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

6 months to
23 Nov 2025
Same period 2024 Same period 2023
Rank 156 127 166
Rank change year-on-year -29 +39 +148
Contract jobs citing Computer Science Degree 645 718 741
As % of all contract jobs in the UK 1.81% 1.94% 1.59%
As % of the Qualifications category 5.42% 6.60% 5.45%
Number of daily rates quoted 427 437 503
10th Percentile £285 £363 £313
25th Percentile £386 £463 £425
Median daily rate (50th Percentile) £478 £554 £530
Median % change year-on-year -13.81% +4.53% -11.67%
75th Percentile £649 £700 £648
90th Percentile £750 £830 £775
UK excluding London median daily rate £450 £550 £500
% change year-on-year -18.18% +10.00% -
Number of hourly rates quoted 22 13 16
10th Percentile - £42.13 £34.75
25th Percentile £29.00 £50.00 £48.13
Median hourly rate £33.50 £52.50 £55.00
Median % change year-on-year -36.19% -4.55% +0.92%
75th Percentile - £70.25 £65.00
90th Percentile £53.00 - £66.25
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 11,891 10,876 13,590
As % of all contract IT jobs advertised in the UK 33.28% 29.44% 29.24%
Number of daily rates quoted 7,647 6,566 8,616
10th Percentile £303 £311 £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 £523 £538
% change year-on-year -4.31% -2.79% +2.38%
Number of hourly rates quoted 1,031 534 771
10th Percentile £17.50 £18.78 £17.72
25th Percentile £19.38 £24.18 £27.00
Median hourly rate £25.15 £42.50 £53.67
Median % change year-on-year -40.82% -20.80% +19.26%
75th Percentile £45.46 £66.00 £68.75
90th Percentile £73.75 £75.00 £80.00
UK excluding London median hourly rate £25.15 £46.18 £52.50
% change year-on-year -45.54% -12.04% +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 23 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 23 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 23 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 -30 571 £478 -16.96% 410
UK excluding London +4 316 £450 -18.18% 334
London -34 274 £525 -8.70% 140
Work from Home -3 191 £447 -22.26% 341
North of England +9 115 £449 -14.57% 40
South East +29 70 £456 -8.75% 131
Yorkshire +2 62 £461 -12.14% 17
Midlands -21 61 £525 -8.70% 43
North West +7 52 £384 -25.07% 21
West Midlands -19 44 £534 -11.08% 24
Scotland +2 31 £450 +2.86% 32
East of England -30 25 £550 +22.22% 40
South West -10 23 £648 -12.14% 45
East Midlands 0 17 £450 +26.40% 19
Wales -2 4 £450 -9.46% 8
North East -13 1 £450 -21.74% 3

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 (4.65%) Confluence
2 27 (4.19%) SharePoint
3 11 (1.71%) Apache Spark
4 10 (1.55%) Apache Airflow
5 7 (1.09%) Apache
5 7 (1.09%) nginx
6 6 (0.93%) Microsoft Exchange
7 5 (0.78%) IIS
8 4 (0.62%) GeoServer
8 4 (0.62%) SAS
8 4 (0.62%) Smallworld
9 3 (0.47%) Ethereum
