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

6 months to
20 Nov 2025
Same period 2024 Same period 2023
Rank 158 128 161
Rank change year-on-year -30 +33 +151
Contract jobs citing Computer Science Degree 656 709 736
As % of all contract jobs in the UK 1.83% 1.94% 1.60%
As % of the Qualifications category 5.52% 6.62% 5.49%
Number of daily rates quoted 432 430 502
10th Percentile £288 £363 £313
25th Percentile £397 £455 £425
Median daily rate (50th Percentile) £488 £550 £530
Median % change year-on-year -11.36% +3.77% -11.67%
75th Percentile £650 £700 £650
90th Percentile £750 £838 £775
UK excluding London median daily rate £450 £525 £500
% change year-on-year -14.29% +5.00% -
Number of hourly rates quoted 22 12 15
10th Percentile - £43.70 £33.20
25th Percentile £29.00 £50.94 £46.25
Median hourly rate £33.50 £59.00 £55.00
Median % change year-on-year -43.22% +7.27% +0.92%
75th Percentile - £70.25 £65.00
90th Percentile £53.00 - £66.50
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 11,886 10,710 13,401
As % of all contract IT jobs advertised in the UK 33.21% 29.35% 29.14%
Number of daily rates quoted 7,629 6,487 8,476
10th Percentile £300 £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 £716 £725 £725
UK excluding London median daily rate £500 £520 £534
% change year-on-year -3.85% -2.62% +1.71%
Number of hourly rates quoted 1,040 509 763
10th Percentile £17.59 £19.57 £17.72
25th Percentile £19.38 £24.18 £27.50
Median hourly rate £25.15 £45.00 £53.67
Median % change year-on-year -44.11% -16.15% +19.26%
75th Percentile £45.46 £66.00 £69.19
90th Percentile £73.75 £75.00 £80.00
UK excluding London median hourly rate £25.15 £47.37 £52.50
% change year-on-year -46.91% -9.77% +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 20 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 20 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 20 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 -24 581 £482 -12.45% 817
UK excluding London +9 320 £450 -14.29% 414
London -44 281 £527 -8.35% 447
Work from Home -18 194 £447 -19.31% 451
North of England +4 114 £450 -14.29% 65
South East +32 72 £450 -10.00% 133
Yorkshire -4 62 £461 -12.14% 25
Midlands -13 62 £525 -8.70% 61
North West +3 51 £387 -22.60% 29
West Midlands -30 44 £537 -10.50% 32
Scotland +11 31 £450 +2.27% 40
East of England -36 26 £550 +22.22% 60
South West -10 23 £650 -11.86% 39
East Midlands -6 18 £450 +26.40% 28
Wales +3 5 £450 -9.46% 9
North East -15 1 £450 +12.50% 12

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 (4.57%) Confluence
2 27 (4.12%) SharePoint
3 12 (1.83%) Apache Spark
4 10 (1.52%) Apache Airflow
5 7 (1.07%) Apache
5 7 (1.07%) nginx
6 6 (0.91%) Microsoft Exchange
7 5 (0.76%) IIS
8 4 (0.61%) GeoServer
8 4 (0.61%) SAS
8 4 (0.61%) Smallworld
9 3 (0.46%) Ethereum
9 3 (0.46%) Hyperledger
