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

6 months to
18 Dec 2025
Same period 2024 Same period 2023
Rank 158 136 162
Rank change year-on-year -22 +26 +153
Contract jobs citing Computer Science Degree 652 659 718
As % of all contract jobs in the UK 1.78% 1.93% 1.63%
As % of the Qualifications category 5.28% 6.48% 5.47%
Number of daily rates quoted 433 408 491
10th Percentile £274 £348 £311
25th Percentile £383 £450 £425
Median daily rate (50th Percentile) £476 £550 £525
Median % change year-on-year -13.45% +4.76% -12.50%
75th Percentile £638 £686 £641
90th Percentile £750 £841 £775
UK excluding London median daily rate £450 £500 £500
% change year-on-year -10.00% - +6.38%
Number of hourly rates quoted 22 12 16
10th Percentile £25.59 £42.02 £42.50
25th Percentile - £48.25 £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 £70.25 £62.19
90th Percentile £82.90 - £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 12,340 10,172 13,132
As % of all contract IT jobs advertised in the UK 33.73% 29.75% 29.74%
Number of daily rates quoted 8,022 6,239 8,279
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 £513 £538
% change year-on-year -2.44% -4.65% +2.38%
Number of hourly rates quoted 1,009 485 733
10th Percentile £16.35 £19.72 £17.30
25th Percentile £19.38 £24.18 £27.50
Median hourly rate £25.15 £40.00 £52.50
Median % change year-on-year -37.13% -23.81% +16.67%
75th Percentile £52.31 £66.00 £67.50
90th Percentile £75.00 £75.00 £80.00
UK excluding London median hourly rate £25.15 £45.59 £51.90
% change year-on-year -44.83% -12.16% +16.11%

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 18 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 18 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 18 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 -17 577 £476 -13.55% 922
UK excluding London +9 318 £450 -10.00% 884
London -37 272 £525 -8.70% 146
Work from Home -17 200 £445 -19.14% 412
North of England +22 115 £449 -14.57% 175
South East +14 77 £450 -10.00% 246
Yorkshire +6 64 £473 -14.08% 68
Midlands -29 56 £515 -14.17% 161
North West +12 50 £396 -22.73% 88
West Midlands -28 43 £525 -17.32% 78
Scotland +12 31 £475 +8.57% 53
South West +4 28 £500 -32.20% 95
East of England -39 20 £550 +22.22% 140
East Midlands -9 13 £450 +29.31% 69
Wales +4 3 £450 +39.53% 16
Northern Ireland -9 1 - - 12
North East -10 1 £450 -21.74% 19

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 (5.06%) Confluence
2 30 (4.60%) SharePoint
3 15 (2.30%) Apache Spark
4 10 (1.53%) Apache
5 9 (1.38%) Apache Airflow
6 7 (1.07%) nginx
7 5 (0.77%) 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%) OpenStack
11 1 (0.15%) Oracle Service Bus
Applications
1 33 (5.06%) Microsoft Office
2 15 (2.30%) 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 (1.69%) 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%) Endur
6 1 (0.15%) FLEXCUBE
6 1 (0.15%) JDE EnterpriseOne
6 1 (0.15%) Misys Equation
6 1 (0.15%) Oracle Applications
6 1 (0.15%) Oracle ERP
6 1 (0.15%) Oracle HRMS
6 1 (0.15%) SAP PLM
Cloud Services
1 191 (29.29%) Azure
2 188 (28.83%) AWS
3 106 (16.26%) GCP
4 65 (9.97%) Serverless
5 58 (8.90%) GitHub
6 45 (6.90%) Power Platform
7 32 (4.91%) Azure DevOps
7 32 (4.91%) Microsoft 365
8 26 (3.99%) SaaS
9 23 (3.53%) GitHub Actions
10 20 (3.07%) AWS Lambda
