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 23 October 2025, with comparisons to the same periods in the previous two years.

6 months to
23 Oct 2025
Same period 2024 Same period 2023
Rank 89 40 53
Rank change year-on-year -49 +13 -6
Permanent jobs citing Computer Science 64 149 131
As % of all permanent jobs in Scotland 2.41% 4.49% 5.34%
As % of the Processes & Methodologies category 2.66% 5.32% 5.57%
Number of salaries quoted 16 58 105
10th Percentile £42,500 £27,500 £29,500
25th Percentile £43,625 £36,581 £46,250
Median annual salary (50th Percentile) £53,750 £52,500 £60,000
Median % change year-on-year +2.38% -12.50% +9.09%
75th Percentile £72,988 £79,688 £72,500
90th Percentile £85,700 £91,250 -
UK median annual salary £57,500 £60,000 £65,000
% change year-on-year -4.17% -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 2,409 2,799 2,351
As % of all permanent jobs advertised in Scotland 90.56% 84.31% 95.88%
Number of salaries quoted 1,033 1,331 1,882
10th Percentile £26,250 £31,250 £25,000
25th Percentile £32,000 £40,000 £35,000
Median annual salary (50th Percentile) £38,000 £55,000 £52,500
Median % change year-on-year -30.91% +4.76% -4.55%
75th Percentile £60,000 £70,000 £68,750
90th Percentile £78,790 £82,500 £81,250
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 23 October 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 23 October 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 -11 35 £50,000 -41.18% 14
Edinburgh -21 11 £54,250 -18.73% 25
Highlands - 5 - -
South Ayrshire +10 3 £85,700 +113.71% 4
Dundee +2 3 - -
Aberdeen +6 2 - - 3
East Ayrshire - 2 £85,700 - 3
Moray - 1 - - 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 (1.56%) Apache Airflow
1 1 (1.56%) ArcGIS
1 1 (1.56%) Smallworld
Applications
1 17 (26.56%) Chatbot
2 1 (1.56%) Microsoft Excel
2 1 (1.56%) MS Visio
Business Applications
1 2 (3.13%) Dynamics NAV
2 1 (1.56%) Dynamics CRM
Cloud Services
1 19 (29.69%) AWS
2 10 (15.63%) GitHub
3 5 (7.81%) Amazon EC2
3 5 (7.81%) AWS Lambda
3 5 (7.81%) Azure
3 5 (7.81%) SaaS
3 5 (7.81%) Serverless
4 4 (6.25%) Amazon ECS
4 4 (6.25%) Amazon EMR
4 4 (6.25%) Amazon MSK
4 4 (6.25%) Amazon S3
4 4 (6.25%) Power Platform
5 3 (4.69%) Dynamics 365
6 2 (3.13%) AWS IoT
6 2 (3.13%) GCP
7 1 (1.56%) Amazon EKS
7 1 (1.56%) Amazon SageMaker
7 1 (1.56%) Azure DevOps
7 1 (1.56%) Microsoft Copilot
7 1 (1.56%) Snowflake
Communications & Networking
1 2 (3.13%) Bluetooth
1 2 (3.13%) Ethernet
1 2 (3.13%) LoRaWAN
1 2 (3.13%) Modbus
1 2 (3.13%) MQTT
2 1 (1.56%) 802.11
2 1 (1.56%) BGP
2 1 (1.56%) Firewall
2 1 (1.56%) HSRP
2 1 (1.56%) IPsec
2 1 (1.56%) OSPF
2 1 (1.56%) SD-WAN
2 1 (1.56%) VPN
2 1 (1.56%) WAN
2 1 (1.56%) Wi-Fi
Database & Business Intelligence
1 9 (14.06%) PostgreSQL
2 8 (12.50%) Amazon Athena
3 4 (6.25%) Amazon RDS
3 4 (6.25%) Electronic Patient Records
3 4 (6.25%) KDB
3 4 (6.25%) Kdb+
3 4 (6.25%) Oracle BI EE
3 4 (6.25%) Oracle BI Publisher
3 4 (6.25%) Oracle Reports
3 4 (6.25%) Relational Database
3 4 (6.25%) Tableau
4 3 (4.69%) Power BI
4 3 (4.69%) SQL Server
5 1 (1.56%) Amazon Aurora
5 1 (1.56%) Big Data
5 1 (1.56%) DynamoDB
5 1 (1.56%) GIS
Development Applications
1 8 (12.50%) Jenkins
2 6 (9.38%) Git
3 4 (6.25%) Maven
General
1 25 (39.06%) Finance
2 19 (29.69%) Law
3 18 (28.13%) Inclusion and Diversity
4 14 (21.88%) Banking
5 12 (18.75%) Social Skills
6 11 (17.19%) Analytical Skills
7 7 (10.94%) Marketing
8 4 (6.25%) Front Office
8 4 (6.25%) Private Banking
9 3 (4.69%) Documentation Skills
10 2 (3.13%) Agriculture
10 2 (3.13%) Back Office