10 2 (0.30%) Adobe Experience Manager
10 2 (0.30%) CMS
10 2 (0.30%) Luigi
10 2 (0.30%) Oracle SOA Suite
10 2 (0.30%) Tomcat
11 1 (0.15%) Gunicorn
11 1 (0.15%) JBoss
Applications
1 37 (5.64%) Microsoft Office
2 16 (2.44%) Microsoft Excel
3 6 (0.91%) Microsoft PowerPoint
4 3 (0.46%) MS Visio
5 2 (0.30%) Spreadsheet
6 1 (0.15%) Adobe Illustrator
6 1 (0.15%) Chatbot
6 1 (0.15%) InDesign
6 1 (0.15%) Microsoft Project
6 1 (0.15%) Photoshop
Business Applications
1 16 (2.44%) SAP S/4HANA
2 8 (1.22%) 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 (0.30%) Actimize
4 2 (0.30%) Maximo
4 2 (0.30%) Oracle EBS
4 2 (0.30%) Payment Gateway
4 2 (0.30%) SAP CX
4 2 (0.30%) SAP GRC
4 2 (0.30%) SAP PLM
4 2 (0.30%) SAP Travel Management
4 2 (0.30%) Sprinklr
5 1 (0.15%) Endur
5 1 (0.15%) FLEXCUBE
5 1 (0.15%) Oracle Applications
5 1 (0.15%) Oracle HRMS
Cloud Services
1 181 (27.59%) AWS
2 170 (25.91%) Azure
3 104 (15.85%) GCP
4 64 (9.76%) Serverless
5 55 (8.38%) GitHub
6 41 (6.25%) Power Platform
7 31 (4.73%) Microsoft 365
8 27 (4.12%) Azure DevOps
9 26 (3.96%) SaaS
10 23 (3.51%) Amazon S3
11 21 (3.20%) GitHub Actions
12 20 (3.05%) AWS Lambda
13 19 (2.90%) Amazon ECS
14 14 (2.13%) Azure Logic Apps
14 14 (2.13%) OpenShift
15 12 (1.83%) Azure Data Factory
15 12 (1.83%) Entra ID
16 11 (1.68%) Power Automate
17 10 (1.52%) AWS CloudFormation
17 10 (1.52%) Dynamics 365
Communications & Networking
1 35 (5.34%) Firewall
2 23 (3.51%) DNS
3 21 (3.20%) Network Security
4 19 (2.90%) Wireless
5 15 (2.29%) DHCP
6 14 (2.13%) VoIP
7 13 (1.98%) Cisco IOS
7 13 (1.98%) SSH
8 12 (1.83%) PuTTY
8 12 (1.83%) VPN
9 11 (1.68%) WAN
10 9 (1.37%) HTTP
11 8 (1.22%) LAN
11 8 (1.22%) WLAN
12 7 (1.07%) TCP/IP
13 6 (0.91%) Telepresence
14 5 (0.76%) CTI
14 5 (0.76%) Internet
14 5 (0.76%) MGCP
14 5 (0.76%) WebEx
Database & Business Intelligence
1 64 (9.76%) PostgreSQL
2 61 (9.30%) NoSQL
3 37 (5.64%) Relational Database
4 33 (5.03%) Data Warehouse
4 33 (5.03%) SQL Server
5 30 (4.57%) Power BI
6 23 (3.51%) MySQL
7 18 (2.74%) Big Data
7 18 (2.74%) Tableau
8 15 (2.29%) Amazon RDS
9 12 (1.83%) MongoDB
10 10 (1.52%) Amazon Athena
10 10 (1.52%) Metadata
11 9 (1.37%) Redis
12 8 (1.22%) Amazon Redshift
12 8 (1.22%) Data Lake
13 6 (0.91%) Apache Cassandra
13 6 (0.91%) Couchbase
13 6 (0.91%) Elasticsearch
13 6 (0.91%) SQL Server Integration Services
Development Applications
1 78 (11.89%) Jenkins
2 76 (11.59%) Git
3 67 (10.21%) GitLab
4 63 (9.60%) JIRA
5 29 (4.42%) Liquibase
6 18 (2.74%) Postman
7 11 (1.68%) Selenium
8 7 (1.07%) Bitbucket
9 6 (0.91%) Artifactory
9 6 (0.91%) Cypress.io
9 6 (0.91%) Subversion
10 5 (0.76%) CircleCI
10 5 (0.76%) Cucumber
10 5 (0.76%) JUnit
11 4 (0.61%) Hardhat
11 4 (0.61%) TeamCity
11 4 (0.61%) webpack
12 3 (0.46%) Eclipse
12 3 (0.46%) IntelliJ
12 3 (0.46%) MLflow
General
1 350 (53.35%) Social Skills
2 196 (29.88%) Finance