9 3 (0.47%) 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 (0.16%) Gunicorn
11 1 (0.16%) Jupyter
11 1 (0.16%) MQSeries
Applications
1 37 (5.74%) Microsoft Office
2 16 (2.48%) Microsoft Excel
3 6 (0.93%) Microsoft PowerPoint
4 3 (0.47%) MS Visio
5 2 (0.31%) Spreadsheet
6 1 (0.16%) Adobe Illustrator
6 1 (0.16%) Chatbot
6 1 (0.16%) InDesign
6 1 (0.16%) Microsoft Project
6 1 (0.16%) Photoshop
Business Applications
1 13 (2.02%) SAP S/4HANA
2 8 (1.24%) Dynamics CRM
3 3 (0.47%) Aladdin
3 3 (0.47%) Bloomberg AIM
3 3 (0.47%) SAP ERP
3 3 (0.47%) Temenos T24
3 3 (0.47%) Workday HCM
4 2 (0.31%) Actimize
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
4 2 (0.31%) Sprinklr
5 1 (0.16%) Endur
5 1 (0.16%) FLEXCUBE
5 1 (0.16%) Misys Equation
5 1 (0.16%) Oracle Applications
5 1 (0.16%) Oracle HRMS
Cloud Services
1 179 (27.75%) AWS
2 170 (26.36%) Azure
3 104 (16.12%) GCP
4 62 (9.61%) Serverless
5 56 (8.68%) GitHub
6 40 (6.20%) Power Platform
7 31 (4.81%) Microsoft 365
8 27 (4.19%) Azure DevOps
9 23 (3.57%) SaaS
10 21 (3.26%) Amazon S3
10 21 (3.26%) GitHub Actions
11 19 (2.95%) Amazon ECS
12 18 (2.79%) AWS Lambda
13 14 (2.17%) Azure Logic Apps
13 14 (2.17%) OpenShift
14 12 (1.86%) Azure Data Factory
14 12 (1.86%) Entra ID
15 11 (1.71%) Power Automate
16 10 (1.55%) Dynamics 365
16 10 (1.55%) Snowflake
Communications & Networking
1 33 (5.12%) Firewall
2 23 (3.57%) DNS
3 20 (3.10%) Network Security
4 19 (2.95%) Wireless
5 15 (2.33%) DHCP
6 14 (2.17%) VoIP
7 13 (2.02%) Cisco IOS
7 13 (2.02%) SSH
8 12 (1.86%) PuTTY
9 11 (1.71%) VPN
9 11 (1.71%) WAN
10 9 (1.40%) HTTP
11 8 (1.24%) LAN
11 8 (1.24%) WLAN
12 7 (1.09%) TCP/IP
13 6 (0.93%) Telepresence
14 5 (0.78%) CTI
14 5 (0.78%) MGCP
14 5 (0.78%) SCCP
14 5 (0.78%) WebEx
Database & Business Intelligence
1 65 (10.08%) PostgreSQL
2 59 (9.15%) NoSQL
3 37 (5.74%) Relational Database
4 33 (5.12%) SQL Server
5 31 (4.81%) Data Warehouse
6 29 (4.50%) Power BI
7 24 (3.72%) MySQL
8 17 (2.64%) Big Data
8 17 (2.64%) Tableau
9 15 (2.33%) Amazon RDS
10 12 (1.86%) MongoDB
11 10 (1.55%) Amazon Athena
11 10 (1.55%) Metadata
12 9 (1.40%) Redis
13 8 (1.24%) Data Lake
14 6 (0.93%) Amazon Redshift
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 (11.94%) Git
2 76 (11.78%) Jenkins
3 68 (10.54%) GitLab
4 63 (9.77%) JIRA
5 29 (4.50%) Liquibase
6 17 (2.64%) Postman
7 11 (1.71%) Selenium
8 7 (1.09%) Bitbucket
9 6 (0.93%) Artifactory
9 6 (0.93%) Cypress.io
9 6 (0.93%) Subversion
10 5 (0.78%) CircleCI
10 5 (0.78%) Cucumber
11 4 (0.62%) Hardhat
11 4 (0.62%) JUnit
11 4 (0.62%) TeamCity
11 4 (0.62%) webpack
12 3 (0.47%) Eclipse
12 3 (0.47%) IntelliJ
12 3 (0.47%) MLflow
General
1 344 (53.33%) Social Skills
2 195 (30.23%) Finance
3 158 (24.50%) Analytical Skills
4 95 (14.73%) Banking
5 36 (5.58%) Financial Institution
6 28 (4.34%) Public Sector