10 2 (3.13%) Electronics
10 2 (3.13%) Manufacturing
10 2 (3.13%) Public Sector
10 2 (3.13%) Telecoms
11 1 (1.56%) Games
11 1 (1.56%) Presentation Skills
Job Titles
1 23 (35.94%) Developer
2 22 (34.38%) Software Engineer
3 17 (26.56%) Trainer
4 14 (21.88%) Lead
5 13 (20.31%) Java Engineer
5 13 (20.31%) Lead Software Engineer
6 12 (18.75%) Java Software Engineer
7 10 (15.63%) Java Developer
8 9 (14.06%) Developer/Software Engineer
8 9 (14.06%) Software Developer
9 8 (12.50%) Java Software Developer
9 8 (12.50%) Lead Java Engineer
10 7 (10.94%) Senior
11 6 (9.38%) Full-Stack Developer
11 6 (9.38%) Full-Stack Java Developer
11 6 (9.38%) React Developer
12 5 (7.81%) Architect
12 5 (7.81%) Full-Stack Engineer
12 5 (7.81%) Senior Software Engineer
12 5 (7.81%) Software Architect
Libraries, Frameworks & Software Standards
1 11 (17.19%) RESTful
1 11 (17.19%) Spring
2 8 (12.50%) Spring Boot
3 6 (9.38%) React
4 5 (7.81%) Kafka
4 5 (7.81%) Middleware
5 4 (6.25%) AngularJS
5 4 (6.25%) HTML
5 4 (6.25%) jQuery
6 3 (4.69%) Hibernate
7 2 (3.13%) Oracle Fusion
7 2 (3.13%) XML
8 1 (1.56%) .NET
8 1 (1.56%) 802.1X
8 1 (1.56%) ADO
8 1 (1.56%) WinForms
Miscellaneous
1 14 (21.88%) Cloud Native
2 4 (6.25%) Algorithms
2 4 (6.25%) Data Structures
2 4 (6.25%) Derivative
2 4 (6.25%) Distributed Applications
3 3 (4.69%) Embedded Systems
4 2 (3.13%) ARM Cortex
4 2 (3.13%) IoT
4 2 (3.13%) NHS
5 1 (1.56%) Cyberattack
5 1 (1.56%) Management Information System
5 1 (1.56%) Mobile App
5 1 (1.56%) Public Cloud
5 1 (1.56%) Security Posture
Operating Systems
1 1 (1.56%) Apple iOS
Processes & Methodologies
1 33 (51.56%) Mathematics
2 28 (43.75%) Agile
2 28 (43.75%) Problem-Solving
2 28 (43.75%) Software Engineering
3 27 (42.19%) AI
4 18 (28.13%) SDLC
5 17 (26.56%) Conversational UI
5 17 (26.56%) Statistics
6 16 (25.00%) Decision-Making
7 14 (21.88%) Operational Stability
8 11 (17.19%) Business Intelligence
9 10 (15.63%) CI/CD
10 9 (14.06%) Mentoring
10 9 (14.06%) Tech Ops
11 8 (12.50%) Analytics
11 8 (12.50%) Continuous Improvement
11 8 (12.50%) Design Patterns
11 8 (12.50%) DevOps
12 7 (10.94%) Configuration Management
12 7 (10.94%) Full-Stack Development
Programming Languages
1 18 (28.13%) Java
2 13 (20.31%) SQL
3 12 (18.75%) Python
4 5 (7.81%) C
5 4 (6.25%) JavaScript
6 3 (4.69%) C#
6 3 (4.69%) C++
7 2 (3.13%) Bash
8 1 (1.56%) Ada
8 1 (1.56%) Ada 95
8 1 (1.56%) Magik
8 1 (1.56%) Objective-C
8 1 (1.56%) Swift
Qualifications
1 48 (75.00%) Degree
2 24 (37.50%) Computer Science Degree
3 19 (29.69%) Master's Degree
4 17 (26.56%) PhD
5 6 (9.38%) BPSS Clearance
5 6 (9.38%) Chartered Engineer
6 2 (3.13%) SC Cleared
6 2 (3.13%) Security Cleared
7 1 (1.56%) AWS Certification
7 1 (1.56%) CCNA
7 1 (1.56%) CCNP
7 1 (1.56%) CEH
7 1 (1.56%) Cisco Certification
7 1 (1.56%) CISM
7 1 (1.56%) CISSP
7 1 (1.56%) CSSLP
7 1 (1.56%) Microsoft Certification
Quality Assurance & Compliance
1 6 (9.38%) ISO/IEC 12207
2 3 (4.69%) ISO/IEC 27001
3 2 (3.13%) Data Quality
3 2 (3.13%) ISO 9001
3 2 (3.13%) JTAG
4 1 (1.56%) NIST
4 1 (1.56%) QA
System Software
1 3 (4.69%) Firmware
2 2 (3.13%) Embedded Firmware
Systems Management
1 5 (7.81%) Kubernetes
1 5 (7.81%) Terraform
2 4 (6.25%) Grafana
2 4 (6.25%) Netcool
2 4 (6.25%) Netcool/OMNIbus
2 4 (6.25%) Tivoli
3 1 (1.56%) Ansible
Vendors
1 17 (26.56%) PayPal
2 14 (21.88%) Oracle
3 5 (7.81%) Microsoft
4 4 (6.25%) Dynatrace
4 4 (6.25%) IBM
4 4 (6.25%) ServiceNow
4 4 (6.25%) Splunk
5 3 (4.69%) Alteryx
5 3 (4.69%) Teradata
6 2 (3.13%) Google
6 2 (3.13%) NVIDIA
6 2 (3.13%) SAP
7 1 (1.56%) Cisco
7 1 (1.56%) ESRI