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

6 months to
19 Nov 2025
Same period 2024 Same period 2023
Rank 159 129 162
Rank change year-on-year -30 +33 +149
Contract jobs citing Computer Science Degree 653 703 741
As % of all contract jobs in the UK 1.83% 1.94% 1.60%
As % of the Qualifications category 5.52% 6.61% 5.50%
Number of daily rates quoted 431 427 507
10th Percentile £288 £363 £313
25th Percentile £400 £453 £425
Median daily rate (50th Percentile) £492 £550 £530
Median % change year-on-year -10.55% +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% -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 11,823 10,632 13,473
As % of all contract IT jobs advertised in the UK 33.12% 29.34% 29.10%
Number of daily rates quoted 7,581 6,431 8,540
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 £719 £725 £725
UK excluding London median daily rate £500 £519 £532
% change year-on-year -3.66% -2.49% +1.38%
Number of hourly rates quoted 1,037 504 768
10th Percentile £17.65 £19.40 £17.72
25th Percentile £19.38 £24.18 £27.38
Median hourly rate £25.15 £45.00 £53.67
Median % change year-on-year -44.11% -16.15% +19.26%
75th Percentile £45.46 £67.01 £68.97
90th Percentile £73.75 £75.00 £80.00
UK excluding London median hourly rate £25.15 £47.50 £52.50
% change year-on-year -47.05% -9.52% +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 19 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 19 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 19 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 -23 577 £482 -13.09% 841
UK excluding London +3 319 £450 -14.29% 419
London -36 278 £527 -8.35% 472
Work from Home -17 193 £447 -19.31% 491
North of England +8 113 £450 -14.29% 64
South East +39 72 £450 -10.00% 138
Yorkshire -8 62 £461 -12.14% 23
Midlands -22 62 £525 -8.70% 64
North West +2 50 £423 -15.50% 31
West Midlands -24 44 £537 -10.50% 36
Scotland +9 31 £450 +2.27% 41
East of England -33 26 £550 +22.22% 54
South West -4 23 £650 -11.86% 40
East Midlands -8 18 £450 +26.40% 27
Wales +3 5 £450 -9.46% 12
North East -12 1 £450 +12.50% 11

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 (4.59%) Confluence
2 27 (4.13%) SharePoint
3 11 (1.68%) Apache Spark
4 9 (1.38%) Apache Airflow
5 7 (1.07%) nginx
6 6 (0.92%) Apache
6 6 (0.92%) Microsoft Exchange
7 5 (0.77%) IIS
8 4 (0.61%) GeoServer
8 4 (0.61%) Smallworld
9 3 (0.46%) Ethereum
9 3 (0.46%) Hyperledger
10 2 (0.31%) Adobe Experience Manager
10 2 (0.31%) CMS
10 2 (0.31%) Luigi
10 2 (0.31%) Oracle SOA Suite
10 2 (0.31%) SAS
10 2 (0.31%) Tomcat
11 1 (0.15%) JBoss
11 1 (0.15%) MQSeries
Applications
1 37 (5.67%) Microsoft Office
2 16 (2.45%) Microsoft Excel
3 6 (0.92%) 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 (2.45%) SAP S/4HANA
2 7 (1.07%) 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%) Maximo
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%) Oracle Applications
5 1 (0.15%) Oracle HRMS
Cloud Services
1 180 (27.57%) AWS
2 170 (26.03%) Azure
3 105 (16.08%) GCP
4 63 (9.65%) Serverless
5 55 (8.42%) GitHub
6 40 (6.13%) Power Platform
7 31 (4.75%) Microsoft 365
8 27 (4.13%) Azure DevOps
9 26 (3.98%) SaaS
10 23 (3.52%) Amazon S3
11 21 (3.22%) GitHub Actions
12 20 (3.06%) AWS Lambda
13 19 (2.91%) Amazon ECS
14 14 (2.14%) OpenShift
15 13 (1.99%) Azure Logic Apps
16 12 (1.84%) Entra ID
17 11 (1.68%) Azure Data Factory
18 10 (1.53%) AWS CloudFormation
18 10 (1.53%) Cloud Computing