7 22 (3.41%) Front Office
7 22 (3.41%) Marketing
8 21 (3.26%) Investment Banking
8 21 (3.26%) Manufacturing
9 20 (3.10%) Organisational Skills
10 19 (2.95%) Documentation Skills
11 13 (2.02%) Presentation Skills
11 13 (2.02%) Retail
12 12 (1.86%) Influencing Skills
13 11 (1.71%) Telecoms
14 10 (1.55%) Inclusion and Diversity
15 9 (1.40%) Legal
16 8 (1.24%) Aerospace
16 8 (1.24%) Back Office
Job Titles
1 149 (23.10%) Developer
2 72 (11.16%) Analyst
3 66 (10.23%) Senior
4 63 (9.77%) Architect
5 41 (6.36%) Software Engineer
6 37 (5.74%) Lead
7 26 (4.03%) Senior Developer
8 20 (3.10%) Consultant
9 19 (2.95%) AWS Engineer
10 18 (2.79%) Cloud Engineer
10 18 (2.79%) Full-Stack Developer
10 18 (2.79%) Java Developer
11 17 (2.64%) Senior Software Engineer
11 17 (2.64%) Technical Support
12 16 (2.48%) Business Analyst
12 16 (2.48%) DevOps Engineer
12 16 (2.48%) Solutions Architect
13 15 (2.33%) Data Engineer
13 15 (2.33%) GCP Engineer
14 13 (2.02%) Python Engineer
Libraries, Frameworks & Software Standards
1 113 (17.52%) REST
2 71 (11.01%) RESTful
3 44 (6.82%) HTML
4 40 (6.20%) Elastic Stack
5 39 (6.05%) .NET
6 35 (5.43%) Kafka
7 33 (5.12%) JSON
7 33 (5.12%) SOAP
8 32 (4.96%) CSS
9 31 (4.81%) React
10 29 (4.50%) OAuth
10 29 (4.50%) Spring
11 28 (4.34%) XML
12 25 (3.88%) Middleware
13 24 (3.72%) Node.js
14 20 (3.10%) AngularJS
14 20 (3.10%) Web Services
15 19 (2.95%) OAuth2
16 17 (2.64%) LangChain
16 17 (2.64%) RabbitMQ
Miscellaneous
1 73 (11.32%) Management Information System
2 63 (9.77%) Cloud Native
3 51 (7.91%) Distributed Systems
4 39 (6.05%) Public Cloud
5 35 (5.43%) Algorithms
6 32 (4.96%) Product Ownership
7 29 (4.50%) Data Protection Act
8 24 (3.72%) Data Structures
9 21 (3.26%) Virtual Team
10 20 (3.10%) Security Posture
11 19 (2.95%) Enterprise Software
12 14 (2.17%) Derivative
12 14 (2.17%) Foreign Exchange (FX)
12 14 (2.17%) Legacy Systems
12 14 (2.17%) Tandem
13 13 (2.02%) Fixed Income
13 13 (2.02%) Onboarding
14 10 (1.55%) AI Agents
14 10 (1.55%) Analytical Mindset
14 10 (1.55%) Mobile App
Operating Systems
1 98 (15.19%) Linux
2 70 (10.85%) Windows
3 41 (6.36%) Unix
4 11 (1.71%) Windows Server
5 8 (1.24%) Windows 10
6 7 (1.09%) Android
6 7 (1.09%) Apple iOS
7 5 (0.78%) Mac OS
8 3 (0.47%) Red Hat Enterprise Linux
8 3 (0.47%) VMS
9 1 (0.16%) Kali Linux
9 1 (0.16%) Mac OS X
Processes & Methodologies
1 638 (98.91%) Computer Science
2 273 (42.33%) Problem-Solving
3 243 (37.67%) Agile
4 183 (28.37%) DevOps
5 169 (26.20%) CI/CD
6 114 (17.67%) Software Engineering
7 113 (17.52%) Microservices
8 106 (16.43%) Containerisation
9 86 (13.33%) Analytics
10 79 (12.25%) Migration
11 74 (11.47%) Change Management
12 71 (11.01%) Stakeholder Management
13 70 (10.85%) Infrastructure as Code
14 65 (10.08%) Continuous Improvement
15 63 (9.77%) AI
