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

6 months to
15 Nov 2025
Same period 2024 Same period 2023
Rank 152 126 162
Rank change year-on-year -26 +36 +157
Contract jobs citing Computer Science Degree 646 714 760
As % of all contract jobs in the UK 1.82% 1.95% 1.62%
As % of the Qualifications category 5.50% 6.65% 5.59%
Number of daily rates quoted 430 432 521
10th Percentile £286 £357 £313
25th Percentile £400 £450 £425
Median daily rate (50th Percentile) £492 £550 £534
Median % change year-on-year -10.55% +3.00% -11.00%
75th Percentile £650 £700 £650
90th Percentile £750 £838 £775
UK excluding London median daily rate £463 £525 £500
% change year-on-year -11.90% +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% -10.20%

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 11,739 10,735 13,587
As % of all contract IT jobs advertised in the UK 33.06% 29.30% 29.01%
Number of daily rates quoted 7,523 6,511 8,676
10th Percentile £300 £312 £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 £535
% change year-on-year -3.85% -2.80% +1.90%
Number of hourly rates quoted 1,020 507 757
10th Percentile £17.47 £19.17 £17.72
25th Percentile £19.25 £24.18 £26.75
Median hourly rate £25.15 £45.00 £52.50
Median % change year-on-year -44.11% -14.29% +16.67%
75th Percentile £44.81 £66.50 £70.00
90th Percentile £71.00 £75.00 £80.00
UK excluding London median hourly rate £25.15 £47.50 £51.89
% change year-on-year -47.05% -8.46% +15.31%

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 15 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 15 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 15 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 -29 570 £488 -11.36% 779
UK excluding London +1 314 £463 -11.90% 374
London -40 277 £526 -8.52% 447
Work from Home -14 191 £447 -19.31% 425
North of England +7 110 £450 -14.29% 57
South East +36 71 £450 -10.00% 122
Yorkshire +3 62 £473 -9.99% 18
Midlands -17 61 £525 -8.70% 62
North West +2 47 £438 -10.26% 30
West Midlands -27 43 £537 -10.50% 36
Scotland +7 32 £450 +2.27% 32
East of England -35 25 £550 +22.22% 49
South West -7 23 £650 -11.86% 35
East Midlands -1 18 £450 +26.40% 25
Wales +3 5 £450 -24.24% 10
North East -18 1 £450 +12.50% 10

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 29 (4.49%) Confluence
2 27 (4.18%) SharePoint
3 13 (2.01%) Apache Spark
4 9 (1.39%) Apache Airflow
5 8 (1.24%) Apache
6 7 (1.08%) nginx
7 6 (0.93%) Microsoft Exchange
8 5 (0.77%) IIS
9 4 (0.62%) GeoServer
9 4 (0.62%) Smallworld
10 3 (0.46%) Ethereum
10 3 (0.46%) Hyperledger
11 2 (0.31%) CMS
11 2 (0.31%) Luigi
11 2 (0.31%) Oracle SOA Suite
11 2 (0.31%) SAS
11 2 (0.31%) Tomcat
12 1 (0.15%) Gunicorn
12 1 (0.15%) JBoss
12 1 (0.15%) MQSeries
Applications
1 37 (5.73%) Microsoft Office