3 160 (24.39%) Analytical Skills
4 98 (14.94%) Banking
5 36 (5.49%) Financial Institution
6 25 (3.81%) Public Sector
7 23 (3.51%) Front Office
8 22 (3.35%) Investment Banking
8 22 (3.35%) Marketing
9 21 (3.20%) Manufacturing
9 21 (3.20%) Organisational Skills
10 19 (2.90%) Documentation Skills
11 15 (2.29%) Presentation Skills
12 13 (1.98%) Retail
13 12 (1.83%) Influencing Skills
14 11 (1.68%) Inclusion and Diversity
14 11 (1.68%) Telecoms
15 10 (1.52%) Legal
16 8 (1.22%) Aerospace
16 8 (1.22%) Back Office
Job Titles
1 148 (22.56%) Developer
2 74 (11.28%) Analyst
3 70 (10.67%) Senior
4 64 (9.76%) Architect
5 42 (6.40%) Software Engineer
6 37 (5.64%) Lead
7 26 (3.96%) Senior Developer
8 21 (3.20%) Consultant
9 20 (3.05%) AWS Engineer
9 20 (3.05%) Cloud Engineer
10 18 (2.74%) Full-Stack Developer
11 17 (2.59%) Data Engineer
11 17 (2.59%) Java Developer
11 17 (2.59%) Senior Software Engineer
11 17 (2.59%) Technical Support
12 16 (2.44%) Business Analyst
12 16 (2.44%) DevOps Engineer
12 16 (2.44%) Solutions Architect
13 15 (2.29%) GCP Engineer
14 14 (2.13%) Cloud Architect
Libraries, Frameworks & Software Standards
1 113 (17.23%) REST
2 70 (10.67%) RESTful
3 44 (6.71%) HTML
4 40 (6.10%) Elastic Stack
5 39 (5.95%) .NET
6 38 (5.79%) Kafka
7 34 (5.18%) JSON
8 33 (5.03%) SOAP
9 32 (4.88%) CSS
10 31 (4.73%) React
11 29 (4.42%) OAuth
11 29 (4.42%) XML
12 28 (4.27%) Spring
13 25 (3.81%) Middleware
14 24 (3.66%) Node.js
15 20 (3.05%) AngularJS
15 20 (3.05%) Web Services
16 19 (2.90%) OAuth2
17 17 (2.59%) LangChain
17 17 (2.59%) RabbitMQ
Miscellaneous
1 75 (11.43%) Management Information System
2 65 (9.91%) Cloud Native
3 51 (7.77%) Distributed Systems
4 39 (5.95%) Public Cloud
5 35 (5.34%) Algorithms
6 34 (5.18%) Product Ownership
7 30 (4.57%) Data Protection Act
8 23 (3.51%) Data Structures
9 21 (3.20%) Virtual Team
10 20 (3.05%) Security Posture
11 19 (2.90%) Enterprise Software
12 15 (2.29%) Foreign Exchange (FX)
13 14 (2.13%) Derivative
13 14 (2.13%) Legacy Systems
13 14 (2.13%) Tandem
14 13 (1.98%) Fixed Income
14 13 (1.98%) Onboarding
15 11 (1.68%) Analytical Mindset
16 10 (1.52%) AI Agents
16 10 (1.52%) Data Centre
Operating Systems
1 101 (15.40%) Linux
2 70 (10.67%) Windows
3 41 (6.25%) Unix
4 11 (1.68%) Windows Server
5 8 (1.22%) Android
5 8 (1.22%) Windows 10
6 7 (1.07%) Apple iOS
7 5 (0.76%) 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
1 649 (98.93%) Computer Science
2 278 (42.38%) Problem-Solving
3 244 (37.20%) Agile
4 183 (27.90%) DevOps
5 168 (25.61%) CI/CD
6 115 (17.53%) Software Engineering
7 111 (16.92%) Microservices
8 105 (16.01%) Containerisation
9 89 (13.57%) Analytics
10 79 (12.04%) Migration
11 75 (11.43%) Change Management
12 72 (10.98%) Stakeholder Management
13 70 (10.67%) Infrastructure as Code
14 66 (10.06%) Continuous Improvement
15 63 (9.60%) AI
16 61 (9.30%) Scrum
