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 28 November 2025, comparing them to the same period in the previous two years.

6 months to
28 Nov 2025
Same period 2024 Same period 2023
Rank 161 124 161
Rank change year-on-year -37 +37 +159
Contract jobs citing Computer Science Degree 647 719 731
As % of all contract jobs in the UK 1.79% 1.96% 1.60%
As % of the Qualifications category 5.37% 6.69% 5.45%
Number of daily rates quoted 430 434 498
10th Percentile £286 £363 £312
25th Percentile £384 £458 £418
Median daily rate (50th Percentile) £477 £552 £525
Median % change year-on-year -13.63% +5.14% -12.50%
75th Percentile £645 £700 £638
90th Percentile £750 £825 £775
UK excluding London median daily rate £450 £550 £500
% change year-on-year -18.18% +10.00% -
Number of hourly rates quoted 21 13 17
10th Percentile - £42.13 £27.45
25th Percentile £29.00 £50.00 £42.50
Median hourly rate £33.50 £52.50 £55.00
Median % change year-on-year -36.19% -4.55% +0.92%
75th Percentile - £70.25 £61.25
90th Percentile £55.00 - £66.00
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 12,038 10,748 13,416
As % of all contract IT jobs advertised in the UK 33.35% 29.36% 29.40%
Number of daily rates quoted 7,771 6,455 8,492
10th Percentile £305 £310 £300
25th Percentile £413 £420 £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 £518 £538
% change year-on-year -3.38% -3.72% +2.38%
Number of hourly rates quoted 1,018 531 765
10th Percentile £17.53 £18.97 £17.72
25th Percentile £19.38 £24.18 £27.50
Median hourly rate £25.15 £42.88 £53.67
Median % change year-on-year -41.35% -20.10% +19.26%
75th Percentile £45.46 £67.01 £68.75
90th Percentile £73.75 £75.00 £80.00
UK excluding London median hourly rate £25.15 £46.71 £52.50
% change year-on-year -46.16% -11.02% +16.67%

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 28 November 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 28 November 2025.

Hourly rate histogram for Computer Science Degree in the UK

Computer Science Degree
Top 16 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 28 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
England -24 572 £476 -16.51% 385
UK excluding London +8 317 £450 -18.18% 335
London -45 274 £525 -8.70% 168
Work from Home -7 195 £447 -22.26% 157
North of England +6 116 £447 -14.86% 34
South East +30 71 £456 -8.75% 148
Yorkshire -8 63 £461 -14.18% 14
Midlands -14 60 £515 -10.43% 38
North West +10 52 £387 -26.29% 18
West Midlands -35 44 £530 -11.67% 18
Scotland +5 31 £450 +2.86% 25
South West -5 24 £637 -13.69% 42
East of England -34 24 £550 +22.22% 40
East Midlands -2 16 £450 +26.40% 20
Wales -2 4 £450 -9.46% 13
North East -13 1 £450 -21.74% 4

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 30 (4.64%) Confluence
2 27 (4.17%) SharePoint
3 11 (1.70%) Apache Spark
4 10 (1.55%) Apache Airflow
5 7 (1.08%) Apache
5 7 (1.08%) nginx
6 6 (0.93%) Microsoft Exchange
