 12 (1.85%) Legal
12 10 (1.55%) Back Office
12 10 (1.55%) Manufacturing
12 10 (1.55%) Telecoms
13 8 (1.24%) Inclusion and Diversity
14 7 (1.08%) Aerospace
14 7 (1.08%) Retail
Job Titles
1 141 (21.79%) Developer
2 72 (11.13%) Architect
3 67 (10.36%) Analyst
3 67 (10.36%) Senior
4 41 (6.34%) Lead
5 38 (5.87%) Software Engineer
6 24 (3.71%) AWS Engineer
7 23 (3.55%) Senior Developer
7 23 (3.55%) Solutions Architect
8 22 (3.40%) Technical Support
9 19 (2.94%) Cloud Engineer
9 19 (2.94%) Site Engineer
9 19 (2.94%) Site Reliability Engineer
10 18 (2.78%) Cloud Architect
10 18 (2.78%) DevOps Engineer
10 18 (2.78%) Full-Stack Developer
10 18 (2.78%) Senior Software Engineer
11 17 (2.63%) Java Developer
12 16 (2.47%) Business Analyst
12 16 (2.47%) Consultant
Libraries, Frameworks & Software Standards
1 117 (18.08%) REST
2 74 (11.44%) RESTful
3 48 (7.42%) Elastic Stack
4 46 (7.11%) .NET
5 43 (6.65%) HTML
6 36 (5.56%) JSON
7 35 (5.41%) SOAP
8 34 (5.26%) XML
9 33 (5.10%) React
10 32 (4.95%) CSS
11 31 (4.79%) OAuth
12 29 (4.48%) Kafka
13 28 (4.33%) Middleware
14 26 (4.02%) Spring
15 24 (3.71%) Node.js
16 19 (2.94%) AngularJS
16 19 (2.94%) LangChain
16 19 (2.94%) OAuth2
17 16 (2.47%) Web Services
18 15 (2.32%) RabbitMQ
Miscellaneous
1 76 (11.75%) Management Information System
2 65 (10.05%) Cloud Native
3 49 (7.57%) Distributed Systems
4 37 (5.72%) Public Cloud
5 33 (5.10%) Product Ownership
6 28 (4.33%) Algorithms
7 26 (4.02%) Data Protection Act
8 21 (3.25%) Data Structures
8 21 (3.25%) Enterprise Software
9 20 (3.09%) Security Posture
10 15 (2.32%) Legacy Systems
10 15 (2.32%) Tandem
11 12 (1.85%) AI Agents
11 12 (1.85%) Derivative
11 12 (1.85%) Security Operations Centre
11 12 (1.85%) Virtual Team
12 10 (1.55%) Analytical Mindset
12 10 (1.55%) Onboarding
12 10 (1.55%) PKI
13 9 (1.39%) Cyberattack
Operating Systems
1 117 (18.08%) Linux
2 89 (13.76%) Windows
3 49 (7.57%) Unix
4 12 (1.85%) Windows Server
5 9 (1.39%) Android
5 9 (1.39%) Windows 10
6 7 (1.08%) Apple iOS
7 6 (0.93%) Mac OS
8 4 (0.62%) VMS
9 3 (0.46%) Red Hat Enterprise Linux
10 1 (0.15%) Kali Linux
10 1 (0.15%) Mac OS X
Processes & Methodologies
1 640 (98.92%) Computer Science
2 272 (42.04%) Problem-Solving
3 238 (36.79%) Agile
4 209 (32.30%) DevOps
5 187 (28.90%) CI/CD
6 121 (18.70%) Microservices
7 114 (17.62%) Software Engineering
8 113 (17.47%) Containerisation
9 80 (12.36%) Infrastructure as Code
10 78 (12.06%) Migration
11 77 (11.90%) AI
11 77 (11.90%) Analytics
12 72 (11.13%) Stakeholder Management
13 70 (10.82%) Change Management
14 67 (10.36%) Data Modelling
15 62 (9.58%) Continuous Improvement
16 61 (9.43%) Cybersecurity
16 61 (9.43%) Decision-Making
17 57 (8.81%) Validation
18 56 (8.66%) Test Automation
