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 20 November 2025, with comparisons to the same periods in the previous two years.

6 months to
20 Nov 2025
Same period 2024 Same period 2023
Rank 90 50 55
Rank change year-on-year -40 +5 -15
Permanent jobs citing Computer Science 56 120 127
As % of all permanent jobs in Scotland 2.06% 3.66% 5.38%
As % of the Processes & Methodologies category 2.39% 4.29% 5.62%
Number of salaries quoted 17 53 108
10th Percentile £42,500 £27,500 £27,500
25th Percentile £45,000 £37,574 £45,938
Median annual salary (50th Percentile) £55,000 £48,500 £55,000
Median % change year-on-year +13.40% -11.82% -
75th Percentile £68,750 £75,000 £67,500
90th Percentile £85,700 £91,250 £72,500
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 2,344 2,799 2,260
As % of all permanent jobs advertised in Scotland 86.40% 85.41% 95.72%
Number of salaries quoted 1,113 1,300 1,774
10th Percentile £26,250 £31,250 £25,000
25th Percentile £31,750 £40,000 £34,000
Median annual salary (50th Percentile) £40,000 £55,000 £52,000
Median % change year-on-year -27.27% +5.77% -5.45%
75th Percentile £65,000 £70,000 £68,750
90th Percentile £82,500 £82,958 £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 20 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 20 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 -19 34 £50,000 -28.57% 25
Edinburgh -29 7 £62,500 +13.64% 18
South Ayrshire +12 5 £70,599 +76.06% 2
Highlands - 4 - -
East Ayrshire - 2 £85,700 - 2
Aberdeen +4 1 - - 9
Dundee 0 1 - - 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 (1.79%) ArcGIS
1 1 (1.79%) Smallworld
Applications
1 12 (21.43%) Chatbot
2 1 (1.79%) Microsoft Excel
2 1 (1.79%) MS Visio
Business Applications
1 2 (3.57%) Dynamics NAV
2 1 (1.79%) Dynamics CRM
Cloud Services
1 17 (30.36%) AWS
2 9 (16.07%) GitHub
3 5 (8.93%) Amazon EC2
3 5 (8.93%) AWS Lambda
3 5 (8.93%) SaaS
3 5 (8.93%) Serverless
4 4 (7.14%) Amazon ECS
4 4 (7.14%) Amazon EMR
4 4 (7.14%) Amazon MSK
4 4 (7.14%) Amazon S3
4 4 (7.14%) Power Platform
5 3 (5.36%) Azure
5 3 (5.36%) Dynamics 365
6 1 (1.79%) Amazon EKS
6 1 (1.79%) AWS IoT
6 1 (1.79%) Azure DevOps
6 1 (1.79%) GCP
6 1 (1.79%) Microsoft Copilot
Communications & Networking
1 1 (1.79%) 802.11
1 1 (1.79%) BGP
1 1 (1.79%) Bluetooth
1 1 (1.79%) Ethernet
1 1 (1.79%) Firewall
1 1 (1.79%) HSRP
1 1 (1.79%) IPsec
1 1 (1.79%) LoRaWAN
1 1 (1.79%) Modbus
1 1 (1.79%) MQTT
1 1 (1.79%) OSPF
1 1 (1.79%) SD-WAN
1 1 (1.79%) VPN
1 1 (1.79%) WAN
1 1 (1.79%) Wi-Fi
Database & Business Intelligence
1 8 (14.29%) Amazon Athena
1 8 (14.29%) PostgreSQL
2 4 (7.14%) Amazon RDS
2 4 (7.14%) Electronic Patient Records
2 4 (7.14%) KDB
2 4 (7.14%) Kdb+
2 4 (7.14%) Oracle BI EE
2 4 (7.14%) Oracle BI Publisher
2 4 (7.14%) Oracle Reports
2 4 (7.14%) Relational Database
3 3 (5.36%) Power BI
3 3 (5.36%) Tableau
4 2 (3.57%) SQL Server
5 1 (1.79%) Amazon Aurora
5 1 (1.79%) DynamoDB
5 1 (1.79%) GIS
Development Applications
1 8 (14.29%) Jenkins
2 5 (8.93%) Git
3 4 (7.14%) Maven
4 2 (3.57%) Rational DOORS
4 2 (3.57%) Rational Rhapsody
4 2 (3.57%) Rational Statemate
5 1 (1.79%) JIRA
General
1 23 (41.07%) Finance
2 19 (33.93%) Law
3 18 (32.14%) Inclusion and Diversity
4 13 (23.21%) Banking
5 10 (17.86%) Social Skills
6 9 (16.07%) Analytical Skills
7 6 (10.71%) Marketing
8 4 (7.14%) Front Office
8 4 (7.14%) Private Banking
9 3 (5.36%) Documentation Skills
10 2 (3.57%) Back Office
10 2 (3.57%) Military
11 1 (1.79%) Agriculture
11 1 (1.79%) Avionics
