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

6 months to
23 Dec 2025
Same period 2024 Same period 2023
Rank 159 136 161
Rank change year-on-year -23 +25 +148
Contract jobs citing Computer Science Degree 655 652 700
As % of all contract jobs in the UK 1.77% 1.93% 1.61%
As % of the Qualifications category 5.25% 6.48% 5.37%
Number of daily rates quoted 439 398 484
10th Percentile £273 £350 £310
25th Percentile £383 £450 £423
Median daily rate (50th Percentile) £476 £550 £525
Median % change year-on-year -13.45% +4.76% -12.50%
75th Percentile £638 £685 £638
90th Percentile £750 £841 £775
UK excluding London median daily rate £450 £500 £500
% change year-on-year -10.00% - +7.53%
Number of hourly rates quoted 21 11 16
10th Percentile £25.21 £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 £38.75 £62.00 £62.19
90th Percentile £83.00 £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 12,466 10,059 13,038
As % of all contract IT jobs advertised in the UK 33.68% 29.79% 30.00%
Number of daily rates quoted 8,117 6,157 8,224
10th Percentile £313 £301 £300
25th Percentile £417 £415 £425
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £625 £638 £650
90th Percentile £725 £727 £725
UK excluding London median daily rate £500 £505 £538
% change year-on-year -0.99% -6.05% +2.38%
Number of hourly rates quoted 1,005 479 725
10th Percentile £16.35 £18.50 £17.72
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 £53.75 £66.00 £67.50
90th Percentile £75.00 £75.00 £80.00
UK excluding London median hourly rate £25.15 £42.88 £52.05
% change year-on-year -41.35% -17.62% +15.67%

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 23 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 23 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 23 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 -25 578 £475 -13.64% 998
UK excluding London +12 323 £450 -10.00% 852
London -41 270 £525 -8.70% 238
Work from Home -12 202 £434 -21.14% 592
North of England +23 115 £449 -14.57% 164
South East +22 80 £450 -10.00% 268
Yorkshire +8 64 £473 -14.08% 65
Midlands -29 58 £525 -10.64% 142
North West +4 50 £396 -22.73% 82
West Midlands -27 43 £525 -17.32% 70
Scotland +15 33 £500 +14.29% 36
South West +7 28 £500 -32.20% 83
East of England -41 18 £550 +22.22% 140
East Midlands -9 15 £465 +33.62% 66
Wales -4 3 £450 +39.53% 23
Northern Ireland -8 1 - - 12
North East -12 1 £450 -21.74% 17

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 (5.04%) Confluence
2 30 (4.58%) SharePoint
3 15 (2.29%) Apache Spark
4 10 (1.53%) Apache
5 9 (1.37%) 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 31 (4.73%) 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
1 190 (29.01%) Azure
2 187 (28.55%) AWS
3 106 (16.18%) GCP
4 64 (9.77%) Serverless
5 58 (8.85%) GitHub
6 45 (6.87%) Power Platform
7 32 (4.89%) Azure DevOps
7 32 (4.89%) Microsoft 365
8 26 (3.97%) SaaS
9 23 (3.51%) GitHub Actions
10 19 (2.90%) AWS Lambda
11 18 (2.75%) Amazon S3
12 16 (2.44%) Azure Logic Apps
