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 6 December 2025, with comparisons to the same periods in the previous two years.

6 months to
6 Dec 2025
Same period 2024 Same period 2023
Rank 99 54 53
Rank change year-on-year -45 -1 -9
Permanent jobs citing Computer Science 44 112 136
As % of all permanent jobs in Scotland 1.59% 3.60% 5.57%
As % of the Processes & Methodologies category 1.90% 4.06% 5.82%
Number of salaries quoted 18 44 112
10th Percentile £42,500 £27,500 £28,000
25th Percentile £45,000 £35,625 £46,250
Median annual salary (50th Percentile) £55,249 £45,000 £55,000
Median % change year-on-year +22.78% -18.18% -
75th Percentile £81,463 £63,188 £66,563
90th Percentile £85,700 £91,250 £74,750
UK median annual salary £60,000 £62,500 £65,000
% change year-on-year -4.00% -3.85% +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 2,311 2,759 2,337
As % of all permanent jobs advertised in Scotland 83.43% 88.60% 95.70%
Number of salaries quoted 1,167 1,261 1,757
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 £64,750 £70,000 £69,800
90th Percentile £80,000 £83,500 £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 6 December 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 6 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Glasgow -5 20 £50,000 -13.04% 9
Edinburgh -29 8 £62,500 +19.05% 12
South Ayrshire +11 5 £70,599 +76.06%
Highlands - 4 - -
East Ayrshire - 3 £85,700 -
Aberdeen -3 1 - - 5
Dundee -3 1 - -
Moray - 1 - -
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 (2.27%) ArcGIS
1 1 (2.27%) Smallworld
Applications
1 12 (27.27%) Chatbot
2 1 (2.27%) Microsoft Excel
2 1 (2.27%) MS Visio
2 1 (2.27%) Weka
Business Applications
1 2 (4.55%) Dynamics NAV
2 1 (2.27%) Dynamics CRM
Cloud Services
1 8 (18.18%) AWS
2 6 (13.64%) GitHub
3 5 (11.36%) SaaS
4 4 (9.09%) Azure
4 4 (9.09%) Power Platform
5 3 (6.82%) Dynamics 365
6 1 (2.27%) Amazon EC2
6 1 (2.27%) Amazon ECS
6 1 (2.27%) Amazon EMR
6 1 (2.27%) Amazon MSK
6 1 (2.27%) Amazon S3
6 1 (2.27%) AWS IoT
6 1 (2.27%) AWS Lambda
6 1 (2.27%) Azure DevOps
6 1 (2.27%) GCP
6 1 (2.27%) Microsoft Copilot
6 1 (2.27%) Serverless
Communications & Networking
1 1 (2.27%) 802.11
1 1 (2.27%) BGP
1 1 (2.27%) Bluetooth
1 1 (2.27%) Ethernet
1 1 (2.27%) Firewall
1 1 (2.27%) HSRP
1 1 (2.27%) IPsec
1 1 (2.27%) LoRaWAN
1 1 (2.27%) Modbus
1 1 (2.27%) MQTT
1 1 (2.27%) OSPF
1 1 (2.27%) SD-WAN
1 1 (2.27%) VPN
1 1 (2.27%) WAN
1 1 (2.27%) Wi-Fi
Database & Business Intelligence
1 4 (9.09%) Oracle BI EE
1 4 (9.09%) Oracle BI Publisher
1 4 (9.09%) Oracle Reports
2 3 (6.82%) Power BI
2 3 (6.82%) Tableau
3 2 (4.55%) Amazon Athena
3 2 (4.55%) PostgreSQL
3 2 (4.55%) SQL Server
4 1 (2.27%) Amazon RDS
4 1 (2.27%) Electronic Patient Records
4 1 (2.27%) GIS
4 1 (2.27%) KDB
4 1 (2.27%) Kdb+
4 1 (2.27%) Relational Database
Development Applications
1 2 (4.55%) Git
1 2 (4.55%) Jenkins
1 2 (4.55%) Rational DOORS
1 2 (4.55%) Rational Rhapsody
1 2 (4.55%) Rational Statemate
2 1 (2.27%) JIRA
2 1 (2.27%) Maven
General
1 10 (22.73%) Finance
2 8 (18.18%) Social Skills
3 6 (13.64%) Analytical Skills
4 5 (11.36%) Law
5 4 (9.09%) Inclusion and Diversity
6 3 (6.82%) Banking
6 3 (6.82%) Documentation Skills
7 2 (4.55%) Back Office
7 2 (4.55%) Marketing
7 2 (4.55%) Military
8 1 (2.27%) Agriculture
8 1 (2.27%) Avionics
8 1 (2.27%) Electronics
8 1 (2.27%) Front Office
8 1 (2.27%) Manufacturing
8 1 (2.27%) Pharmaceutical