18 10 (1.53%) Power Automate
Communications & Networking
1 36 (5.51%) Firewall
2 23 (3.52%) DNS
3 22 (3.37%) Network Security
4 19 (2.91%) Wireless
5 15 (2.30%) DHCP
6 14 (2.14%) VoIP
7 13 (1.99%) Cisco IOS
7 13 (1.99%) SSH
7 13 (1.99%) VPN
8 12 (1.84%) PuTTY
9 11 (1.68%) WAN
10 8 (1.23%) HTTP
10 8 (1.23%) LAN
10 8 (1.23%) WLAN
11 7 (1.07%) TCP/IP
12 6 (0.92%) Telepresence
13 5 (0.77%) CTI
13 5 (0.77%) Internet
13 5 (0.77%) VLAN
13 5 (0.77%) WebEx
Database & Business Intelligence
1 64 (9.80%) PostgreSQL
2 61 (9.34%) NoSQL
3 37 (5.67%) Relational Database
4 33 (5.05%) SQL Server
5 31 (4.75%) Data Warehouse
6 29 (4.44%) Power BI
7 23 (3.52%) MySQL
8 18 (2.76%) Tableau
9 17 (2.60%) Big Data
10 15 (2.30%) Amazon RDS
11 12 (1.84%) MongoDB
12 10 (1.53%) Amazon Athena
12 10 (1.53%) Metadata
13 9 (1.38%) Redis
14 8 (1.23%) Amazon Redshift
14 8 (1.23%) Data Lake
15 6 (0.92%) Apache Cassandra
15 6 (0.92%) Couchbase
15 6 (0.92%) Elasticsearch
16 5 (0.77%) SAP HANA
Development Applications
1 78 (11.94%) Jenkins
2 76 (11.64%) Git
3 67 (10.26%) GitLab
4 63 (9.65%) JIRA
5 29 (4.44%) Liquibase
6 18 (2.76%) Postman
7 11 (1.68%) Selenium
8 7 (1.07%) Bitbucket
9 6 (0.92%) Artifactory
9 6 (0.92%) Cypress.io
9 6 (0.92%) Subversion
10 5 (0.77%) CircleCI
10 5 (0.77%) Cucumber
10 5 (0.77%) 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
1 347 (53.14%) Social Skills
2 193 (29.56%) Finance
3 158 (24.20%) Analytical Skills
4 96 (14.70%) Banking
5 36 (5.51%) Financial Institution
6 25 (3.83%) Public Sector
7 23 (3.52%) Front Office
8 22 (3.37%) Investment Banking
9 21 (3.22%) Manufacturing
9 21 (3.22%) Marketing
9 21 (3.22%) Organisational Skills
10 19 (2.91%) Documentation Skills
11 14 (2.14%) Presentation Skills
12 13 (1.99%) Retail
13 12 (1.84%) Influencing Skills
14 11 (1.68%) Inclusion and Diversity
14 11 (1.68%) Telecoms
15 10 (1.53%) Legal
16 8 (1.23%) Aerospace
16 8 (1.23%) Back Office
Job Titles
1 145 (22.21%) Developer
2 74 (11.33%) Analyst
3 70 (10.72%) Senior
4 64 (9.80%) Architect
5 42 (6.43%) Software Engineer
6 37 (5.67%) Lead
7 26 (3.98%) Senior Developer
8 21 (3.22%) Consultant
9 20 (3.06%) Cloud Engineer
10 19 (2.91%) AWS Engineer
11 18 (2.76%) Full-Stack Developer
12 17 (2.60%) Data Engineer
12 17 (2.60%) Java Developer
12 17 (2.60%) Senior Software Engineer
12 17 (2.60%) Technical Support
13 16 (2.45%) Business Analyst
13 16 (2.45%) DevOps Engineer
13 16 (2.45%) Solutions Architect
14 15 (2.30%) GCP Engineer
15 14 (2.14%) Cloud Architect
Libraries, Frameworks & Software Standards
1 113 (17.30%) REST
2 70 (10.72%) RESTful
3 43 (6.58%) HTML
4 40 (6.13%) Elastic Stack
5 38 (5.82%) .NET
5 38 (5.82%) Kafka
6 33 (5.05%) JSON
6 33 (5.05%) SOAP
7 32 (4.90%) CSS
8 31 (4.75%) React
9 29 (4.44%) XML
10 28 (4.29%) OAuth
10 28 (4.29%) Spring
11 25 (3.83%) Middleware
12 24 (3.68%) Node.js
13 20 (3.06%) AngularJS
13 20 (3.06%) Web Services
14 18 (2.76%) OAuth2
15 17 (2.60%) LangChain
15 17 (2.60%) RabbitMQ
Miscellaneous
1 75 (11.49%) Management Information System
2 65 (9.95%) Cloud Native
3 51 (7.81%) Distributed Systems
4 39 (5.97%) Public Cloud
5 36 (5.51%) Algorithms
6 34 (5.21%) Product Ownership
7 30 (4.59%) Data Protection Act
8 24 (3.68%) Data Structures
9 21 (3.22%) Virtual Team
10 20 (3.06%) Security Posture
11 19 (2.91%) Enterprise Software
12 15 (2.30%) Foreign Exchange (FX)
13 14 (2.14%) Derivative
13 14 (2.14%) Legacy Systems
13 14 (2.14%) Tandem
14 13 (1.99%) Fixed Income
14 13 (1.99%) Onboarding