13 15 (2.29%) Amazon ECS
14 14 (2.14%) Azure Data Factory
15 13 (1.98%) AWS CloudFormation
15 13 (1.98%) IaaS
15 13 (1.98%) OpenShift
15 13 (1.98%) Power Automate
16 12 (1.83%) Snowflake
Communications & Networking
1 26 (3.97%) Firewall
2 21 (3.21%) DNS
3 17 (2.60%) Network Security
4 13 (1.98%) SSH
4 13 (1.98%) TCP/IP
4 13 (1.98%) Wireless
5 11 (1.68%) HTTP
6 10 (1.53%) VoIP
7 8 (1.22%) VPN
8 6 (0.92%) WAN
9 5 (0.76%) CTI
9 5 (0.76%) HTTPS
9 5 (0.76%) LAN
9 5 (0.76%) SAN
10 4 (0.61%) DHCP
10 4 (0.61%) Internet
10 4 (0.61%) SSL
10 4 (0.61%) Telepresence
11 3 (0.46%) Cisco IOS
11 3 (0.46%) OSPF
Database & Business Intelligence
1 63 (9.62%) PostgreSQL
2 56 (8.55%) NoSQL
3 42 (6.41%) Relational Database
4 39 (5.95%) SQL Server
5 35 (5.34%) Data Warehouse
6 32 (4.89%) Power BI
7 27 (4.12%) MySQL
8 20 (3.05%) Big Data
9 19 (2.90%) Tableau
10 14 (2.14%) MongoDB
11 12 (1.83%) Amazon RDS
12 11 (1.68%) Elasticsearch
13 9 (1.37%) 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 (11.45%) Git
1 75 (11.45%) Jenkins
2 68 (10.38%) GitLab
3 67 (10.23%) JIRA
4 29 (4.43%) Liquibase
5 15 (2.29%) Postman
6 12 (1.83%) Selenium
7 9 (1.37%) 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
12 3 (0.46%) Eclipse
12 3 (0.46%) Team Foundation Server
12 3 (0.46%) webpack
General
1 346 (52.82%) Social Skills
2 190 (29.01%) Finance
3 162 (24.73%) Analytical Skills
4 97 (14.81%) Banking
5 35 (5.34%) Public Sector
6 34 (5.19%) Financial Institution
7 24 (3.66%) 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 12 (1.83%) Influencing Skills
9 12 (1.83%) Manufacturing
10 11 (1.68%) Legal
11 10 (1.53%) Telecoms
12 9 (1.37%) Back Office
12 9 (1.37%) Inclusion and Diversity
12 9 (1.37%) Retail
13 6 (0.92%) Military
Job Titles
1 142 (21.68%) Developer
2 73 (11.15%) Architect
3 70 (10.69%) Analyst
4 67 (10.23%) Senior
5 41 (6.26%) Lead
6 39 (5.95%) Software Engineer
7 24 (3.66%) AWS Engineer
8 23 (3.51%) Senior Developer
9 22 (3.36%) Solutions Architect
9 22 (3.36%) Technical Support
10 19 (2.90%) Cloud Engineer
11 18 (2.75%) Cloud Architect
11 18 (2.75%) DevOps Engineer
11 18 (2.75%) Full-Stack Developer
11 18 (2.75%) Senior Software Engineer
11 18 (2.75%) Site Engineer
11 18 (2.75%) Site Reliability Engineer
12 17 (2.60%) Consultant
12 17 (2.60%) Java Developer
13 16 (2.44%) Business Analyst
Libraries, Frameworks & Software Standards
1 114 (17.40%) REST
2 73 (11.15%) RESTful
3 47 (7.18%) .NET
3 47 (7.18%) Elastic Stack
4 43 (6.56%) HTML
5 34 (5.19%) JSON
5 34 (5.19%) React
6 33 (5.04%) SOAP
7 32 (4.89%) CSS
8 31 (4.73%) XML
9 29 (4.43%) Kafka
9 29 (4.43%) OAuth
10 27 (4.12%) Spring
11 26 (3.97%) Middleware
12 25 (3.82%) Node.js
13 20 (3.05%) LangChain
14 19 (2.90%) AngularJS
14 19 (2.90%) OAuth2
15 16 (2.44%) RabbitMQ
15 16 (2.44%) Web Services
Miscellaneous
1 75 (11.45%) Management Information System
2 68 (10.38%) Cloud Native
3 49 (7.48%) Distributed Systems
4 37 (5.65%) Public Cloud
5 33 (5.04%) Product Ownership
6 30 (4.58%) Algorithms
7 25 (3.82%) Data Protection Act