2 15 (2.32%) Microsoft Excel
3 5 (0.77%) Microsoft PowerPoint
4 3 (0.46%) MS Visio
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%) Microsoft Project
6 1 (0.15%) Photoshop
Business Applications
1 16 (2.48%) SAP S/4HANA
2 7 (1.08%) Dynamics CRM
3 3 (0.46%) Aladdin
3 3 (0.46%) Bloomberg AIM
3 3 (0.46%) SAP ERP
3 3 (0.46%) Workday HCM
4 2 (0.31%) Actimize
4 2 (0.31%) Oracle EBS
4 2 (0.31%) Payment Gateway
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
4 2 (0.31%) Sprinklr
4 2 (0.31%) Temenos T24
5 1 (0.15%) Endur
5 1 (0.15%) JDE EnterpriseOne
5 1 (0.15%) Maximo
5 1 (0.15%) Oracle Applications
5 1 (0.15%) SAP FS
Cloud Services
1 176 (27.24%) AWS
2 168 (26.01%) Azure
3 106 (16.41%) GCP
4 61 (9.44%) Serverless
5 51 (7.89%) GitHub
6 40 (6.19%) Power Platform
7 31 (4.80%) Microsoft 365
8 26 (4.02%) Azure DevOps
9 25 (3.87%) SaaS
10 22 (3.41%) Amazon S3
11 20 (3.10%) GitHub Actions
12 19 (2.94%) AWS Lambda
13 17 (2.63%) Amazon ECS
14 14 (2.17%) OpenShift
15 12 (1.86%) Azure Logic Apps
15 12 (1.86%) Entra ID
16 11 (1.70%) Azure Data Factory
17 10 (1.55%) Cloud Computing
18 9 (1.39%) Amazon EC2
18 9 (1.39%) Dynamics 365
Communications & Networking
1 37 (5.73%) Firewall
2 23 (3.56%) DNS
3 22 (3.41%) Network Security
4 19 (2.94%) Wireless
5 15 (2.32%) DHCP
6 14 (2.17%) VoIP
6 14 (2.17%) VPN
7 13 (2.01%) Cisco IOS
7 13 (2.01%) SSH
8 12 (1.86%) PuTTY
9 11 (1.70%) WAN
10 8 (1.24%) HTTP
10 8 (1.24%) LAN
10 8 (1.24%) WLAN
11 7 (1.08%) TCP/IP
12 6 (0.93%) Telepresence
13 5 (0.77%) Internet
13 5 (0.77%) OSPF
13 5 (0.77%) VLAN
13 5 (0.77%) WebEx
Database & Business Intelligence
1 61 (9.44%) NoSQL
1 61 (9.44%) PostgreSQL
2 34 (5.26%) Relational Database
3 33 (5.11%) SQL Server
4 32 (4.95%) Data Warehouse
5 29 (4.49%) Power BI
6 21 (3.25%) MySQL
7 18 (2.79%) Tableau
8 17 (2.63%) Big Data
9 14 (2.17%) Amazon RDS
10 12 (1.86%) MongoDB
11 10 (1.55%) Amazon Athena
12 9 (1.39%) Metadata
12 9 (1.39%) Redis
13 8 (1.24%) Amazon Redshift
13 8 (1.24%) Data Lake
14 6 (0.93%) Apache Cassandra
14 6 (0.93%) Couchbase
14 6 (0.93%) Elasticsearch
14 6 (0.93%) SQL Server Integration Services
Development Applications
1 77 (11.92%) Jenkins
2 72 (11.15%) Git
3 65 (10.06%) GitLab
4 60 (9.29%) JIRA
5 29 (4.49%) Liquibase
6 18 (2.79%) Postman
7 10 (1.55%) Selenium
8 6 (0.93%) Artifactory
8 6 (0.93%) Bitbucket
8 6 (0.93%) Cypress.io
8 6 (0.93%) JUnit
8 6 (0.93%) Subversion
9 5 (0.77%) CircleCI
9 5 (0.77%) Cucumber
10 4 (0.62%) Gradle
10 4 (0.62%) Hardhat
10 4 (0.62%) TeamCity
10 4 (0.62%) webpack
11 3 (0.46%) Eclipse
11 3 (0.46%) Team Foundation Server
General
1 343 (53.10%) Social Skills
2 187 (28.95%) Finance
3 155 (23.99%) Analytical Skills
4 94 (14.55%) Banking
5 36 (5.57%) Financial Institution
6 23 (3.56%) Front Office
7 22 (3.41%) Public Sector
