Computer Science Job Trends in Scotland

Computer Science
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Computer Science skills. It covers permanent job vacancies from the 6 months leading up to 29 November 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Nov 2025
Same period 2024 Same period 2023
Rank 101 58 53
Rank change year-on-year -43 -5 -10
Permanent jobs citing Computer Science 50 112 131
As % of all permanent jobs in Scotland 1.80% 3.46% 5.46%
As % of the Processes & Methodologies category 2.13% 3.97% 5.71%
Number of salaries quoted 17 45 111
10th Percentile £42,500 £27,500 £27,500
25th Percentile £45,000 £36,250 £45,625
Median annual salary (50th Percentile) £55,000 £45,000 £55,000
Median % change year-on-year +22.22% -18.18% -
75th Percentile £68,750 £63,000 £67,500
90th Percentile £85,700 £91,250 £75,000
UK median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% +8.33%

All Process and Methodology Skills
Scotland

Computer Science falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,342 2,824 2,296
As % of all permanent jobs advertised in Scotland 84.40% 87.35% 95.67%
Number of salaries quoted 1,145 1,308 1,770
10th Percentile £26,250 £31,250 £25,000
25th Percentile £31,750 £40,000 £35,000
Median annual salary (50th Percentile) £40,000 £55,000 £52,500
Median % change year-on-year -27.27% +4.76% -4.55%
75th Percentile £65,000 £70,000 £69,950
90th Percentile £80,850 £83,121 £83,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

Computer Science
Job Vacancy Trend in Scotland

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

Computer Science job vacancy trend in Scotland

Computer Science
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Computer Science.

Salary distribution trend for jobs in Scotland citing Computer Science

Computer Science
Salary Histogram in Scotland

Salary distribution for jobs citing Computer Science in Scotland over the 6 months to 29 November 2025.

Salary histogram for Computer Science in Scotland

Computer Science
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Computer Science within the Scotland region over the 6 months to 29 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Glasgow -7 27 £50,000 -14.53% 4
Edinburgh -26 8 £62,500 +19.05% 10
South Ayrshire +10 5 £70,599 +76.06% 2
Highlands - 4 - -
East Ayrshire - 2 £85,700 - 2
Aberdeen -1 1 - - 5
Dundee -2 1 - -
Moray - 1 - - 2
Computer Science
UK