8 21 (3.21%) Data Structures
8 21 (3.21%) Enterprise Software
9 20 (3.05%) Security Posture
10 16 (2.44%) Legacy Systems
11 15 (2.29%) Tandem
12 13 (1.98%) AI Agents
12 13 (1.98%) Onboarding
12 13 (1.98%) Virtual Team
13 12 (1.83%) Analytical Mindset
13 12 (1.83%) Security Operations Centre
14 11 (1.68%) Fixed Income
15 10 (1.53%) Derivative
15 10 (1.53%) PKI
Operating Systems
1 115 (17.56%) Linux
2 88 (13.44%) Windows
3 48 (7.33%) Unix
4 11 (1.68%) Windows Server
5 9 (1.37%) 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
1 648 (98.93%) Computer Science
2 273 (41.68%) Problem-Solving
3 240 (36.64%) Agile
4 205 (31.30%) DevOps
5 187 (28.55%) CI/CD
6 119 (18.17%) Microservices
7 114 (17.40%) Software Engineering
8 112 (17.10%) Containerisation
9 80 (12.21%) Analytics
10 79 (12.06%) Infrastructure as Code
11 77 (11.76%) AI
11 77 (11.76%) Migration
12 71 (10.84%) Change Management
13 70 (10.69%) Stakeholder Management
14 66 (10.08%) Data Modelling
15 65 (9.92%) Continuous Improvement
16 64 (9.77%) Cybersecurity
17 60 (9.16%) Decision-Making
18 56 (8.55%) Incident Response
18 56 (8.55%) Test Automation
Programming Languages
1 247 (37.71%) Python
2 137 (20.92%) SQL
3 122 (18.63%) Java
4 84 (12.82%) JavaScript
5 54 (8.24%) Go
6 47 (7.18%) TypeScript
7 44 (6.72%) C#
8 34 (5.19%) PowerShell
9 32 (4.89%) Bash
10 20 (3.05%) C++
10 20 (3.05%) Perl
11 11 (1.68%) Ruby
12 10 (1.53%) R
12 10 (1.53%) Shell Script
13 9 (1.37%) Apex Code
14 6 (0.92%) Bicep
14 6 (0.92%) Data Analysis Expressions
14 6 (0.92%) T-SQL
15 5 (0.76%) Kotlin
16 4 (0.61%) Solidity
Qualifications
1 655 (100.00%) Degree
2 146 (22.29%) Master's Degree
3 72 (10.99%) Security Cleared
4 49 (7.48%) SC Cleared
5 35 (5.34%) AWS Certification
6 32 (4.89%) Azure Certification
7 23 (3.51%) BPSS Clearance
8 21 (3.21%) CISSP
8 21 (3.21%) Microsoft Certification
9 20 (3.05%) AWS Certified Solutions Architect
10 17 (2.60%) PMI Certification
11 16 (2.44%) Cisco Certification
12 15 (2.29%) DV Cleared
12 15 (2.29%) PMP
13 13 (1.98%) CompTIA Security+
14 12 (1.83%) TOGAF Certification
15 11 (1.68%) CompTIA CySA+
16 10 (1.53%) ISO 27001 Lead Implementer
17 8 (1.22%) CCNA
17 8 (1.22%) CISM
Quality Assurance & Compliance
1 57 (8.70%) QA
2 42 (6.41%) GDPR
3 41 (6.26%) Data Quality
4 30 (4.58%) ISO/IEC 27001
5 13 (1.98%) 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%) COBIT
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 (18.32%) Docker
2 19 (2.90%) Active Directory
3 13 (1.98%) 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 (18.47%) Kubernetes
2 88 (13.44%) Terraform
3 72 (10.99%) Ansible
4 49 (7.48%) Grafana
5 39 (5.95%) 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%) logstash
12 1 (0.15%) Packer
Vendors
1 127 (19.39%) Microsoft
2 71 (10.84%) Splunk
3 46 (7.02%) Google
4 43 (6.56%) Oracle
5 29 (4.43%) Salesforce
6 26 (3.97%) SAP
7 25 (3.82%) IBM
8 21 (3.21%) Databricks
9 19 (2.90%) ServiceNow
10 18 (2.75%) VMware
11 17 (2.60%) Cisco
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