8 21 (3.25%) Investment Banking
9 20 (3.10%) Manufacturing
9 20 (3.10%) Organisational Skills
10 19 (2.94%) Marketing
11 16 (2.48%) Documentation Skills
12 14 (2.17%) Presentation Skills
13 13 (2.01%) Retail
14 12 (1.86%) Inclusion and Diversity
14 12 (1.86%) Influencing Skills
15 10 (1.55%) Legal
15 10 (1.55%) Telecoms
16 8 (1.24%) Aerospace
16 8 (1.24%) Back Office
Job Titles
1 147 (22.76%) Developer
2 71 (10.99%) Analyst
3 70 (10.84%) Senior
4 63 (9.75%) Architect
5 42 (6.50%) Software Engineer
6 37 (5.73%) Lead
7 26 (4.02%) Senior Developer
8 20 (3.10%) Cloud Engineer
8 20 (3.10%) Consultant
9 19 (2.94%) AWS Engineer
10 18 (2.79%) Full-Stack Developer
11 17 (2.63%) Data Engineer
11 17 (2.63%) Java Developer
11 17 (2.63%) Senior Software Engineer
11 17 (2.63%) Technical Support
12 16 (2.48%) DevOps Engineer
12 16 (2.48%) Solutions Architect
13 15 (2.32%) GCP Engineer
14 14 (2.17%) Cloud Architect
15 13 (2.01%) Python Engineer
Libraries, Frameworks & Software Standards
1 111 (17.18%) REST
2 68 (10.53%) RESTful
3 41 (6.35%) HTML
4 40 (6.19%) Elastic Stack
5 38 (5.88%) .NET
5 38 (5.88%) Kafka
6 31 (4.80%) JSON
7 30 (4.64%) CSS
7 30 (4.64%) React
7 30 (4.64%) SOAP
8 28 (4.33%) Spring
9 27 (4.18%) XML
10 26 (4.02%) OAuth
11 25 (3.87%) Middleware
12 23 (3.56%) Node.js
13 20 (3.10%) AngularJS
13 20 (3.10%) Web Services
14 18 (2.79%) OAuth2
15 17 (2.63%) RabbitMQ
16 16 (2.48%) LangChain
Miscellaneous
1 74 (11.46%) Management Information System
2 64 (9.91%) Cloud Native
3 52 (8.05%) Distributed Systems
4 39 (6.04%) Public Cloud
5 36 (5.57%) Algorithms
6 34 (5.26%) Product Ownership
7 30 (4.64%) Data Protection Act
8 24 (3.72%) Data Structures
9 21 (3.25%) Virtual Team
10 20 (3.10%) Security Posture
11 17 (2.63%) Enterprise Software
12 15 (2.32%) Foreign Exchange (FX)
13 14 (2.17%) Derivative
13 14 (2.17%) Legacy Systems
13 14 (2.17%) Tandem
14 13 (2.01%) Fixed Income
14 13 (2.01%) Onboarding
15 10 (1.55%) Analytical Mindset
15 10 (1.55%) Data Centre
15 10 (1.55%) Mobile App
Operating Systems
1 101 (15.63%) Linux
2 69 (10.68%) Windows
3 41 (6.35%) Unix
4 11 (1.70%) Windows Server
5 9 (1.39%) Android
6 8 (1.24%) Windows 10
7 7 (1.08%) Apple iOS
8 5 (0.77%) Mac OS
9 3 (0.46%) Red Hat Enterprise Linux
9 3 (0.46%) VMS
10 1 (0.15%) Kali Linux
10 1 (0.15%) Mac OS X
Processes & Methodologies
1 639 (98.92%) Computer Science
2 273 (42.26%) Problem-Solving
3 232 (35.91%) Agile
4 177 (27.40%) DevOps
5 162 (25.08%) CI/CD
6 115 (17.80%) Software Engineering
7 107 (16.56%) Microservices
8 101 (15.63%) Containerisation
9 88 (13.62%) Analytics
10 77 (11.92%) Migration
11 74 (11.46%) Change Management
12 67 (10.37%) Infrastructure as Code
13 66 (10.22%) Stakeholder Management
14 63 (9.75%) Continuous Improvement
15 60 (9.29%) Cybersecurity
16 59 (9.13%) Scrum
