Software Engineering Job Trends in Scotland

Software Engineering
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Software Engineering 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 13 3 13
Rank change year-on-year -10 +10 -7
Permanent jobs citing Software Engineering 314 530 309
As % of all permanent jobs in Scotland 11.57% 16.17% 13.09%
As % of the Processes & Methodologies category 13.40% 18.94% 13.67%
Number of salaries quoted 83 341 249
10th Percentile £38,615 £38,750 £34,750
25th Percentile £48,000 £45,000 £46,250
Median annual salary (50th Percentile) £65,000 £60,000 £60,000
Median % change year-on-year +8.33% - -1.93%
75th Percentile £82,500 £75,000 £76,250
90th Percentile £90,000 £85,253 £91,934
UK median annual salary £75,000 £67,500 £70,000
% change year-on-year +11.11% -3.57% -

All Process and Methodology Skills
Scotland

Software Engineering 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% - -

Software Engineering
Job Vacancy Trend in Scotland

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

Software Engineering job vacancy trend in Scotland

Software Engineering
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Software Engineering.

Salary distribution trend for jobs in Scotland citing Software Engineering

Software Engineering
Salary Histogram in Scotland

Salary distribution for jobs citing Software Engineering in Scotland over the 6 months to 20 November 2025.

Salary histogram for Software Engineering in Scotland

Software Engineering
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Software Engineering 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 +5 206 £74,000 +23.33% 41
Edinburgh -24 84 £61,250 -5.77% 74
West Lothian -9 8 £65,000 +18.18% 8
South Ayrshire +12 5 £55,498 -4.37%
Aberdeen -10 2 £62,500 +25.00% 9
North Lanarkshire -11 2 £80,000 +39.13% 4
South Lanarkshire - 2 - -
Banffshire - 2 £30,000 - 4
Dundee +1 1 £65,000 - 5
Scottish Borders - 1 £39,594 -
Software Engineering
UK