7 5 (0.77%) IIS
8 4 (0.62%) GeoServer
8 4 (0.62%) SAS
8 4 (0.62%) Smallworld
9 3 (0.46%) Ethereum
9 3 (0.46%) Hyperledger
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%) JBoss
11 1 (0.15%) MQSeries
Applications
1 36 (5.56%) Microsoft Office
2 16 (2.47%) Microsoft Excel
3 6 (0.93%) Microsoft PowerPoint
4 3 (0.46%) MS Visio
5 2 (0.31%) Microsoft Project
5 2 (0.31%) Spreadsheet
6 1 (0.15%) Adobe Illustrator
6 1 (0.15%) Chatbot
6 1 (0.15%) InDesign
6 1 (0.15%) Photoshop
Business Applications
1 12 (1.85%) SAP S/4HANA
2 9 (1.39%) Dynamics CRM
3 3 (0.46%) Aladdin
3 3 (0.46%) Bloomberg AIM
3 3 (0.46%) SAP ERP
3 3 (0.46%) Temenos T24
3 3 (0.46%) Workday HCM
4 2 (0.31%) Maximo
4 2 (0.31%) Oracle EBS
4 2 (0.31%) SAP CX
4 2 (0.31%) SAP GRC
4 2 (0.31%) SAP PLM
4 2 (0.31%) SAP Travel Management
5 1 (0.15%) Endur
5 1 (0.15%) FLEXCUBE
5 1 (0.15%) JDE EnterpriseOne
5 1 (0.15%) Misys Equation
5 1 (0.15%) Oracle Applications
5 1 (0.15%) Oracle HRMS
5 1 (0.15%) SAP FS
Cloud Services
1 178 (27.51%) AWS
2 172 (26.58%) Azure
3 105 (16.23%) GCP
4 63 (9.74%) Serverless
5 57 (8.81%) GitHub
6 42 (6.49%) Power Platform
7 31 (4.79%) Microsoft 365
8 28 (4.33%) Azure DevOps
9 23 (3.55%) SaaS
10 22 (3.40%) GitHub Actions
11 20 (3.09%) Amazon S3
12 19 (2.94%) Amazon ECS
13 18 (2.78%) AWS Lambda
14 15 (2.32%) Azure Logic Apps
15 14 (2.16%) Azure Data Factory
15 14 (2.16%) OpenShift
16 12 (1.85%) Entra ID
16 12 (1.85%) Power Automate
17 11 (1.70%) Dynamics 365
18 10 (1.55%) AWS CloudFormation
Communications & Networking
1 32 (4.95%) Firewall
2 22 (3.40%) DNS
3 20 (3.09%) Network Security
4 18 (2.78%) Wireless
5 14 (2.16%) DHCP
5 14 (2.16%) VoIP
6 13 (2.01%) SSH
7 12 (1.85%) Cisco IOS
8 11 (1.70%) HTTP
8 11 (1.70%) PuTTY
8 11 (1.70%) VPN
9 10 (1.55%) WAN
10 7 (1.08%) LAN
10 7 (1.08%) TCP/IP
10 7 (1.08%) WLAN
11 6 (0.93%) Telepresence
12 5 (0.77%) CTI
12 5 (0.77%) MGCP
12 5 (0.77%) SCCP
12 5 (0.77%) WebEx
Database & Business Intelligence
1 64 (9.89%) PostgreSQL
2 59 (9.12%) NoSQL
3 37 (5.72%) Relational Database
4 33 (5.10%) SQL Server
5 31 (4.79%) Data Warehouse
6 30 (4.64%) Power BI
7 24 (3.71%) MySQL
8 19 (2.94%) Big Data
9 17 (2.63%) Tableau
10 15 (2.32%) Amazon RDS
11 12 (1.85%) MongoDB
12 10 (1.55%) Amazon Athena
13 9 (1.39%) Metadata
13 9 (1.39%) Redis
14 8 (1.24%) Data Lake
15 7 (1.08%) Elasticsearch
15 7 (1.08%) SQL Server Integration Services
16 6 (0.93%) Amazon Redshift
16 6 (0.93%) Apache Cassandra
16 6 (0.93%) Couchbase
Development Applications
1 78 (12.06%) Jenkins
2 77 (11.90%) Git
3 69 (10.66%) GitLab
4 66 (10.20%) JIRA
5 29 (4.48%) Liquibase
6 17 (2.63%) Postman
7 12 (1.85%) Selenium
8 7 (1.08%) Bitbucket
9 6 (0.93%) Artifactory
9 6 (0.93%) Cucumber
9 6 (0.93%) Cypress.io
10 5 (0.77%) CircleCI
10 5 (0.77%) Subversion
11 4 (0.62%) Hardhat
11 4 (0.62%) JUnit
11 4 (0.62%) TeamCity
11 4 (0.62%) webpack
12 3 (0.46%) MLflow
12 3 (0.46%) SonarQube