17 59 (8.99%) Cybersecurity
18 58 (8.84%) Continuous Integration
19 56 (8.54%) Project Management
19 56 (8.54%) Test Automation
Programming Languages
1 237 (36.13%) Python
2 134 (20.43%) SQL
3 121 (18.45%) Java
4 81 (12.35%) JavaScript
5 56 (8.54%) Go
6 39 (5.95%) C#
7 38 (5.79%) TypeScript
8 27 (4.12%) PowerShell
9 23 (3.51%) Bash
10 22 (3.35%) C++
11 18 (2.74%) Perl
12 12 (1.83%) Ruby
13 10 (1.52%) Shell Script
14 9 (1.37%) Apex Code
14 9 (1.37%) R
15 6 (0.91%) Scala
15 6 (0.91%) T-SQL
16 5 (0.76%) Data Analysis Expressions
16 5 (0.76%) Kotlin
16 5 (0.76%) VB.NET
Qualifications
1 656 (100.00%) Degree
2 138 (21.04%) Master's Degree
3 56 (8.54%) Security Cleared
4 41 (6.25%) SC Cleared
5 39 (5.95%) AWS Certification
6 28 (4.27%) Azure Certification
6 28 (4.27%) Cisco Certification
7 25 (3.81%) AWS Certified Solutions Architect
8 23 (3.51%) CISSP
9 19 (2.90%) BPSS Clearance
9 19 (2.90%) Microsoft Certification
10 18 (2.74%) PMI Certification
11 17 (2.59%) PMP
12 16 (2.44%) CCNA
13 14 (2.13%) CCNP
14 10 (1.52%) ISO 27001 Lead Implementer
15 9 (1.37%) CISM
15 9 (1.37%) TOGAF Certification
16 8 (1.22%) ISEB
17 7 (1.07%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 48 (7.32%) Data Quality
2 44 (6.71%) QA
3 39 (5.95%) GDPR
4 31 (4.73%) ISO/IEC 27001
5 13 (1.98%) GRC
6 12 (1.83%) NIST
7 11 (1.68%) Def Stans
8 7 (1.07%) California Consumer Privacy Act
8 7 (1.07%) HIPAA
9 6 (0.91%) SLA
10 5 (0.76%) Accessibility
10 5 (0.76%) PCI DSS
10 5 (0.76%) PMO
11 4 (0.61%) MiFID
11 4 (0.61%) NCSC
11 4 (0.61%) SEPA
12 3 (0.46%) COBIT
12 3 (0.46%) NIST 800
13 2 (0.30%) Actionable Recommendations
13 2 (0.30%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 109 (16.62%) Docker
2 22 (3.35%) Active Directory
3 12 (1.83%) VMware Infrastructure
4 4 (0.61%) Virtual Machines
4 4 (0.61%) VMware NSX
4 4 (0.61%) vSphere
5 2 (0.30%) Hyper-V
6 1 (0.15%) PowerHA
6 1 (0.15%) Tivoli Workload Scheduler
Systems Management
1 107 (16.31%) Kubernetes
2 74 (11.28%) Terraform
3 63 (9.60%) Ansible
4 50 (7.62%) Grafana
5 42 (6.40%) Prometheus
6 11 (1.68%) Puppet
7 7 (1.07%) Argo
7 7 (1.07%) Microsoft Intune
7 7 (1.07%) SCCM
8 6 (0.91%) Kibana
8 6 (0.91%) Single Sign-On
9 4 (0.61%) Kustomize
10 3 (0.46%) Progress Chef
10 3 (0.46%) QRadar
10 3 (0.46%) vRealize
11 2 (0.30%) HP ALM
11 2 (0.30%) RSA Archer
11 2 (0.30%) vCenter Server
12 1 (0.15%) Kubeflow
12 1 (0.15%) vRealize Orchestrator
Vendors
1 118 (17.99%) Microsoft
2 56 (8.54%) Splunk
3 46 (7.01%) Google
4 41 (6.25%) Oracle
5 31 (4.73%) Cisco
6 30 (4.57%) SAP
7 28 (4.27%) IBM
8 27 (4.12%) Salesforce
9 25 (3.81%) ServiceNow
10 17 (2.59%) VMware
11 14 (2.13%) Databricks
12 12 (1.83%) Red Hat
13 9 (1.37%) Atlassian
14 8 (1.22%) Pega
15 7 (1.07%) Genesys
15 7 (1.07%) MuleSoft
15 7 (1.07%) Peregrine
15 7 (1.07%) Remedy
16 6 (0.91%) Citrix
16 6 (0.91%) Informatica