11 18 (2.76%) Amazon S3
12 16 (2.45%) Azure Logic Apps
13 15 (2.30%) Amazon ECS
14 14 (2.15%) 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 (1.84%) Snowflake
Communications & Networking
1 28 (4.29%) Firewall
2 21 (3.22%) DNS
3 17 (2.61%) Network Security
4 14 (2.15%) Wireless
5 13 (1.99%) SSH
6 11 (1.69%) HTTP
7 10 (1.53%) TCP/IP
7 10 (1.53%) VoIP
8 9 (1.38%) VPN
9 7 (1.07%) DHCP
9 7 (1.07%) WAN
10 5 (0.77%) Cisco IOS
10 5 (0.77%) CTI
10 5 (0.77%) HTTPS
10 5 (0.77%) LAN
10 5 (0.77%) SAN
11 4 (0.61%) Internet
11 4 (0.61%) PuTTY
11 4 (0.61%) SSL
11 4 (0.61%) Telepresence
Database & Business Intelligence
1 64 (9.82%) PostgreSQL
2 56 (8.59%) NoSQL
3 41 (6.29%) Relational Database
4 39 (5.98%) SQL Server
5 34 (5.21%) Data Warehouse
6 32 (4.91%) Power BI
7 26 (3.99%) MySQL
8 20 (3.07%) Big Data
9 19 (2.91%) Tableau
10 14 (2.15%) MongoDB
11 12 (1.84%) Amazon RDS
12 11 (1.69%) Elasticsearch
13 9 (1.38%) Metadata
14 8 (1.23%) 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 (11.50%) Git
1 75 (11.50%) Jenkins
2 68 (10.43%) GitLab
3 67 (10.28%) JIRA
4 29 (4.45%) Liquibase
5 15 (2.30%) 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 (0.77%) Cucumber
10 5 (0.77%) SonarQube
10 5 (0.77%) 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%) Gradle
12 3 (0.46%) MLflow
General
1 348 (53.37%) Social Skills
2 191 (29.29%) Finance
3 162 (24.85%) Analytical Skills
4 97 (14.88%) Banking
5 34 (5.21%) Financial Institution
5 34 (5.21%) Public Sector
6 22 (3.37%) Marketing
7 19 (2.91%) Presentation Skills
8 17 (2.61%) Documentation Skills
8 17 (2.61%) Front Office
8 17 (2.61%) Investment Banking
8 17 (2.61%) Organisational Skills
9 14 (2.15%) Manufacturing
10 13 (1.99%) Influencing Skills
11 11 (1.69%) 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%) Military
Job Titles
1 143 (21.93%) Developer
2 73 (11.20%) Architect
3 68 (10.43%) Analyst
4 66 (10.12%) Senior
5 39 (5.98%) Lead
5 39 (5.98%) Software Engineer
6 24 (3.68%) AWS Engineer
7 23 (3.53%) Senior Developer
7 23 (3.53%) Solutions Architect
8 21 (3.22%) Technical Support
9 19 (2.91%) Cloud Engineer
9 19 (2.91%) Full-Stack Developer
10 18 (2.76%) DevOps Engineer
10 18 (2.76%) Java Developer
10 18 (2.76%) Senior Software Engineer
10 18 (2.76%) Site Engineer
10 18 (2.76%) Site Reliability Engineer
11 17 (2.61%) Cloud Architect
11 17 (2.61%) Consultant
12 16 (2.45%) Business Analyst
Libraries, Frameworks & Software Standards
1 112 (17.18%) REST
2 73 (11.20%) RESTful
3 47 (7.21%) .NET
3 47 (7.21%) Elastic Stack
4 41 (6.29%) HTML
5 35 (5.37%) React
6 34 (5.21%) JSON
7 33 (5.06%) SOAP
8 31 (4.75%) XML
9 30 (4.60%) CSS
10 29 (4.45%) Kafka
10 29 (4.45%) OAuth
11 28 (4.29%) Spring
12 26 (3.99%) Middleware
13 25 (3.83%) Node.js
14 20 (3.07%) LangChain
15 19 (2.91%) AngularJS
15 19 (2.91%) OAuth2
16 17 (2.61%) Web Services
17 16 (2.45%) RabbitMQ
Miscellaneous
1 75 (11.50%) Management Information System
2 68 (10.43%) Cloud Native
3 50 (7.67%) Distributed Systems
4 38 (5.83%) Public Cloud
5 33 (5.06%) Product Ownership
6 30 (4.60%) Algorithms
7 24 (3.68%) Data Protection Act
8 21 (3.22%) Data Structures
8 21 (3.22%) Enterprise Software
9 20 (3.07%) Security Posture
10 16 (2.45%) Legacy Systems
11 14 (2.15%) Onboarding
11 14 (2.15%) Tandem
11 14 (2.15%) Virtual Team
12 13 (1.99%) AI Agents
13 12 (1.84%) Analytical Mindset