17 58 (8.98%) AI
17 58 (8.98%) Continuous Integration
18 56 (8.67%) Decision-Making
19 53 (8.20%) Project Management
Programming Languages
1 233 (36.07%) Python
2 131 (20.28%) SQL
3 120 (18.58%) Java
4 78 (12.07%) JavaScript
5 56 (8.67%) Go
6 37 (5.73%) C#
7 36 (5.57%) TypeScript
8 27 (4.18%) PowerShell
9 22 (3.41%) Bash
9 22 (3.41%) C++
10 19 (2.94%) Perl
11 12 (1.86%) Ruby
12 10 (1.55%) Shell Script
13 9 (1.39%) Apex Code
14 8 (1.24%) R
15 7 (1.08%) Scala
15 7 (1.08%) T-SQL
16 6 (0.93%) Kotlin
17 5 (0.77%) Data Analysis Expressions
17 5 (0.77%) Rust
Qualifications
1 646 (100.00%) Degree
2 136 (21.05%) Master's Degree
3 53 (8.20%) Security Cleared
4 40 (6.19%) SC Cleared
5 39 (6.04%) AWS Certification
6 29 (4.49%) Cisco Certification
7 28 (4.33%) Azure Certification
8 25 (3.87%) AWS Certified Solutions Architect
9 23 (3.56%) CISSP
10 19 (2.94%) Microsoft Certification
11 18 (2.79%) BPSS Clearance
12 16 (2.48%) CCNA
13 15 (2.32%) CCNP
13 15 (2.32%) PMI Certification
14 14 (2.17%) PMP
15 10 (1.55%) ISO 27001 Lead Implementer
16 9 (1.39%) CISM
16 9 (1.39%) TOGAF Certification
17 8 (1.24%) ISEB
18 7 (1.08%) GCIH
Quality Assurance & Compliance
1 49 (7.59%) Data Quality
2 41 (6.35%) QA
3 39 (6.04%) GDPR
4 31 (4.80%) ISO/IEC 27001
5 13 (2.01%) GRC
6 12 (1.86%) NIST
7 11 (1.70%) Def Stans
8 7 (1.08%) California Consumer Privacy Act
8 7 (1.08%) HIPAA
8 7 (1.08%) SLA
9 5 (0.77%) Accessibility
9 5 (0.77%) PCI DSS
10 4 (0.62%) MiFID
10 4 (0.62%) NCSC
10 4 (0.62%) PMO
10 4 (0.62%) SEPA
11 3 (0.46%) COBIT
11 3 (0.46%) NIST 800
12 2 (0.31%) Actionable Recommendations
12 2 (0.31%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 106 (16.41%) Docker
2 22 (3.41%) Active Directory
3 12 (1.86%) VMware Infrastructure
4 4 (0.62%) Virtual Machines
4 4 (0.62%) VMware NSX
4 4 (0.62%) vSphere
5 2 (0.31%) Hyper-V
6 1 (0.15%) Tivoli Workload Scheduler
Systems Management
1 106 (16.41%) Kubernetes
2 72 (11.15%) Terraform
3 62 (9.60%) Ansible
4 49 (7.59%) Grafana
5 42 (6.50%) Prometheus
6 10 (1.55%) Puppet
7 7 (1.08%) Argo
7 7 (1.08%) Microsoft Intune
7 7 (1.08%) SCCM
8 6 (0.93%) Kibana
8 6 (0.93%) Single Sign-On
9 4 (0.62%) Kustomize
10 3 (0.46%) QRadar
10 3 (0.46%) vRealize
11 2 (0.31%) HP ALM
11 2 (0.31%) Progress Chef
11 2 (0.31%) RSA Archer
11 2 (0.31%) vCenter Server
12 1 (0.15%) Kubeflow
12 1 (0.15%) vRealize Orchestrator
Vendors
1 115 (17.80%) Microsoft
2 56 (8.67%) Splunk
3 47 (7.28%) Google
4 39 (6.04%) Oracle
5 32 (4.95%) Cisco
6 27 (4.18%) SAP
7 26 (4.02%) IBM
8 25 (3.87%) Salesforce
9 24 (3.72%) ServiceNow
10 17 (2.63%) VMware
11 12 (1.86%) Databricks
11 12 (1.86%) Red Hat
12 9 (1.39%) Atlassian
13 7 (1.08%) Genesys
13 7 (1.08%) Pega
13 7 (1.08%) Peregrine
13 7 (1.08%) Remedy
14 6 (0.93%) Citrix
14 6 (0.93%) Gemalto
14 6 (0.93%) Informatica