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 20 December 2025, comparing them to the same period in the previous two years.

6 months to
20 Dec 2025
Same period 2024 Same period 2023
Rank 160 136 158
Rank change year-on-year -24 +22 +161
Contract jobs citing Computer Science Degree 654 655 711
As % of all contract jobs in the UK 1.77% 1.92% 1.62%
As % of the Qualifications category 5.26% 6.46% 5.43%
Number of daily rates quoted 437 404 490
10th Percentile £272 £350 £310
25th Percentile £383 £450 £425
Median daily rate (50th Percentile) £475 £550 £525
Median % change year-on-year -13.64% +4.76% -12.50%
75th Percentile £638 £688 £638
90th Percentile £750 £846 £775
UK excluding London median daily rate £450 £510 £500
% change year-on-year -11.76% +2.00% +6.38%
Number of hourly rates quoted 22 11 16
10th Percentile £25.59 £41.91 £42.50
25th Percentile - £46.50 £50.00
Median hourly rate £33.50 £52.50 £56.14
Median % change year-on-year -36.19% -6.49% +3.01%
75th Percentile £37.81 £62.00 £62.19
90th Percentile £82.90 £70.25 £66.25
UK excluding London median hourly rate £33.50 £65.50 £56.14
% change year-on-year -48.85% +16.67% -27.56%

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 12,432 10,146 13,104
As % of all contract IT jobs advertised in the UK 33.72% 29.77% 29.78%
Number of daily rates quoted 8,067 6,221 8,270
10th Percentile £313 £305 £300
25th Percentile £415 £419 £425
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £625 £638 £650
90th Percentile £725 £725 £725
UK excluding London median daily rate £500 £510 £538
% change year-on-year -1.96% -5.12% +2.38%
Number of hourly rates quoted 1,020 481 730
10th Percentile £16.35 £18.63 £17.24
25th Percentile £19.38 £24.00 £27.50
Median hourly rate £25.15 £40.00 £52.50
Median % change year-on-year -37.13% -23.81% +16.67%
75th Percentile £51.72 £65.62 £67.50
90th Percentile £75.00 £75.00 £80.00
UK excluding London median hourly rate £25.15 £43.94 £51.90
% change year-on-year -42.76% -15.34% +16.89%

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 20 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 20 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 20 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 -23 579 £475 -13.64% 235
UK excluding London +19 323 £450 -11.76% 196
London -44 269 £525 -8.70% 86
Work from Home -10 203 £443 -19.55% 115
North of England +23 115 £449 -14.57% 29
South East +17 79 £450 -10.00% 80
Yorkshire -2 64 £473 -14.08% 7
Midlands -25 59 £525 -12.50% 30
North West +7 50 £396 -22.73% 19
West Midlands -24 44 £525 -17.32% 10
Scotland +14 31 £475 +8.57% 11
South West +4 28 £500 -32.20% 16
East of England -41 20 £550 +22.22% 34
East Midlands -10 15 £465 +33.62% 20
Wales 0 3 £450 +39.53% 3
Northern Ireland -10 1 - - 2
North East -12 1 £450 -21.74% 3

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 (5.05%) Confluence
2 30 (4.59%) SharePoint
3 15 (2.29%) Apache Spark