11 1 (1.79%) Electronics
11 1 (1.79%) Manufacturing
11 1 (1.79%) Presentation Skills
11 1 (1.79%) Public Sector
11 1 (1.79%) Telecoms
Job Titles
1 22 (39.29%) Developer
2 21 (37.50%) Software Engineer
3 15 (26.79%) Lead
4 13 (23.21%) Java Engineer
4 13 (23.21%) Lead Software Engineer
5 12 (21.43%) Java Software Engineer
5 12 (21.43%) Trainer
6 10 (17.86%) Java Developer
7 9 (16.07%) Developer/Software Engineer
7 9 (16.07%) Software Developer
8 8 (14.29%) Java Software Developer
8 8 (14.29%) Lead Java Engineer
8 8 (14.29%) Senior
9 6 (10.71%) Full-Stack Developer
9 6 (10.71%) Full-Stack Java Developer
9 6 (10.71%) React Developer
9 6 (10.71%) Senior Software Engineer
10 5 (8.93%) Architect
10 5 (8.93%) Full-Stack Engineer
10 5 (8.93%) Software Architect
Libraries, Frameworks & Software Standards
1 11 (19.64%) RESTful
1 11 (19.64%) Spring
2 8 (14.29%) Spring Boot
3 6 (10.71%) React
4 5 (8.93%) Middleware
5 4 (7.14%) AngularJS
5 4 (7.14%) HTML
5 4 (7.14%) jQuery
5 4 (7.14%) Kafka
6 3 (5.36%) Hibernate
7 2 (3.57%) Oracle Fusion
7 2 (3.57%) XML
8 1 (1.79%) 802.1X
8 1 (1.79%) ADO
8 1 (1.79%) WinForms
Miscellaneous
1 14 (25.00%) Cloud Native
2 4 (7.14%) Data Structures
2 4 (7.14%) Derivative
2 4 (7.14%) Distributed Applications
3 2 (3.57%) Algorithms
3 2 (3.57%) NHS
4 1 (1.79%) ARM Cortex
4 1 (1.79%) Cyberattack
4 1 (1.79%) Embedded Systems
4 1 (1.79%) IoT
4 1 (1.79%) Management Information System
4 1 (1.79%) Mobile App
4 1 (1.79%) Public Cloud
4 1 (1.79%) Security Posture
Operating Systems
1 1 (1.79%) Apple iOS
Processes & Methodologies
1 26 (46.43%) Agile
1 26 (46.43%) Mathematics
1 26 (46.43%) Problem-Solving
1 26 (46.43%) Software Engineering
2 22 (39.29%) AI
3 19 (33.93%) SDLC
4 16 (28.57%) Decision-Making
5 14 (25.00%) Operational Stability
6 12 (21.43%) Conversational UI
6 12 (21.43%) Statistics
7 10 (17.86%) Business Intelligence
8 9 (16.07%) CI/CD
8 9 (16.07%) Tech Ops
9 8 (14.29%) Analytics
9 8 (14.29%) Design Patterns
9 8 (14.29%) DevOps
9 8 (14.29%) UML
10 7 (12.50%) Configuration Management
10 7 (12.50%) Continuous Improvement
10 7 (12.50%) Mentoring
Programming Languages
1 18 (32.14%) Java
2 12 (21.43%) SQL
3 11 (19.64%) Python
4 5 (8.93%) C
4 5 (8.93%) C#
5 4 (7.14%) JavaScript
6 3 (5.36%) Ada
7 2 (3.57%) C++
8 1 (1.79%) Ada 95
8 1 (1.79%) Bash
8 1 (1.79%) Magik
8 1 (1.79%) MATLAB
8 1 (1.79%) Objective-C
8 1 (1.79%) Swift
Qualifications
1 42 (75.00%) Degree
2 22 (39.29%) Computer Science Degree
3 14 (25.00%) Master's Degree
4 12 (21.43%) PhD
5 8 (14.29%) BPSS Clearance
6 6 (10.71%) Chartered Engineer
7 1 (1.79%) AWS Certification
7 1 (1.79%) CCNA
7 1 (1.79%) CCNP
7 1 (1.79%) CEH
7 1 (1.79%) Cisco Certification
7 1 (1.79%) CISM
7 1 (1.79%) CISSP
7 1 (1.79%) CSSLP
7 1 (1.79%) SC Cleared
7 1 (1.79%) Security Cleared
Quality Assurance & Compliance
1 6 (10.71%) ISO/IEC 12207
2 3 (5.36%) ISO/IEC 27001
3 2 (3.57%) ISO 9001
4 1 (1.79%) JTAG
4 1 (1.79%) NIST
System Software
1 2 (3.57%) Firmware
2 1 (1.79%) Embedded Firmware
Systems Management
1 5 (8.93%) Kubernetes
1 5 (8.93%) Terraform
2 4 (7.14%) Grafana
2 4 (7.14%) Netcool
2 4 (7.14%) Netcool/OMNIbus
2 4 (7.14%) Tivoli
3 1 (1.79%) Ansible
Vendors
1 13 (23.21%) Oracle
2 12 (21.43%) PayPal
3 4 (7.14%) Dynatrace
3 4 (7.14%) IBM
3 4 (7.14%) Microsoft
3 4 (7.14%) ServiceNow
3 4 (7.14%) Splunk
4 3 (5.36%) Alteryx
4 3 (5.36%) Teradata
5 2 (3.57%) Green Hills
6 1 (1.79%) Cisco
6 1 (1.79%) ESRI
6 1 (1.79%) Google
6 1 (1.79%) NVIDIA
6 1 (1.79%) SAP