12 3 (0.46%) Team Foundation Server
General
1 347 (53.63%) Social Skills
2 195 (30.14%) Finance
3 160 (24.73%) Analytical Skills
4 93 (14.37%) Banking
5 36 (5.56%) Financial Institution
6 29 (4.48%) Public Sector
7 23 (3.55%) Marketing
8 21 (3.25%) Front Office
9 20 (3.09%) Manufacturing
9 20 (3.09%) Organisational Skills
10 18 (2.78%) Documentation Skills
11 17 (2.63%) Investment Banking
12 14 (2.16%) Presentation Skills
13 12 (1.85%) Influencing Skills
13 12 (1.85%) Retail
14 11 (1.70%) Telecoms
15 10 (1.55%) Inclusion and Diversity
15 10 (1.55%) Legal
16 9 (1.39%) Back Office
17 8 (1.24%) Aerospace
Job Titles
1 154 (23.80%) Developer
2 70 (10.82%) Analyst
3 66 (10.20%) Senior
4 63 (9.74%) Architect
5 41 (6.34%) Software Engineer
6 39 (6.03%) Lead
7 27 (4.17%) Senior Developer
8 19 (2.94%) AWS Engineer
8 19 (2.94%) Consultant
8 19 (2.94%) Java Developer
9 18 (2.78%) Cloud Engineer
9 18 (2.78%) Full-Stack Developer
10 17 (2.63%) Senior Software Engineer
10 17 (2.63%) Solutions Architect
10 17 (2.63%) Technical Support
11 16 (2.47%) Business Analyst
11 16 (2.47%) DevOps Engineer
12 15 (2.32%) Data Engineer
12 15 (2.32%) GCP Engineer
13 14 (2.16%) Python Engineer
Libraries, Frameworks & Software Standards
1 111 (17.16%) REST
2 73 (11.28%) RESTful
3 46 (7.11%) HTML
4 41 (6.34%) .NET
4 41 (6.34%) Elastic Stack
5 34 (5.26%) JSON
6 33 (5.10%) CSS
6 33 (5.10%) Kafka
6 33 (5.10%) SOAP
7 31 (4.79%) OAuth
7 31 (4.79%) React
8 30 (4.64%) Spring
8 30 (4.64%) XML
9 26 (4.02%) Middleware
10 24 (3.71%) Node.js
11 21 (3.25%) OAuth2
12 20 (3.09%) AngularJS
12 20 (3.09%) Web Services
13 19 (2.94%) LangChain
14 16 (2.47%) RabbitMQ
Miscellaneous
1 73 (11.28%) Management Information System
2 63 (9.74%) Cloud Native
3 50 (7.73%) Distributed Systems
4 39 (6.03%) Public Cloud
5 34 (5.26%) Algorithms
6 31 (4.79%) Product Ownership
7 29 (4.48%) Data Protection Act
8 24 (3.71%) Data Structures
9 20 (3.09%) Security Posture
9 20 (3.09%) Virtual Team
10 19 (2.94%) Enterprise Software
11 14 (2.16%) Derivative
11 14 (2.16%) Legacy Systems
11 14 (2.16%) Tandem
12 13 (2.01%) Fixed Income
12 13 (2.01%) Foreign Exchange (FX)
12 13 (2.01%) Onboarding
13 11 (1.70%) AI Agents
14 10 (1.55%) Analytical Mindset
14 10 (1.55%) Mobile App
Operating Systems
1 99 (15.30%) Linux
2 70 (10.82%) Windows
3 42 (6.49%) Unix
4 11 (1.70%) Windows Server
5 8 (1.24%) Windows 10
6 7 (1.08%) Android
6 7 (1.08%) Apple iOS
7 5 (0.77%) Mac OS
8 3 (0.46%) Red Hat Enterprise Linux
8 3 (0.46%) VMS
9 1 (0.15%) Kali Linux
9 1 (0.15%) Mac OS X
Processes & Methodologies
1 640 (98.92%) Computer Science
2 277 (42.81%) Problem-Solving
3 246 (38.02%) Agile
4 187 (28.90%) DevOps
5 172 (26.58%) CI/CD
6 114 (17.62%) Microservices
7 113 (17.47%) Software Engineering
8 108 (16.69%) Containerisation
9 82 (12.67%) Analytics
10 81 (12.52%) Migration
11 75 (11.59%) Change Management
12 71 (10.97%) Infrastructure as Code