8 1 (2.27%) Presentation Skills
8 1 (2.27%) Private Banking
8 1 (2.27%) Public Sector
8 1 (2.27%) Telecoms
Job Titles
1 15 (34.09%) Developer
2 12 (27.27%) Trainer
3 7 (15.91%) Software Engineer
4 6 (13.64%) Architect
4 6 (13.64%) Software Architect
5 5 (11.36%) Lead
6 4 (9.09%) Java Developer
6 4 (9.09%) Java Engineer
6 4 (9.09%) Oracle Developer
6 4 (9.09%) Senior
7 3 (6.82%) Analyst
7 3 (6.82%) Analyst Developer
7 3 (6.82%) Full-Stack Developer
7 3 (6.82%) Full-Stack Java Developer
7 3 (6.82%) Insight Analyst
7 3 (6.82%) Java Software Engineer
7 3 (6.82%) Lead Software Engineer
7 3 (6.82%) React Developer
7 3 (6.82%) Report Analyst
7 3 (6.82%) Report Developer
Libraries, Frameworks & Software Standards
1 6 (13.64%) Middleware
2 5 (11.36%) RESTful
2 5 (11.36%) Spring
3 3 (6.82%) Hibernate
3 3 (6.82%) React
4 2 (4.55%) Oracle Fusion
4 2 (4.55%) Spring Boot
4 2 (4.55%) XML
5 1 (2.27%) 802.1X
5 1 (2.27%) ADO
5 1 (2.27%) AngularJS
5 1 (2.27%) HTML
5 1 (2.27%) jQuery
5 1 (2.27%) Kafka
5 1 (2.27%) WinForms
Miscellaneous
1 4 (9.09%) Data Structures
2 3 (6.82%) Cloud Native
3 2 (4.55%) NHS
4 1 (2.27%) Algorithms
4 1 (2.27%) ARM Cortex
4 1 (2.27%) Cyberattack
4 1 (2.27%) Derivative
4 1 (2.27%) Distributed Applications
4 1 (2.27%) Embedded Systems
4 1 (2.27%) IoT
4 1 (2.27%) Management Information System
4 1 (2.27%) Mobile App
4 1 (2.27%) Security Posture
Operating Systems
1 1 (2.27%) Linux
1 1 (2.27%) Windows
Processes & Methodologies
1 18 (40.91%) AI
2 16 (36.36%) Agile
3 15 (34.09%) Mathematics
4 14 (31.82%) Problem-Solving
5 13 (29.55%) SDLC
6 12 (27.27%) Conversational UI
6 12 (27.27%) Software Engineering
6 12 (27.27%) Statistics
7 10 (22.73%) Business Intelligence
8 9 (20.45%) Design Patterns
8 9 (20.45%) DevOps
8 9 (20.45%) Mentoring
8 9 (20.45%) UML
9 8 (18.18%) Analytics
9 8 (18.18%) Configuration Management
9 8 (18.18%) Continuous Improvement
10 7 (15.91%) Waterfall
11 6 (13.64%) Decision-Making
11 6 (13.64%) Open Source
12 5 (11.36%) CI/CD
Programming Languages
1 9 (20.45%) Java
1 9 (20.45%) SQL
2 5 (11.36%) C
2 5 (11.36%) C#
3 4 (9.09%) Python
4 3 (6.82%) Ada
5 2 (4.55%) C++
6 1 (2.27%) Ada 95
6 1 (2.27%) Bash
6 1 (2.27%) JavaScript
6 1 (2.27%) Magik
6 1 (2.27%) MATLAB
Qualifications
1 41 (93.18%) Degree
2 21 (47.73%) Computer Science Degree
3 14 (31.82%) Master's Degree
4 12 (27.27%) PhD
5 9 (20.45%) BPSS Clearance
6 7 (15.91%) Chartered Engineer
7 2 (4.55%) CISM
7 2 (4.55%) CISSP
8 1 (2.27%) AWS Certification
8 1 (2.27%) Azure Certification
8 1 (2.27%) CCNA
8 1 (2.27%) CCNP
8 1 (2.27%) CEH
8 1 (2.27%) Cisco Certification
8 1 (2.27%) CSSLP
8 1 (2.27%) ITIL Certification
8 1 (2.27%) SC Cleared
8 1 (2.27%) Security Cleared
Quality Assurance & Compliance
1 7 (15.91%) ISO/IEC 12207
2 3 (6.82%) ISO/IEC 27001
3 2 (4.55%) ISO 9001
4 1 (2.27%) GxP
4 1 (2.27%) JTAG
4 1 (2.27%) NIST
System Software
1 2 (4.55%) Firmware
2 1 (2.27%) Docker
2 1 (2.27%) Embedded Firmware
2 1 (2.27%) vSphere
Systems Management
1 2 (4.55%) Kubernetes
2 1 (2.27%) Ansible
2 1 (2.27%) Grafana
2 1 (2.27%) Netcool
2 1 (2.27%) Netcool/OMNIbus
2 1 (2.27%) Terraform
2 1 (2.27%) Tivoli
Vendors
1 12 (27.27%) PayPal
2 7 (15.91%) Oracle
3 4 (9.09%) Microsoft
4 3 (6.82%) Alteryx
4 3 (6.82%) Teradata
5 2 (4.55%) Green Hills
6 1 (2.27%) Cisco
6 1 (2.27%) Dynatrace
6 1 (2.27%) ESRI
6 1 (2.27%) Google
6 1 (2.27%) IBM
6 1 (2.27%) NVIDIA
6 1 (2.27%) SAP
6 1 (2.27%) ServiceNow
6 1 (2.27%) Splunk