4 10 (1.53%) Apache
5 9 (1.38%) Apache Airflow
6 7 (1.07%) nginx
7 5 (0.76%) IIS
8 4 (0.61%) GeoServer
8 4 (0.61%) Microsoft Exchange
8 4 (0.61%) Smallworld
9 3 (0.46%) Ethereum
9 3 (0.46%) Hyperledger
9 3 (0.46%) SAS
10 2 (0.31%) Adobe Experience Manager
10 2 (0.31%) Luigi
10 2 (0.31%) Oracle SOA Suite
10 2 (0.31%) Tomcat
11 1 (0.15%) Gunicorn
11 1 (0.15%) Jupyter
11 1 (0.15%) OpenStack
Applications
1 33 (5.05%) Microsoft Office
2 15 (2.29%) Microsoft Excel
3 6 (0.92%) 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 (1.68%) SAP S/4HANA
2 10 (1.53%) Dynamics CRM
3 4 (0.61%) Aladdin
4 3 (0.46%) Bloomberg AIM
4 3 (0.46%) SAP ERP
4 3 (0.46%) Temenos T24
4 3 (0.46%) Workday HCM
5 2 (0.31%) Maximo
5 2 (0.31%) Oracle EBS
5 2 (0.31%) SAP CX
5 2 (0.31%) SAP GRC
5 2 (0.31%) SAP Travel Management
6 1 (0.15%) JDE EnterpriseOne
6 1 (0.15%) Oracle Payables
6 1 (0.15%) Oracle Receivables
6 1 (0.15%) Payment Gateway
6 1 (0.15%) Salesforce CRM
6 1 (0.15%) SAP MDG
6 1 (0.15%) SAP PLM
6 1 (0.15%) TRIRIGA
Cloud Services
1 191 (29.20%) Azure
2 188 (28.75%) AWS
3 106 (16.21%) GCP
4 65 (9.94%) Serverless
5 58 (8.87%) GitHub
6 45 (6.88%) Power Platform
7 32 (4.89%) Azure DevOps
7 32 (4.89%) Microsoft 365
8 26 (3.98%) SaaS
9 23 (3.52%) GitHub Actions
10 20 (3.06%) AWS Lambda
11 18 (2.75%) Amazon S3
12 16 (2.45%) Azure Logic Apps
13 15 (2.29%) Amazon ECS
14 14 (2.14%) Azure Data Factory
15 13 (1.99%) AWS CloudFormation
15 13 (1.99%) IaaS
15 13 (1.99%) OpenShift
15 13 (1.99%) Power Automate
16 12 (1.83%) Dynamics 365
Communications & Networking
1 27 (4.13%) Firewall
2 20 (3.06%) DNS
3 17 (2.60%) Network Security
4 14 (2.14%) Wireless
5 13 (1.99%) SSH
6 11 (1.68%) HTTP
7 10 (1.53%) TCP/IP
7 10 (1.53%) VoIP
8 8 (1.22%) VPN
9 7 (1.07%) WAN
10 6 (0.92%) DHCP
10 6 (0.92%) LAN
11 5 (0.76%) Cisco IOS
11 5 (0.76%) CTI
11 5 (0.76%) HTTPS
11 5 (0.76%) SAN
12 4 (0.61%) Internet
12 4 (0.61%) PuTTY
12 4 (0.61%) SSL
12 4 (0.61%) Telepresence
Database & Business Intelligence
1 64 (9.79%) PostgreSQL
2 56 (8.56%) NoSQL
3 42 (6.42%) Relational Database
4 39 (5.96%) SQL Server
5 35 (5.35%) Data Warehouse
6 32 (4.89%) Power BI
7 27 (4.13%) MySQL
8 20 (3.06%) Big Data
9 19 (2.91%) Tableau
10 14 (2.14%) MongoDB
11 12 (1.83%) Amazon RDS
12 11 (1.68%) Elasticsearch
13 9 (1.38%) Metadata
14 8 (1.22%) Data Lake
15 7 (1.07%) Apache Cassandra
15 7 (1.07%) Redis
16 6 (0.92%) Amazon Athena
16 6 (0.92%) Amazon Redshift
16 6 (0.92%) Couchbase
16 6 (0.92%) SQL Server Integration Services
Development Applications
1 75 (11.47%) Git
1 75 (11.47%) Jenkins
2 68 (10.40%) GitLab
3 67 (10.24%) JIRA
4 29 (4.43%) Liquibase
5 15 (2.29%) Postman
6 13 (1.99%) Selenium
7 9 (1.38%) Cypress.io
8 7 (1.07%) Artifactory
9 6 (0.92%) Bitbucket
9 6 (0.92%) CircleCI
10 5 (0.76%) Cucumber
10 5 (0.76%) SonarQube
10 5 (0.76%) TeamCity
11 4 (0.61%) Hardhat
11 4 (0.61%) JUnit
11 4 (0.61%) Subversion
11 4 (0.61%) webpack
12 3 (0.46%) Eclipse
12 3 (0.46%) Team Foundation Server
