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 vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 75 38 53
Rank change year-on-year -37 +15 0
Permanent jobs citing Computer Science 79 296 142
As % of all permanent jobs advertised in Scotland 3.12% 6.78% 5.28%
As % of the Processes & Methodologies category 3.47% 7.89% 5.51%
Number of salaries quoted 23 89 115
10th Percentile £42,750 £27,500 £36,300
25th Percentile £45,000 £36,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £60,000
Median % change year-on-year +4.55% -8.33% +14.29%
75th Percentile £66,875 £81,250 £72,500
90th Percentile £85,700 £91,250 £77,000
UK median annual salary £57,090 £60,000 £65,000
% change year-on-year -4.85% -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 2,276 3,750 2,577
As % of all permanent jobs advertised in Scotland 89.92% 85.83% 95.87%
Number of salaries quoted 999 1,592 2,004
10th Percentile £26,924 £31,250 £25,000
25th Percentile £32,000 £41,688 £37,500
Median annual salary (50th Percentile) £38,000 £55,000 £52,500
Median % change year-on-year -30.91% +4.76% -4.55%
75th Percentile £61,250 £70,000 £70,000
90th Percentile £77,500 £81,950 £82,500
UK median annual salary £55,000 £57,500 £60,000
% change year-on-year -4.35% -4.17% -

Computer Science
Job Vacancy Trend in Scotland

Job postings citing Computer Science as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Computer Science 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 17 September 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 17 September 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 -9 39 £51,250 -24.07% 14
Edinburgh -12 17 £57,500 -13.86% 19
Highlands - 7 - -
Aberdeen +6 5 - - 7
South Ayrshire +14 3 £85,700 +113.71%
Dundee +12 3 - -
Fife - 1 £52,500 - 3
Moray - 1 - -
East Ayrshire - 1 £85,700 -
Computer Science
UK