Computer Science
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 (2.00%) ArcGIS
1 1 (2.00%) Smallworld
Applications
1 12 (24.00%) Chatbot
2 1 (2.00%) Microsoft Excel
2 1 (2.00%) MS Visio
2 1 (2.00%) Weka
Business Applications
1 2 (4.00%) Dynamics NAV
2 1 (2.00%) Dynamics CRM
Cloud Services
1 13 (26.00%) AWS
2 8 (16.00%) GitHub
3 5 (10.00%) SaaS
4 4 (8.00%) Azure
4 4 (8.00%) Power Platform
5 3 (6.00%) Dynamics 365
6 2 (4.00%) Amazon EC2
6 2 (4.00%) Amazon ECS
6 2 (4.00%) Amazon EMR
6 2 (4.00%) Amazon MSK
6 2 (4.00%) Amazon S3
6 2 (4.00%) AWS Lambda
6 2 (4.00%) Serverless
7 1 (2.00%) AWS IoT
7 1 (2.00%) Azure DevOps
7 1 (2.00%) GCP
7 1 (2.00%) Microsoft Copilot
Communications & Networking
1 1 (2.00%) 802.11
1 1 (2.00%) BGP
1 1 (2.00%) Bluetooth
1 1 (2.00%) Ethernet
1 1 (2.00%) Firewall
1 1 (2.00%) HSRP
1 1 (2.00%) IPsec
1 1 (2.00%) LoRaWAN
1 1 (2.00%) Modbus
1 1 (2.00%) MQTT
1 1 (2.00%) OSPF
1 1 (2.00%) SD-WAN
1 1 (2.00%) VPN
1 1 (2.00%) WAN
1 1 (2.00%) Wi-Fi
Database & Business Intelligence
1 6 (12.00%) PostgreSQL
2 5 (10.00%) Amazon Athena
3 4 (8.00%) Oracle BI EE
3 4 (8.00%) Oracle BI Publisher
3 4 (8.00%) Oracle Reports
4 3 (6.00%) KDB
4 3 (6.00%) Kdb+
4 3 (6.00%) Power BI
4 3 (6.00%) Relational Database
4 3 (6.00%) Tableau
5 2 (4.00%) Amazon RDS
5 2 (4.00%) Electronic Patient Records
5 2 (4.00%) SQL Server
6 1 (2.00%) GIS
Development Applications
1 5 (10.00%) Jenkins
2 3 (6.00%) Git
3 2 (4.00%) Maven
3 2 (4.00%) Rational DOORS
3 2 (4.00%) Rational Rhapsody
3 2 (4.00%) Rational Statemate
4 1 (2.00%) JIRA
General
1 17 (34.00%) Finance
2 12 (24.00%) Law
3 11 (22.00%) Inclusion and Diversity
4 9 (18.00%) Social Skills
5 8 (16.00%) Banking
6 7 (14.00%) Analytical Skills
7 4 (8.00%) Marketing
8 3 (6.00%) Documentation Skills
8 3 (6.00%) Front Office
8 3 (6.00%) Private Banking
9 2 (4.00%) Back Office
9 2 (4.00%) Military
10 1 (2.00%) Agriculture
10 1 (2.00%) Avionics
10 1 (2.00%) Electronics
10 1 (2.00%) Manufacturing
10 1 (2.00%) Pharmaceutical
10 1 (2.00%) Presentation Skills
10 1 (2.00%) Public Sector
10 1 (2.00%) Telecoms
Job Titles
1 18 (36.00%) Developer
2 14 (28.00%) Software Engineer
3 12 (24.00%) Trainer
4 11 (22.00%) Lead
5 9 (18.00%) Java Engineer
5 9 (18.00%) Lead Software Engineer
6 8 (16.00%) Java Software Engineer
7 7 (14.00%) Java Developer
8 6 (12.00%) Lead Java Engineer
8 6 (12.00%) Senior
9 5 (10.00%) Architect
9 5 (10.00%) Developer/Software Engineer
9 5 (10.00%) Full-Stack Developer
9 5 (10.00%) Full-Stack Java Developer
9 5 (10.00%) Java Software Developer
9 5 (10.00%) Software Architect
9 5 (10.00%) Software Developer
10 4 (8.00%) Lead Developer
10 4 (8.00%) Senior Developer
10 4 (8.00%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 9 (18.00%) RESTful
2 8 (16.00%) Spring
3 5 (10.00%) Middleware
3 5 (10.00%) Spring Boot
4 4 (8.00%) React
5 3 (6.00%) Hibernate
5 3 (6.00%) Kafka
6 2 (4.00%) AngularJS
6 2 (4.00%) HTML
6 2 (4.00%) jQuery
6 2 (4.00%) Oracle Fusion
6 2 (4.00%) XML
7 1 (2.00%) 802.1X
7 1 (2.00%) ADO
7 1 (2.00%) WinForms
Miscellaneous
1 9 (18.00%) Cloud Native
2 4 (8.00%) Data Structures
3 3 (6.00%) Derivative
3 3 (6.00%) Distributed Applications
4 2 (4.00%) NHS
5 1 (2.00%) Algorithms
5 1 (2.00%) ARM Cortex
5 1 (2.00%) Cyberattack
5 1 (2.00%) Embedded Systems
5 1 (2.00%) IoT
5 1 (2.00%) Management Information System
5 1 (2.00%) Mobile App
5 1 (2.00%) Security Posture
Operating Systems
1 1 (2.00%) Linux
1 1 (2.00%) Windows
Processes & Methodologies
1 21 (42.00%) Mathematics
1 21 (42.00%) Problem-Solving
2 20 (40.00%) Agile
2 20 (40.00%) AI
3 19 (38.00%) Software Engineering
4 16 (32.00%) SDLC
5 12 (24.00%) Conversational UI
5 12 (24.00%) Decision-Making
5 12 (24.00%) Statistics
6 10 (20.00%) Business Intelligence
7 9 (18.00%) Operational Stability
8 8 (16.00%) Analytics
8 8 (16.00%) Design Patterns
8 8 (16.00%) DevOps
8 8 (16.00%) Mentoring
8 8 (16.00%) UML
9 7 (14.00%) CI/CD
9 7 (14.00%) Configuration Management
9 7 (14.00%) Continuous Improvement
10 6 (12.00%) Full-Stack Development
Programming Languages
1 14 (28.00%) Java
2 11 (22.00%) SQL
3 8 (16.00%) Python
4 5 (10.00%) C
4 5 (10.00%) C#
5 3 (6.00%) Ada
6 2 (4.00%) C++
6 2 (4.00%) JavaScript
7 1 (2.00%) Ada 95
7 1 (2.00%) Bash
7 1 (2.00%) Magik
7 1 (2.00%) MATLAB
Qualifications
1 41 (82.00%) Degree
2 21 (42.00%) Computer Science Degree
3 14 (28.00%) Master's Degree
4 12 (24.00%) PhD
5 8 (16.00%) BPSS Clearance
6 6 (12.00%) Chartered Engineer
7 2 (4.00%) CISM
7 2 (4.00%) CISSP
8 1 (2.00%) AWS Certification
8 1 (2.00%) Azure Certification
8 1 (2.00%) CCNA
8 1 (2.00%) CCNP
8 1 (2.00%) CEH
8 1 (2.00%) Cisco Certification
8 1 (2.00%) CSSLP
8 1 (2.00%) ITIL Certification
8 1 (2.00%) SC Cleared
8 1 (2.00%) Security Cleared
Quality Assurance & Compliance
1 6 (12.00%) ISO/IEC 12207
2 3 (6.00%) ISO/IEC 27001
3 2 (4.00%) ISO 9001
4 1 (2.00%) GxP
4 1 (2.00%) JTAG
4 1 (2.00%) NIST
System Software
1 2 (4.00%) Firmware
2 1 (2.00%) Docker
2 1 (2.00%) Embedded Firmware
2 1 (2.00%) vSphere
Systems Management
1 4 (8.00%) Kubernetes
2 3 (6.00%) Grafana
2 3 (6.00%) Netcool
2 3 (6.00%) Netcool/OMNIbus
2 3 (6.00%) Terraform
2 3 (6.00%) Tivoli
3 1 (2.00%) Ansible
Vendors
1 12 (24.00%) PayPal
2 10 (20.00%) Oracle
3 4 (8.00%) Microsoft
4 3 (6.00%) Alteryx
4 3 (6.00%) Dynatrace
4 3 (6.00%) IBM
4 3 (6.00%) ServiceNow
4 3 (6.00%) Splunk
4 3 (6.00%) Teradata
5 2 (4.00%) Green Hills
6 1 (2.00%) Cisco
6 1 (2.00%) ESRI
6 1 (2.00%) Google
6 1 (2.00%) NVIDIA
6 1 (2.00%) SAP