General
1 346 (52.91%) Social Skills
2 190 (29.05%) Finance
3 163 (24.92%) Analytical Skills
4 97 (14.83%) Banking
5 35 (5.35%) Public Sector
6 34 (5.20%) Financial Institution
7 24 (3.67%) Marketing
8 17 (2.60%) Documentation Skills
8 17 (2.60%) Front Office
8 17 (2.60%) Investment Banking
8 17 (2.60%) Organisational Skills
8 17 (2.60%) Presentation Skills
9 14 (2.14%) Manufacturing
10 12 (1.83%) Influencing Skills
11 11 (1.68%) Legal
12 10 (1.53%) Telecoms
13 9 (1.38%) Back Office
13 9 (1.38%) Inclusion and Diversity
13 9 (1.38%) Retail
14 6 (0.92%) Digital Healthcare
Job Titles
1 143 (21.87%) Developer
2 73 (11.16%) Architect
3 69 (10.55%) Analyst
4 67 (10.24%) Senior
5 39 (5.96%) Lead
5 39 (5.96%) Software Engineer
6 24 (3.67%) AWS Engineer
7 23 (3.52%) Senior Developer
8 22 (3.36%) Solutions Architect
8 22 (3.36%) Technical Support
9 19 (2.91%) Cloud Engineer
9 19 (2.91%) Full-Stack Developer
10 18 (2.75%) Cloud Architect
10 18 (2.75%) DevOps Engineer
10 18 (2.75%) Java Developer
10 18 (2.75%) Senior Software Engineer
10 18 (2.75%) Site Engineer
10 18 (2.75%) Site Reliability Engineer
11 17 (2.60%) Consultant
12 16 (2.45%) Business Analyst
Libraries, Frameworks & Software Standards
1 113 (17.28%) REST
2 73 (11.16%) RESTful
3 47 (7.19%) .NET
3 47 (7.19%) Elastic Stack
4 43 (6.57%) HTML
5 35 (5.35%) React
6 34 (5.20%) JSON
7 33 (5.05%) SOAP
8 32 (4.89%) CSS
9 31 (4.74%) XML
10 29 (4.43%) Kafka
10 29 (4.43%) OAuth
11 28 (4.28%) Spring
12 26 (3.98%) Middleware
13 25 (3.82%) Node.js
14 20 (3.06%) LangChain
15 19 (2.91%) AngularJS
15 19 (2.91%) OAuth2
16 17 (2.60%) Web Services
17 16 (2.45%) RabbitMQ
Miscellaneous
1 75 (11.47%) Management Information System
2 68 (10.40%) Cloud Native
3 50 (7.65%) Distributed Systems
4 37 (5.66%) Public Cloud
5 33 (5.05%) Product Ownership
6 30 (4.59%) Algorithms
7 24 (3.67%) Data Protection Act
8 21 (3.21%) Data Structures
8 21 (3.21%) Enterprise Software
9 20 (3.06%) Security Posture
10 16 (2.45%) Legacy Systems
11 14 (2.14%) Tandem
11 14 (2.14%) Virtual Team
12 13 (1.99%) AI Agents
12 13 (1.99%) Onboarding
13 12 (1.83%) Analytical Mindset
14 11 (1.68%) Derivative
14 11 (1.68%) Fixed Income
15 10 (1.53%) PKI
16 9 (1.38%) Mobile App
Operating Systems
1 113 (17.28%) Linux
2 85 (13.00%) Windows
3 49 (7.49%) Unix
4 11 (1.68%) Windows Server
5 9 (1.38%) Windows 10
6 8 (1.22%) Android
7 7 (1.07%) Apple iOS
8 6 (0.92%) Mac OS
9 4 (0.61%) VMS
10 3 (0.46%) Red Hat Enterprise Linux
11 1 (0.15%) Kali Linux
11 1 (0.15%) Mac OS X
Processes & Methodologies
1 647 (98.93%) Computer Science
2 274 (41.90%) Problem-Solving
3 240 (36.70%) Agile
4 206 (31.50%) DevOps
5 188 (28.75%) CI/CD
6 119 (18.20%) Microservices
7 114 (17.43%) Software Engineering
8 112 (17.13%) Containerisation
9 80 (12.23%) Analytics
10 79 (12.08%) Infrastructure as Code
11 77 (11.77%) AI
11 77 (11.77%) Migration
12 71 (10.86%) Change Management
13 70 (10.70%) Stakeholder Management