Programming Languages
1 244 (37.71%) Python
2 135 (20.87%) SQL
3 119 (18.39%) Java
4 85 (13.14%) JavaScript
5 53 (8.19%) Go
6 48 (7.42%) TypeScript
7 42 (6.49%) C#
8 33 (5.10%) Bash
9 32 (4.95%) PowerShell
10 20 (3.09%) Perl
11 19 (2.94%) C++
12 11 (1.70%) R
12 11 (1.70%) Ruby
13 10 (1.55%) Shell Script
14 9 (1.39%) Apex Code
15 6 (0.93%) Bicep
15 6 (0.93%) Data Analysis Expressions
15 6 (0.93%) Kotlin
15 6 (0.93%) T-SQL
16 4 (0.62%) Solidity
Qualifications
1 647 (100.00%) Degree
2 145 (22.41%) Master's Degree
3 72 (11.13%) Security Cleared
4 49 (7.57%) SC Cleared
5 35 (5.41%) AWS Certification
6 31 (4.79%) Azure Certification
7 25 (3.86%) BPSS Clearance
8 21 (3.25%) Microsoft Certification
9 20 (3.09%) AWS Certified Solutions Architect
9 20 (3.09%) CISSP
10 17 (2.63%) PMI Certification
11 15 (2.32%) DV Cleared
11 15 (2.32%) PMP
12 14 (2.16%) Cisco Certification
13 13 (2.01%) CompTIA Security+
14 12 (1.85%) TOGAF Certification
15 11 (1.70%) CompTIA CySA+
16 10 (1.55%) ISO 27001 Lead Implementer
17 7 (1.08%) CISM
17 7 (1.08%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 58 (8.96%) QA
2 42 (6.49%) GDPR
3 40 (6.18%) Data Quality
4 29 (4.48%) ISO/IEC 27001
5 13 (2.01%) GRC
6 11 (1.70%) Def Stans
7 9 (1.39%) NIST
8 7 (1.08%) California Consumer Privacy Act
8 7 (1.08%) HIPAA
8 7 (1.08%) PCI DSS
9 6 (0.93%) Accessibility
10 5 (0.77%) SLA
11 4 (0.62%) PMO
12 3 (0.46%) Basel III
13 2 (0.31%) Actionable Recommendations
13 2 (0.31%) HL7
13 2 (0.31%) MiFID
13 2 (0.31%) NIST 800
13 2 (0.31%) PSD2
13 2 (0.31%) WCAG
System Software
1 120 (18.55%) Docker
2 19 (2.94%) Active Directory
3 13 (2.01%) VMware Infrastructure
4 4 (0.62%) Virtual Machines
5 3 (0.46%) Firmware
5 3 (0.46%) Hyper-V
5 3 (0.46%) VMware NSX
5 3 (0.46%) vSphere
6 1 (0.15%) PowerHA
6 1 (0.15%) Tivoli Workload Scheduler
Systems Management
1 122 (18.86%) Kubernetes
2 89 (13.76%) Terraform
3 73 (11.28%) Ansible
4 50 (7.73%) Grafana
5 40 (6.18%) Prometheus
6 16 (2.47%) Puppet
7 12 (1.85%) Kibana
8 7 (1.08%) Argo
8 7 (1.08%) Microsoft Intune
8 7 (1.08%) SCCM
9 4 (0.62%) Progress Chef
10 3 (0.46%) Single Sign-On
10 3 (0.46%) vRealize
11 2 (0.31%) Control-M
11 2 (0.31%) FortiGate
11 2 (0.31%) HP ALM
11 2 (0.31%) Kustomize
11 2 (0.31%) vCenter Server
12 1 (0.15%) Nessus
12 1 (0.15%) Nmap
Vendors
1 123 (19.01%) Microsoft
2 72 (11.13%) Splunk
3 46 (7.11%) Google
4 43 (6.65%) Oracle
5 28 (4.33%) Salesforce
6 27 (4.17%) SAP
7 26 (4.02%) IBM
8 21 (3.25%) Databricks
9 18 (2.78%) ServiceNow
10 17 (2.63%) VMware
11 15 (2.32%) Cisco
12 14 (2.16%) Red Hat
13 10 (1.55%) MuleSoft
14 8 (1.24%) Atlassian
14 8 (1.24%) Informatica
14 8 (1.24%) Pega
15 7 (1.08%) OpenAI
15 7 (1.08%) Software AG
16 6 (0.93%) Citrix
16 6 (0.93%) Foundry