Computer Science
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (2.53%) SharePoint Server
2 1 (1.27%) Apache Airflow
Applications
1 24 (30.38%) Chatbot
2 1 (1.27%) Microsoft Excel
2 1 (1.27%) MS Visio
Business Applications
1 2 (2.53%) Dynamics CRM
1 2 (2.53%) Dynamics NAV
Cloud Services
1 19 (24.05%) AWS
2 12 (15.19%) Azure
3 10 (12.66%) GitHub
4 6 (7.59%) Dynamics 365
4 6 (7.59%) Power Platform
5 5 (6.33%) Amazon EC2
5 5 (6.33%) AWS Lambda
5 5 (6.33%) SaaS
5 5 (6.33%) Serverless
6 4 (5.06%) Amazon ECS
6 4 (5.06%) Amazon EMR
6 4 (5.06%) Amazon MSK
6 4 (5.06%) Amazon S3
6 4 (5.06%) Azure DevOps
7 3 (3.80%) Microsoft Copilot
8 2 (2.53%) AWS IoT
8 2 (2.53%) Entra ID
8 2 (2.53%) GCP
8 2 (2.53%) Microsoft 365
9 1 (1.27%) Amazon EKS
Communications & Networking
1 2 (2.53%) Bluetooth
1 2 (2.53%) DHCP
1 2 (2.53%) DNS
1 2 (2.53%) Ethernet
1 2 (2.53%) LoRaWAN
1 2 (2.53%) Modbus
1 2 (2.53%) MQTT
2 1 (1.27%) 802.11
2 1 (1.27%) BGP
2 1 (1.27%) Firewall
2 1 (1.27%) HSRP
2 1 (1.27%) IPsec
2 1 (1.27%) OSPF
2 1 (1.27%) SD-WAN
2 1 (1.27%) VPN
2 1 (1.27%) WAN
2 1 (1.27%) Wi-Fi
Database & Business Intelligence
1 9 (11.39%) PostgreSQL
2 8 (10.13%) Amazon Athena
3 4 (5.06%) Amazon RDS
3 4 (5.06%) Electronic Patient Records
3 4 (5.06%) KDB
3 4 (5.06%) Kdb+
3 4 (5.06%) Relational Database
4 3 (3.80%) Oracle BI EE
4 3 (3.80%) Oracle BI Publisher
4 3 (3.80%) Oracle Reports
4 3 (3.80%) SQL Server
4 3 (3.80%) Tableau
5 2 (2.53%) Power BI
6 1 (1.27%) Amazon Aurora
6 1 (1.27%) Big Data
6 1 (1.27%) DynamoDB
Development Applications
1 8 (10.13%) Jenkins
2 6 (7.59%) Git
3 4 (5.06%) Maven
4 3 (3.80%) Visual Studio
General
1 28 (35.44%) Finance
2 22 (27.85%) Law
3 18 (22.78%) Inclusion and Diversity
4 16 (20.25%) Social Skills
5 14 (17.72%) Banking
6 11 (13.92%) Analytical Skills
7 7 (8.86%) Marketing
8 4 (5.06%) Front Office
8 4 (5.06%) Private Banking
9 3 (3.80%) Documentation Skills
9 3 (3.80%) Telecoms
10 2 (2.53%) Agriculture
10 2 (2.53%) Back Office
10 2 (2.53%) Electronics
10 2 (2.53%) Manufacturing
10 2 (2.53%) Public Sector
11 1 (1.27%) Games
11 1 (1.27%) Presentation Skills
Job Titles
1 25 (31.65%) Software Engineer
2 24 (30.38%) Trainer
3 23 (29.11%) Developer
4 14 (17.72%) Lead
5 13 (16.46%) Java Developer
5 13 (16.46%) Java Engineer
5 13 (16.46%) Lead Software Engineer
6 12 (15.19%) Java Software Engineer
6 12 (15.19%) Senior
7 9 (11.39%) Developer/Software Engineer
7 9 (11.39%) Software Developer
8 8 (10.13%) Java Software Developer
8 8 (10.13%) Lead Java Engineer
9 7 (8.86%) Senior Developer
9 7 (8.86%) Senior Java Developer
10 6 (7.59%) Full-Stack Developer
10 6 (7.59%) Full-Stack Java Developer
10 6 (7.59%) React Developer
10 6 (7.59%) Senior Software Engineer
11 5 (6.33%) Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 11 (13.92%) RESTful
1 11 (13.92%) Spring
2 8 (10.13%) Spring Boot
3 6 (7.59%) React
4 5 (6.33%) Kafka
5 4 (5.06%) AngularJS
5 4 (5.06%) HTML
5 4 (5.06%) jQuery
5 4 (5.06%) Middleware
6 3 (3.80%) Hibernate
7 2 (2.53%) XML
8 1 (1.27%) .NET
8 1 (1.27%) 802.1X
8 1 (1.27%) ADO
8 1 (1.27%) Oracle Fusion
8 1 (1.27%) WinForms
Miscellaneous
1 14 (17.72%) Cloud Native
2 4 (5.06%) Algorithms
2 4 (5.06%) Derivative
2 4 (5.06%) Distributed Applications
2 4 (5.06%) Embedded Systems
3 3 (3.80%) Data Structures
3 3 (3.80%) Self-Motivation
3 3 (3.80%) Virtual Team
4 2 (2.53%) ARM Cortex
4 2 (2.53%) IoT
4 2 (2.53%) NHS
5 1 (1.27%) Cyberattack
5 1 (1.27%) Low-Code
5 1 (1.27%) Management Information System
5 1 (1.27%) Mobile App
5 1 (1.27%) Public Cloud
5 1 (1.27%) Security Posture
Operating Systems
1 5 (6.33%) Windows
2 2 (2.53%) Windows Server
2 2 (2.53%) Windows Server 2016
2 2 (2.53%) Windows Server 2019
3 1 (1.27%) Apple iOS
3 1 (1.27%) Linux
3 1 (1.27%) Unix
Processes & Methodologies
1 41 (51.90%) Mathematics
2 33 (41.77%) Artificial Intelligence
3 32 (40.51%) Agile
3 32 (40.51%) Problem-Solving
4 30 (37.97%) Software Engineering
5 24 (30.38%) Conversational UI
5 24 (30.38%) Statistics
6 16 (20.25%) Decision-Making
6 16 (20.25%) SDLC
7 14 (17.72%) Operational Stability
8 13 (16.46%) CI/CD
9 10 (12.66%) DevOps
10 9 (11.39%) Business Intelligence
10 9 (11.39%) Mentoring
10 9 (11.39%) Tech Ops
11 8 (10.13%) Continuous Improvement
11 8 (10.13%) Scrum
12 7 (8.86%) Design Patterns
12 7 (8.86%) Full-Stack Development
13 6 (7.59%) Creative Thinking
Programming Languages
1 20 (25.32%) Java
2 13 (16.46%) Python
3 11 (13.92%) SQL
4 9 (11.39%) C++
5 8 (10.13%) C
6 4 (5.06%) JavaScript
7 3 (3.80%) C#
8 2 (2.53%) Bash
8 2 (2.53%) Objective-C
8 2 (2.53%) PowerShell
9 1 (1.27%) Ada
9 1 (1.27%) Ada 95
9 1 (1.27%) Perl
9 1 (1.27%) Swift
Qualifications
1 63 (79.75%) Degree
2 31 (39.24%) Computer Science Degree
3 26 (32.91%) Master's Degree
4 24 (30.38%) PhD
5 6 (7.59%) BPSS Clearance
5 6 (7.59%) SC Cleared
5 6 (7.59%) Security Cleared
6 5 (6.33%) Chartered Engineer
7 3 (3.80%) Microsoft Certification
8 1 (1.27%) AWS Certification
8 1 (1.27%) Azure Certification
8 1 (1.27%) CCNA
8 1 (1.27%) CCNP
8 1 (1.27%) CEH
8 1 (1.27%) Cisco Certification
8 1 (1.27%) CISM
8 1 (1.27%) CISSP
8 1 (1.27%) CSSLP
Quality Assurance & Compliance
1 5 (6.33%) ISO/IEC 12207
2 3 (3.80%) ISO/IEC 27001
3 2 (2.53%) Data Quality
3 2 (2.53%) ISO 9001
3 2 (2.53%) JTAG
4 1 (1.27%) NIST
4 1 (1.27%) QA
System Software
1 3 (3.80%) Firmware
2 2 (2.53%) Active Directory
2 2 (2.53%) Embedded Firmware
2 2 (2.53%) Hyper-V
Systems Management
1 5 (6.33%) Kubernetes
1 5 (6.33%) Terraform
2 4 (5.06%) Grafana
2 4 (5.06%) Netcool
2 4 (5.06%) Netcool/OMNIbus
2 4 (5.06%) Tivoli
3 2 (2.53%) Microsoft Intune
4 1 (1.27%) Ansible
Vendors
1 24 (30.38%) PayPal
2 12 (15.19%) Oracle
3 10 (12.66%) Microsoft
4 4 (5.06%) Dynatrace
4 4 (5.06%) IBM
4 4 (5.06%) ServiceNow
4 4 (5.06%) Splunk
5 2 (2.53%) Alteryx
5 2 (2.53%) Google
5 2 (2.53%) NVIDIA
5 2 (2.53%) SAP
5 2 (2.53%) Teradata
6 1 (1.27%) Cisco