Computer Science Degree Contract Job Trends in Scotland

Computer Science Degree
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland 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 13 December 2025, comparing them to the same period in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 85 96 109
Rank change year-on-year +11 +13 +53
Contract jobs citing Computer Science Degree 29 23 34
As % of all contract jobs in Scotland 1.85% 1.34% 1.41%
As % of the Qualifications category 7.63% 5.68% 4.82%
Number of daily rates quoted 19 12 24
10th Percentile £358 £363 £378
25th Percentile £416 £384 £439
Median daily rate (50th Percentile) £450 £438 £500
Median % change year-on-year +2.86% -12.50% +1.78%
75th Percentile £525 £640 £581
90th Percentile £556 £685 £625
UK median daily rate £475 £550 £525
% change year-on-year -13.64% +4.76% -12.50%

All Academic and Professional Certifications
Scotland

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 in Scotland.

Contract vacancies requiring academic qualifications or professional certifications 380 405 705
As % of all contract IT jobs advertised in Scotland 24.19% 23.55% 29.24%
Number of daily rates quoted 230 239 406
10th Percentile £175 £191 £186
25th Percentile £344 £358 £352
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +11.11%
75th Percentile £538 £554 £600
90th Percentile £635 £656 £700
UK median daily rate £525 £525 £550
% change year-on-year - -4.55% -
Number of hourly rates quoted 37 19 31
10th Percentile £19.23 £15.60 £32.14
25th Percentile £19.38 £17.63 £49.38
Median hourly rate £20.00 £22.09 £60.00
Median % change year-on-year -9.46% -63.18% +111.55%
75th Percentile £25.15 £25.97 £62.50
90th Percentile £29.49 £36.10 £78.00
UK median hourly rate £25.15 £42.50 £52.50
% change year-on-year -40.82% -19.05% +16.67%

Computer Science Degree
Job Vacancy Trend in Scotland

Historical trend showing the proportion of contract IT job postings citing Computer Science Degree relative to all contract IT jobs advertised in Scotland.

Computer Science Degree job vacancy trend in Scotland

Computer Science Degree
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Computer Science Degree.

Contractor daily rate distribution trend for jobs in Scotland citing Computer Science Degree

Computer Science Degree
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Computer Science Degree in Scotland over the 6 months to 13 December 2025.

Daily rate histogram for Computer Science Degree in Scotland

Computer Science Degree
Hourly Rate Trend in Scotland

Contractor hourly rate distribution trend for jobs in Scotland citing Computer Science Degree.

Contractor hourly rate distribution trend for jobs in Scotland citing Computer Science Degree

Computer Science Degree
Contract Job Locations in Scotland

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 Scotland region over the 6 months to 13 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
Glasgow +4 21 £475 +8.57% 8
Edinburgh +5 8 £400 -27.93% 8
Computer Science Degree
UK