16 60 (9.30%) Scrum
17 58 (8.99%) Continuous Integration
18 56 (8.68%) Cybersecurity
18 56 (8.68%) Test Automation
19 55 (8.53%) Decision-Making
Programming Languages
1 236 (36.59%) Python
2 130 (20.16%) SQL
3 119 (18.45%) Java
4 81 (12.56%) JavaScript
5 56 (8.68%) Go
6 40 (6.20%) C#
7 38 (5.89%) TypeScript
8 28 (4.34%) PowerShell
9 24 (3.72%) Bash
10 22 (3.41%) C++
11 18 (2.79%) Perl
12 12 (1.86%) Ruby
13 10 (1.55%) Shell Script
14 9 (1.40%) Apex Code
14 9 (1.40%) R
15 6 (0.93%) T-SQL
16 5 (0.78%) Data Analysis Expressions
16 5 (0.78%) VB.NET
17 4 (0.62%) ABAP
17 4 (0.62%) Scala
Qualifications
1 645 (100.00%) Degree
2 138 (21.40%) Master's Degree
3 57 (8.84%) Security Cleared
4 41 (6.36%) SC Cleared
5 38 (5.89%) AWS Certification
6 29 (4.50%) Azure Certification
7 28 (4.34%) Cisco Certification
8 24 (3.72%) AWS Certified Solutions Architect
9 22 (3.41%) CISSP
10 19 (2.95%) BPSS Clearance
10 19 (2.95%) Microsoft Certification
11 18 (2.79%) PMI Certification
12 17 (2.64%) PMP
13 16 (2.48%) CCNA
14 14 (2.17%) CCNP
15 10 (1.55%) ISO 27001 Lead Implementer
16 9 (1.40%) TOGAF Certification
17 8 (1.24%) CISM
18 7 (1.09%) ISEB
18 7 (1.09%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 45 (6.98%) Data Quality
1 45 (6.98%) QA
2 40 (6.20%) GDPR
3 30 (4.65%) ISO/IEC 27001
4 13 (2.02%) GRC
5 11 (1.71%) Def Stans
5 11 (1.71%) NIST
6 7 (1.09%) California Consumer Privacy Act
6 7 (1.09%) HIPAA
7 6 (0.93%) SLA
8 5 (0.78%) Accessibility
8 5 (0.78%) PCI DSS
8 5 (0.78%) PMO
9 4 (0.62%) MiFID
10 3 (0.47%) COBIT
10 3 (0.47%) NCSC
10 3 (0.47%) NIST 800
10 3 (0.47%) SEPA
11 2 (0.31%) Basel III
11 2 (0.31%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 110 (17.05%) Docker
2 22 (3.41%) Active Directory
3 14 (2.17%) VMware Infrastructure
4 4 (0.62%) Virtual Machines
4 4 (0.62%) VMware NSX
4 4 (0.62%) vSphere
5 3 (0.47%) Hyper-V
6 1 (0.16%) PowerHA
6 1 (0.16%) Tivoli Workload Scheduler
Systems Management
1 108 (16.74%) Kubernetes
2 75 (11.63%) Terraform
3 64 (9.92%) Ansible
4 50 (7.75%) Grafana
5 42 (6.51%) Prometheus
6 11 (1.71%) Puppet
7 7 (1.09%) Argo
7 7 (1.09%) Microsoft Intune
7 7 (1.09%) SCCM
8 6 (0.93%) Kibana
8 6 (0.93%) Single Sign-On
9 4 (0.62%) Kustomize
10 3 (0.47%) Progress Chef
10 3 (0.47%) 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 (0.16%) Kubeflow
12 1 (0.16%) vRealize Orchestrator
Vendors
1 119 (18.45%) Microsoft
2 55 (8.53%) Splunk
3 46 (7.13%) Google
4 42 (6.51%) Oracle
5 31 (4.81%) Cisco
6 28 (4.34%) IBM
7 27 (4.19%) Salesforce
7 27 (4.19%) SAP
8 25 (3.88%) ServiceNow
9 19 (2.95%) VMware
10 14 (2.17%) Databricks
11 12 (1.86%) Red Hat
12 9 (1.40%) Atlassian
13 8 (1.24%) Pega
14 7 (1.09%) Genesys
14 7 (1.09%) MuleSoft
14 7 (1.09%) Peregrine
14 7 (1.09%) Remedy
15 6 (0.93%) Citrix
15 6 (0.93%) Informatica