14 66 (10.09%) Continuous Improvement
14 66 (10.09%) Data Modelling
15 61 (9.33%) Cybersecurity
16 60 (9.17%) Decision-Making
17 57 (8.72%) Test Automation
18 56 (8.56%) Continuous Integration
Programming Languages
1 248 (37.92%) Python
2 137 (20.95%) SQL
3 123 (18.81%) Java
4 85 (13.00%) JavaScript
5 54 (8.26%) Go
6 47 (7.19%) TypeScript
7 44 (6.73%) C#
8 34 (5.20%) PowerShell
9 32 (4.89%) Bash
10 20 (3.06%) Perl
11 19 (2.91%) C++
12 11 (1.68%) Ruby
13 10 (1.53%) R
13 10 (1.53%) Shell Script
14 9 (1.38%) Apex Code
15 6 (0.92%) Bicep
15 6 (0.92%) Data Analysis Expressions
15 6 (0.92%) T-SQL
16 5 (0.76%) Kotlin
17 4 (0.61%) Solidity
Qualifications
1 654 (100.00%) Degree
2 145 (22.17%) Master's Degree
3 69 (10.55%) Security Cleared
4 46 (7.03%) SC Cleared
5 35 (5.35%) AWS Certification
6 32 (4.89%) Azure Certification
7 23 (3.52%) BPSS Clearance
8 21 (3.21%) CISSP
8 21 (3.21%) Microsoft Certification
9 20 (3.06%) AWS Certified Solutions Architect
10 18 (2.75%) Cisco Certification
11 16 (2.45%) PMI Certification
12 14 (2.14%) PMP
13 12 (1.83%) DV Cleared
13 12 (1.83%) TOGAF Certification
14 10 (1.53%) CCNA
14 10 (1.53%) CompTIA Security+
14 10 (1.53%) ISO 27001 Lead Implementer
15 8 (1.22%) CCNP
15 8 (1.22%) CISM
Quality Assurance & Compliance
1 56 (8.56%) QA
2 42 (6.42%) GDPR
3 41 (6.27%) Data Quality
4 30 (4.59%) ISO/IEC 27001
5 13 (1.99%) GRC
6 11 (1.68%) Def Stans
7 10 (1.53%) NIST
8 7 (1.07%) California Consumer Privacy Act
8 7 (1.07%) HIPAA
8 7 (1.07%) PCI DSS
9 6 (0.92%) Accessibility
10 5 (0.76%) PMO
10 5 (0.76%) SLA
11 3 (0.46%) NIST 800
12 2 (0.31%) Actionable Recommendations
12 2 (0.31%) Basel III
12 2 (0.31%) HL7
12 2 (0.31%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 2 (0.31%) PSD2
12 2 (0.31%) WCAG
System Software
1 120 (18.35%) Docker
2 19 (2.91%) Active Directory
3 13 (1.99%) VMware Infrastructure
4 4 (0.61%) Virtual Machines
5 3 (0.46%) Hyper-V
5 3 (0.46%) VMware NSX
5 3 (0.46%) vSphere
6 2 (0.31%) Firmware
7 1 (0.15%) PowerHA
7 1 (0.15%) Tivoli Workload Scheduler
Systems Management
1 121 (18.50%) Kubernetes
2 88 (13.46%) Terraform
3 72 (11.01%) Ansible
4 49 (7.49%) Grafana
5 39 (5.96%) Prometheus
6 15 (2.29%) Puppet
7 11 (1.68%) Kibana
8 7 (1.07%) Argo
8 7 (1.07%) Microsoft Intune
8 7 (1.07%) SCCM
9 4 (0.61%) Progress Chef
10 3 (0.46%) Single Sign-On
10 3 (0.46%) vRealize
11 2 (0.31%) FortiGate
11 2 (0.31%) HP ALM
11 2 (0.31%) Kustomize
11 2 (0.31%) RSA Archer
11 2 (0.31%) vCenter Server
12 1 (0.15%) SCOM
12 1 (0.15%) ZABBIX
Vendors
1 129 (19.72%) Microsoft
2 68 (10.40%) Splunk
3 46 (7.03%) Google
4 43 (6.57%) Oracle
5 29 (4.43%) Salesforce
6 26 (3.98%) SAP
7 25 (3.82%) IBM
8 21 (3.21%) Databricks
9 20 (3.06%) ServiceNow
10 19 (2.91%) Cisco
11 18 (2.75%) VMware
12 14 (2.14%) Red Hat
13 8 (1.22%) Atlassian
13 8 (1.22%) MuleSoft
13 8 (1.22%) Pega
14 7 (1.07%) OpenAI
15 6 (0.92%) Foundry
15 6 (0.92%) PagerDuty
15 6 (0.92%) Palo Alto
15 6 (0.92%) Thales