14 11 (1.69%) Derivative
14 11 (1.69%) Fixed Income
15 10 (1.53%) Data Centre
15 10 (1.53%) PKI
Operating Systems
1 112 (17.18%) Linux
2 84 (12.88%) Windows
3 48 (7.36%) Unix
4 11 (1.69%) Windows Server
5 9 (1.38%) Windows 10
6 8 (1.23%) 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
1 645 (98.93%) Computer Science
2 274 (42.02%) Problem-Solving
3 242 (37.12%) Agile
4 206 (31.60%) DevOps
5 188 (28.83%) CI/CD
6 119 (18.25%) Microservices
7 113 (17.33%) Software Engineering
8 112 (17.18%) Containerisation
9 80 (12.27%) Analytics
10 79 (12.12%) Infrastructure as Code
11 78 (11.96%) Migration
12 77 (11.81%) AI
13 71 (10.89%) Change Management
14 68 (10.43%) Stakeholder Management
15 66 (10.12%) Continuous Improvement
16 64 (9.82%) Data Modelling
17 61 (9.36%) Cybersecurity
18 60 (9.20%) Decision-Making
19 57 (8.74%) Test Automation
20 56 (8.59%) Continuous Integration
Programming Languages
1 247 (37.88%) Python
2 135 (20.71%) SQL
3 123 (18.87%) Java
4 82 (12.58%) JavaScript
5 54 (8.28%) Go
6 47 (7.21%) TypeScript
7 44 (6.75%) C#
8 34 (5.21%) PowerShell
9 32 (4.91%) Bash
10 19 (2.91%) C++
10 19 (2.91%) Perl
11 11 (1.69%) Ruby
12 10 (1.53%) R
12 10 (1.53%) Shell Script
13 9 (1.38%) Apex Code
14 6 (0.92%) Bicep
14 6 (0.92%) Data Analysis Expressions
14 6 (0.92%) T-SQL
15 5 (0.77%) Kotlin
16 4 (0.61%) Solidity
Qualifications
1 652 (100.00%) Degree
2 145 (22.24%) Master's Degree
3 68 (10.43%) Security Cleared
4 46 (7.06%) SC Cleared
5 35 (5.37%) AWS Certification
6 32 (4.91%) Azure Certification
7 22 (3.37%) BPSS Clearance
8 21 (3.22%) CISSP
8 21 (3.22%) Microsoft Certification
9 20 (3.07%) AWS Certified Solutions Architect
10 19 (2.91%) Cisco Certification
11 17 (2.61%) PMI Certification
12 15 (2.30%) PMP
13 12 (1.84%) DV Cleared
13 12 (1.84%) TOGAF Certification
14 10 (1.53%) CCNA
14 10 (1.53%) CompTIA Security+
14 10 (1.53%) ISO 27001 Lead Implementer
15 9 (1.38%) CCNP
16 8 (1.23%) CISM
Quality Assurance & Compliance
1 56 (8.59%) QA
2 41 (6.29%) Data Quality
2 41 (6.29%) GDPR
3 30 (4.60%) ISO/IEC 27001
4 13 (1.99%) GRC
5 11 (1.69%) Def Stans
6 10 (1.53%) NIST
7 7 (1.07%) California Consumer Privacy Act
7 7 (1.07%) HIPAA
7 7 (1.07%) PCI DSS
8 6 (0.92%) Accessibility
9 5 (0.77%) PMO
9 5 (0.77%) SLA
10 3 (0.46%) NIST 800
11 2 (0.31%) Basel III
11 2 (0.31%) COBIT
11 2 (0.31%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 2 (0.31%) MiFID
11 2 (0.31%) PSD2
11 2 (0.31%) WCAG
System Software
1 120 (18.40%) Docker
2 19 (2.91%) Active Directory
3 14 (2.15%) VMware Infrastructure
4 4 (0.61%) Virtual Machines
4 4 (0.61%) VMware NSX
4 4 (0.61%) vSphere
5 3 (0.46%) Hyper-V
6 2 (0.31%) Firmware
7 1 (0.15%) PowerHA
7 1 (0.15%) Tivoli Workload Scheduler
Systems Management
1 121 (18.56%) Kubernetes
2 88 (13.50%) Terraform
3 72 (11.04%) Ansible
4 49 (7.52%) Grafana
5 39 (5.98%) Prometheus
6 15 (2.30%) Puppet
7 11 (1.69%) 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 (19.79%) Microsoft
2 68 (10.43%) Splunk
3 46 (7.06%) Google
4 42 (6.44%) Oracle
5 27 (4.14%) Salesforce
6 25 (3.83%) IBM
6 25 (3.83%) SAP
7 21 (3.22%) Databricks
8 20 (3.07%) ServiceNow
9 19 (2.91%) Cisco
9 19 (2.91%) VMware
10 14 (2.15%) Red Hat
11 8 (1.23%) Atlassian
11 8 (1.23%) Pega
12 7 (1.07%) MuleSoft
12 7 (1.07%) OpenAI
13 6 (0.92%) Foundry
13 6 (0.92%) PagerDuty
13 6 (0.92%) Palo Alto
13 6 (0.92%) Thales