13 68 (10.51%) Stakeholder Management
14 66 (10.20%) AI
15 64 (9.89%) Continuous Improvement
16 61 (9.43%) Scrum
17 59 (9.12%) Continuous Integration
18 56 (8.66%) Cybersecurity
19 55 (8.50%) Decision-Making
19 55 (8.50%) Test Automation
Programming Languages
1 238 (36.79%) Python
2 130 (20.09%) SQL
3 123 (19.01%) Java
4 81 (12.52%) JavaScript
5 55 (8.50%) Go
6 41 (6.34%) C#
7 38 (5.87%) TypeScript
8 29 (4.48%) PowerShell
9 25 (3.86%) Bash
10 22 (3.40%) C++
11 17 (2.63%) Perl
12 12 (1.85%) Ruby
13 10 (1.55%) Shell Script
14 9 (1.39%) Apex Code
14 9 (1.39%) R
15 6 (0.93%) T-SQL
16 5 (0.77%) Data Analysis Expressions
16 5 (0.77%) VB.NET
17 4 (0.62%) Kotlin
17 4 (0.62%) Solidity
Qualifications
1 647 (100.00%) Degree
2 139 (21.48%) Master's Degree
3 58 (8.96%) Security Cleared
4 43 (6.65%) SC Cleared
5 38 (5.87%) AWS Certification
6 29 (4.48%) Azure Certification
7 27 (4.17%) Cisco Certification
8 24 (3.71%) AWS Certified Solutions Architect
9 22 (3.40%) BPSS Clearance
9 22 (3.40%) CISSP
10 19 (2.94%) Microsoft Certification
10 19 (2.94%) PMI Certification
11 18 (2.78%) PMP
12 15 (2.32%) CCNA
13 13 (2.01%) CCNP
14 10 (1.55%) ISO 27001 Lead Implementer
15 9 (1.39%) TOGAF Certification
16 8 (1.24%) CISM
17 7 (1.08%) GCIH
17 7 (1.08%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 46 (7.11%) QA
2 43 (6.65%) Data Quality
3 40 (6.18%) GDPR
4 30 (4.64%) ISO/IEC 27001
5 13 (2.01%) GRC
6 11 (1.70%) Def Stans
6 11 (1.70%) NIST
7 7 (1.08%) California Consumer Privacy Act
7 7 (1.08%) HIPAA
8 6 (0.93%) SLA
9 5 (0.77%) Accessibility
9 5 (0.77%) PCI DSS
9 5 (0.77%) PMO
10 3 (0.46%) COBIT
10 3 (0.46%) NCSC
10 3 (0.46%) NIST 800
11 2 (0.31%) Basel III
11 2 (0.31%) HL7
11 2 (0.31%) MiFID
11 2 (0.31%) SEPA
System Software
1 112 (17.31%) Docker
2 22 (3.40%) Active Directory
3 14 (2.16%) VMware Infrastructure
4 4 (0.62%) Virtual Machines
4 4 (0.62%) VMware NSX
4 4 (0.62%) vSphere
5 3 (0.46%) Hyper-V
6 1 (0.15%) PowerHA
6 1 (0.15%) Tivoli Workload Scheduler
Systems Management
1 111 (17.16%) Kubernetes
2 76 (11.75%) Terraform
3 66 (10.20%) Ansible
4 50 (7.73%) Grafana
5 42 (6.49%) Prometheus
6 12 (1.85%) Puppet
7 7 (1.08%) Argo
7 7 (1.08%) Kibana
7 7 (1.08%) Microsoft Intune
7 7 (1.08%) SCCM
8 6 (0.93%) Single Sign-On
9 4 (0.62%) Kustomize
10 3 (0.46%) Progress Chef
10 3 (0.46%) vRealize
11 2 (0.31%) HP ALM
11 2 (0.31%) QRadar
11 2 (0.31%) RSA Archer
11 2 (0.31%) vCenter Server
12 1 (0.15%) Kubeflow
12 1 (0.15%) vRealize Orchestrator
Vendors
1 121 (18.70%) Microsoft
2 57 (8.81%) Splunk
3 46 (7.11%) Google
4 40 (6.18%) Oracle
5 30 (4.64%) Cisco
5 30 (4.64%) IBM
6 28 (4.33%) Salesforce
7 26 (4.02%) SAP
7 26 (4.02%) ServiceNow
8 19 (2.94%) VMware
9 15 (2.32%) Databricks
10 12 (1.85%) Red Hat
11 9 (1.39%) Atlassian
12 8 (1.24%) Pega
13 7 (1.08%) MuleSoft
13 7 (1.08%) OpenAI
14 6 (0.93%) Foundry
14 6 (0.93%) Gemalto
14 6 (0.93%) Palo Alto
14 6 (0.93%) Thales