15 11 (1.68%) Analytical Mindset
16 10 (1.53%) AI Agents
16 10 (1.53%) Data Centre
Operating Systems
1 101 (15.47%) Linux
2 70 (10.72%) Windows
3 41 (6.28%) Unix
4 11 (1.68%) Windows Server
5 8 (1.23%) Android
5 8 (1.23%) Windows 10
6 7 (1.07%) 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
1 646 (98.93%) Computer Science
2 276 (42.27%) Problem-Solving
3 242 (37.06%) Agile
4 182 (27.87%) DevOps
5 168 (25.73%) CI/CD
6 116 (17.76%) Software Engineering
7 111 (17.00%) Microservices
8 105 (16.08%) Containerisation
9 87 (13.32%) Analytics
10 77 (11.79%) Migration
11 75 (11.49%) Change Management
12 71 (10.87%) Stakeholder Management
13 70 (10.72%) Infrastructure as Code
14 66 (10.11%) Continuous Improvement
15 62 (9.49%) AI
16 60 (9.19%) Scrum
17 59 (9.04%) Cybersecurity
18 58 (8.88%) Continuous Integration
19 56 (8.58%) Decision-Making
19 56 (8.58%) Test Automation
Programming Languages
1 235 (35.99%) Python
2 132 (20.21%) SQL
3 121 (18.53%) Java
4 81 (12.40%) JavaScript
5 56 (8.58%) Go
6 38 (5.82%) C#
7 37 (5.67%) TypeScript
8 27 (4.13%) PowerShell
9 23 (3.52%) Bash
10 22 (3.37%) C++
11 18 (2.76%) Perl
12 12 (1.84%) Ruby
13 10 (1.53%) Shell Script
14 9 (1.38%) Apex Code
15 8 (1.23%) R
16 7 (1.07%) Scala
17 6 (0.92%) T-SQL
18 5 (0.77%) Kotlin
18 5 (0.77%) Rust
18 5 (0.77%) VB.NET
Qualifications
1 653 (100.00%) Degree
2 137 (20.98%) Master's Degree
3 56 (8.58%) Security Cleared
4 41 (6.28%) SC Cleared
5 39 (5.97%) AWS Certification
6 29 (4.44%) Cisco Certification
7 28 (4.29%) Azure Certification
8 25 (3.83%) AWS Certified Solutions Architect
9 23 (3.52%) CISSP
10 19 (2.91%) Microsoft Certification
11 18 (2.76%) BPSS Clearance
12 17 (2.60%) PMI Certification
13 16 (2.45%) CCNA
13 16 (2.45%) PMP
14 15 (2.30%) CCNP
15 10 (1.53%) ISO 27001 Lead Implementer
16 9 (1.38%) CISM
16 9 (1.38%) TOGAF Certification
17 8 (1.23%) ISEB
18 7 (1.07%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 48 (7.35%) Data Quality
2 45 (6.89%) QA
3 39 (5.97%) GDPR
4 31 (4.75%) ISO/IEC 27001
5 13 (1.99%) GRC
6 12 (1.84%) NIST
7 11 (1.68%) Def Stans
8 7 (1.07%) California Consumer Privacy Act
8 7 (1.07%) HIPAA
9 6 (0.92%) SLA
10 5 (0.77%) Accessibility
10 5 (0.77%) PCI DSS
10 5 (0.77%) 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 (0.31%) Actionable Recommendations
13 2 (0.31%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 109 (16.69%) Docker
2 22 (3.37%) Active Directory
3 12 (1.84%) VMware Infrastructure
4 4 (0.61%) Virtual Machines
4 4 (0.61%) VMware NSX
4 4 (0.61%) vSphere
5 2 (0.31%) Hyper-V
6 1 (0.15%) Tivoli Workload Scheduler
Systems Management
1 107 (16.39%) Kubernetes
2 74 (11.33%) Terraform
3 63 (9.65%) Ansible
4 50 (7.66%) Grafana
5 42 (6.43%) Prometheus
6 11 (1.68%) Puppet
7 7 (1.07%) Argo
7 7 (1.07%) Microsoft Intune
7 7 (1.07%) SCCM
8 6 (0.92%) Kibana
8 6 (0.92%) 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 (0.31%) HP ALM
11 2 (0.31%) RSA Archer
11 2 (0.31%) vCenter Server
12 1 (0.15%) Kubeflow
12 1 (0.15%) vRealize Orchestrator
Vendors
1 117 (17.92%) Microsoft
2 56 (8.58%) Splunk
3 46 (7.04%) Google
4 41 (6.28%) Oracle
5 32 (4.90%) Cisco
6 30 (4.59%) SAP
7 27 (4.13%) IBM
7 27 (4.13%) Salesforce
8 25 (3.83%) ServiceNow
9 17 (2.60%) VMware
10 13 (1.99%) Databricks
11 12 (1.84%) Red Hat
12 9 (1.38%) Atlassian
13 8 (1.23%) Pega
14 7 (1.07%) Genesys
14 7 (1.07%) MuleSoft
14 7 (1.07%) Peregrine
14 7 (1.07%) Remedy
15 6 (0.92%) Citrix
15 6 (0.92%) Informatica