Computer Science Degree
Co-Occurring Skills & Capabilities in Scotland 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 1 (3.45%) nginx
Applications
1 2 (6.90%) Microsoft Excel
1 2 (6.90%) Microsoft PowerPoint
2 1 (3.45%) Microsoft Office
2 1 (3.45%) MS Visio
Cloud Services
1 16 (55.17%) AWS
2 7 (24.14%) Azure
3 4 (13.79%) GCP
3 4 (13.79%) Serverless
4 3 (10.34%) OpenShift
5 2 (6.90%) Amazon Bedrock
5 2 (6.90%) Amazon SageMaker
5 2 (6.90%) AWS CloudFormation
5 2 (6.90%) GitHub
5 2 (6.90%) Power Platform
6 1 (3.45%) Amazon EC2
6 1 (3.45%) Amazon EventBridge
6 1 (3.45%) Amazon S3
6 1 (3.45%) Amazon SQS
6 1 (3.45%) AWS Lambda
6 1 (3.45%) Azure DevOps
6 1 (3.45%) Microsoft 365
Communications & Networking
1 1 (3.45%) Firewall
1 1 (3.45%) Network Security
1 1 (3.45%) VPN
Database & Business Intelligence
1 6 (20.69%) NoSQL
2 5 (17.24%) Redis
3 3 (10.34%) Big Data
4 2 (6.90%) Data Warehouse
4 2 (6.90%) MongoDB
4 2 (6.90%) PostgreSQL
4 2 (6.90%) Power BI
4 2 (6.90%) Power Query
4 2 (6.90%) QlikView
4 2 (6.90%) Relational Database
4 2 (6.90%) SQL Server
4 2 (6.90%) Tableau
5 1 (3.45%) DB2
Development Applications
1 6 (20.69%) Jenkins
2 5 (17.24%) GitLab
3 3 (10.34%) Artifactory
3 3 (10.34%) Git
3 3 (10.34%) Liquibase
4 2 (6.90%) JIRA
5 1 (3.45%) Bitbucket
5 1 (3.45%) IntelliJ
5 1 (3.45%) PyCharm
5 1 (3.45%) Toad
5 1 (3.45%) Visual Studio
5 1 (3.45%) Visual Studio Code
General
1 19 (65.52%) Social Skills
2 9 (31.03%) Finance
3 4 (13.79%) Analytical Skills
3 4 (13.79%) Banking
3 4 (13.79%) Public Sector
4 2 (6.90%) Inclusion and Diversity
4 2 (6.90%) Organisational Skills
5 1 (3.45%) Digital Healthcare
5 1 (3.45%) Financial Institution
5 1 (3.45%) Law
Job Titles
1 5 (17.24%) Developer
1 5 (17.24%) Python Engineer
2 3 (10.34%) Architect
2 3 (10.34%) Data Engineer
2 3 (10.34%) Project Manager
2 3 (10.34%) Python Data Engineer
2 3 (10.34%) Release Manager
2 3 (10.34%) Software Engineer
2 3 (10.34%) Software Manager
2 3 (10.34%) Software Release Manager
3 2 (6.90%) Artificial Intelligence Architect
3 2 (6.90%) Business Intelligence Developer
3 2 (6.90%) Full-Stack Developer
3 2 (6.90%) Full-Stack Java Developer
3 2 (6.90%) Java Developer
3 2 (6.90%) Power BI Developer
3 2 (6.90%) Senior
3 2 (6.90%) Senior Software Engineer
3 2 (6.90%) Technical Manager
3 2 (6.90%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 7 (24.14%) RESTful
2 5 (17.24%) Kafka
2 5 (17.24%) LangGraph
3 4 (13.79%) OAuth
3 4 (13.79%) OAuth2
3 4 (13.79%) REST
3 4 (13.79%) Spring
4 3 (10.34%) Elastic Stack
4 3 (10.34%) FastAPI
4 3 (10.34%) Flask
4 3 (10.34%) Hugging Face
4 3 (10.34%) LangChain
4 3 (10.34%) Loki
4 3 (10.34%) OpenTelemetry
4 3 (10.34%) PyTorch
4 3 (10.34%) TensorFlow
5 2 (6.90%) AngularJS
5 2 (6.90%) CrewAI
5 2 (6.90%) pgvector
5 2 (6.90%) Spring Boot
Miscellaneous
1 6 (20.69%) Public Cloud
2 5 (17.24%) AI Agents
2 5 (17.24%) Cloud Native
2 5 (17.24%) Distributed Systems
3 4 (13.79%) Data Protection Act
3 4 (13.79%) Private Cloud
4 3 (10.34%) Management Information System
5 2 (6.90%) Algorithms
5 2 (6.90%) Data Structures
5 2 (6.90%) Distributed Applications
5 2 (6.90%) PMI
5 2 (6.90%) Product Ownership
6 1 (3.45%) Distributed Architecture
6 1 (3.45%) IVR
Operating Systems
1 9 (31.03%) Linux
2 4 (13.79%) Unix
3 2 (6.90%) Windows
4 1 (3.45%) Windows Server
Processes & Methodologies
1 29 (100.00%) Computer Science
2 20 (68.97%) Agile
3 19 (65.52%) CI/CD
4 14 (48.28%) DevOps
5 9 (31.03%) Containerisation
5 9 (31.03%) Microservices
5 9 (31.03%) Software Engineering
6 7 (24.14%) Continuous Integration
6 7 (24.14%) Scrum
7 6 (20.69%) Continuous Delivery
7 6 (20.69%) Decision-Making
7 6 (20.69%) Problem-Solving
7 6 (20.69%) Task Automation
8 5 (17.24%) Analytics
8 5 (17.24%) Infrastructure as Code
8 5 (17.24%) Machine Learning
8 5 (17.24%) MLOps
8 5 (17.24%) ModelOps
8 5 (17.24%) SDLC
8 5 (17.24%) Site Reliability Engineering
Programming Languages
1 14 (48.28%) Python
2 9 (31.03%) Java
3 7 (24.14%) SQL
4 3 (10.34%) Go
4 3 (10.34%) PowerShell
5 2 (6.90%) Bash
5 2 (6.90%) Data Analysis Expressions
5 2 (6.90%) Perl
6 1 (3.45%) C#
6 1 (3.45%) TypeScript
Qualifications
1 29 (100.00%) Degree
2 10 (34.48%) Master's Degree
3 5 (17.24%) AWS Certification
4 3 (10.34%) AWS Certified Solutions Architect
5 2 (6.90%) PMI Certification
6 1 (3.45%) AWS Certified Developer
6 1 (3.45%) AWS Certified DevOps Engineer
6 1 (3.45%) Azure Certification
6 1 (3.45%) CISSP
6 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 4 (13.79%) QA
2 1 (3.45%) Disclosure Scotland
System Software
1 4 (13.79%) Docker
Systems Management
1 11 (37.93%) Kubernetes
2 6 (20.69%) Ansible
2 6 (20.69%) Grafana
2 6 (20.69%) Prometheus
2 6 (20.69%) Terraform
3 3 (10.34%) Kustomize
4 2 (6.90%) Progress Chef
Vendors
1 5 (17.24%) Splunk
2 4 (13.79%) Microsoft
3 2 (6.90%) Google
3 2 (6.90%) Pega
3 2 (6.90%) ServiceNow
3 2 (6.90%) VMware
4 1 (3.45%) BMC
4 1 (3.45%) Citrix
4 1 (3.45%) IBM