Software Engineering
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 25 (7.96%) Apache Spark
2 13 (4.14%) Apache
3 8 (2.55%) Camunda
3 8 (2.55%) Oracle Workflow
4 4 (1.27%) Apache Airflow
4 4 (1.27%) Cloud Foundry
4 4 (1.27%) Smallworld
4 4 (1.27%) Tomcat
5 1 (0.32%) ArcGIS
5 1 (0.32%) WinCC
Cloud Services
1 103 (32.80%) AWS
2 55 (17.52%) Azure
3 24 (7.64%) GitHub
4 20 (6.37%) GCP
5 17 (5.41%) Azure DevOps
6 16 (5.10%) Serverless
7 15 (4.78%) Amazon S3
8 11 (3.50%) AWS Lambda
9 10 (3.18%) GitHub Copilot
10 9 (2.87%) Amazon ECS
10 9 (2.87%) Snowflake
11 8 (2.55%) SaaS
12 7 (2.23%) GitHub Actions
12 7 (2.23%) npm
12 7 (2.23%) Yarn
13 6 (1.91%) Amazon EC2
13 6 (1.91%) Amazon EKS
14 5 (1.59%) Azure Key Vault
14 5 (1.59%) Cloud Computing
14 5 (1.59%) dbt
Communications & Networking
1 16 (5.10%) RS-232
2 14 (4.46%) Bluetooth
3 13 (4.14%) Wireless
4 4 (1.27%) Ethernet
5 1 (0.32%) Internet
5 1 (0.32%) LoRaWAN
5 1 (0.32%) Modbus
5 1 (0.32%) MQTT
Database & Business Intelligence
1 25 (7.96%) Big Data
1 25 (7.96%) NoSQL
2 17 (5.41%) Amazon Athena
3 16 (5.10%) Relational Database
4 15 (4.78%) Apache Cassandra
5 14 (4.46%) Elasticsearch
6 12 (3.82%) KDB
6 12 (3.82%) Kdb+
6 12 (3.82%) PostgreSQL
7 10 (3.18%) Amazon Redshift
7 10 (3.18%) MongoDB
8 9 (2.87%) Apache Hive
8 9 (2.87%) Apache Iceberg
8 9 (2.87%) Oracle Database
9 8 (2.55%) Hadoop
9 8 (2.55%) RDBMS
9 8 (2.55%) SQL Server
10 7 (2.23%) DynamoDB
11 5 (1.59%) Amazon RDS
11 5 (1.59%) HBase
Development Applications
1 18 (5.73%) Git
1 18 (5.73%) Jenkins
2 14 (4.46%) JUnit
2 14 (4.46%) Maven
3 9 (2.87%) JIRA
4 8 (2.55%) webpack
5 7 (2.23%) Cypress.io
5 7 (2.23%) Vite
6 5 (1.59%) Gradle
7 4 (1.27%) Storybook
7 4 (1.27%) Subversion
8 2 (0.64%) Rational DOORS
8 2 (0.64%) Rational Rhapsody
8 2 (0.64%) Rational Statemate
8 2 (0.64%) Visual Studio
9 1 (0.32%) Ant
9 1 (0.32%) IntelliJ
9 1 (0.32%) Jasmine
9 1 (0.32%) Selenium
9 1 (0.32%) WebDriver
General
1 216 (68.79%) Finance
2 186 (59.24%) Inclusion and Diversity
2 186 (59.24%) Law
3 101 (32.17%) Banking
4 82 (26.11%) Marketing
5 42 (13.38%) Social Skills
6 27 (8.60%) Analytical Skills
7 18 (5.73%) Legal
8 16 (5.10%) Investment Banking
9 14 (4.46%) Electronics
10 10 (3.18%) Games
11 8 (2.55%) Private Banking
12 6 (1.91%) Organisational Skills
13 5 (1.59%) Military
13 5 (1.59%) Tech for Good
14 4 (1.27%) Avionics
14 4 (1.27%) Front Office
14 4 (1.27%) Publishing
15 2 (0.64%) Influencing Skills
15 2 (0.64%) Public Sector
Job Titles
1 266 (84.71%) Software Engineer
2 107 (34.08%) Java Engineer
3 106 (33.76%) Java Software Engineer
4 72 (22.93%) Lead
5 63 (20.06%) Lead Software Engineer
6 53 (16.88%) Full-Stack Engineer
6 53 (16.88%) Senior
7 52 (16.56%) Full-Stack Software Engineer
8 48 (15.29%) Senior Software Engineer
9 33 (10.51%) Python Engineer
9 33 (10.51%) Python Software Engineer
10 27 (8.60%) Developer
10 27 (8.60%) Embedded Engineer
10 27 (8.60%) Embedded Software Engineer
10 27 (8.60%) Lead Java Engineer
11 20 (6.37%) AWS Engineer
11 20 (6.37%) AWS Software Engineer
12 16 (5.10%) Software Developer
13 15 (4.78%) Java Developer
14 14 (4.46%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 97 (30.89%) Spring
2 88 (28.03%) React
3 65 (20.70%) Kafka
4 61 (19.43%) Spring Boot
5 40 (12.74%) AngularJS
6 33 (10.51%) RESTful
7 26 (8.28%) REST
8 19 (6.05%) .NET
9 15 (4.78%) HTML
10 14 (4.46%) PySpark
11 13 (4.14%) OpenAPI
11 13 (4.14%) Swagger
11 13 (4.14%) Web Services
12 12 (3.82%) CSS
12 12 (3.82%) Hibernate
13 11 (3.50%) OAuth
14 9 (2.87%) .NET Core
14 9 (2.87%) JPA
14 9 (2.87%) Pandas
15 8 (2.55%) Blazor
Miscellaneous
1 74 (23.57%) Algorithms
2 63 (20.06%) Cloud Native
3 14 (4.46%) Distributed Systems
4 12 (3.82%) Public Cloud
5 11 (3.50%) Reference Data
6 8 (2.55%) Derivative
6 8 (2.55%) Fixed Income
7 5 (1.59%) Legacy Systems
7 5 (1.59%) Low-Code
7 5 (1.59%) Self-Motivation
8 4 (1.27%) Credit Risk
8 4 (1.27%) Distributed Applications
8 4 (1.27%) Enterprise Software
8 4 (1.27%) Equities
8 4 (1.27%) Foreign Exchange (FX)
8 4 (1.27%) Onboarding
9 3 (0.96%) Device Driver
9 3 (0.96%) Virtual Team
10 2 (0.64%) Data Structures
10 2 (0.64%) SWIFT Messaging Network
Operating Systems
1 11 (3.50%) Linux
2 6 (1.91%) Embedded Linux
3 5 (1.59%) Unix
4 4 (1.27%) Apple iOS
4 4 (1.27%) Red Hat Enterprise Linux
4 4 (1.27%) Ubuntu
4 4 (1.27%) Windows
5 2 (0.64%) Android
Processes & Methodologies
1 219 (69.75%) Agile
2 169 (53.82%) CI/CD
3 162 (51.59%) SDLC
4 154 (49.04%) Operational Stability
5 119 (37.90%) AI
6 107 (34.08%) Machine Learning
7 104 (33.12%) Community of Practice
8 82 (26.11%) Visualisation
9 76 (24.20%) Continuous Improvement
10 63 (20.06%) Full-Stack Development
10 63 (20.06%) Problem-Solving
11 52 (16.56%) Decision-Making
12 35 (11.15%) DevOps
13 32 (10.19%) Architectural Design
13 32 (10.19%) Information Architecture
13 32 (10.19%) Microservices
14 27 (8.60%) Test Automation
15 26 (8.28%) Computer Science
15 26 (8.28%) Mentoring
16 25 (7.96%) Risk Management
Programming Languages
1 168 (53.50%) Java
2 81 (25.80%) SQL
3 71 (22.61%) Python
4 34 (10.83%) C#
4 34 (10.83%) TypeScript
5 31 (9.87%) JavaScript
6 25 (7.96%) C
7 24 (7.64%) C++
8 9 (2.87%) PowerShell
9 8 (2.55%) Go
9 8 (2.55%) PL/SQL
10 6 (1.91%) Ada
11 5 (1.59%) Scala
12 4 (1.27%) T-SQL
13 3 (0.96%) Embedded C
13 3 (0.96%) Swift
14 2 (0.64%) Kotlin
15 1 (0.32%) Ada 95
15 1 (0.32%) Bicep
15 1 (0.32%) MATLAB
Qualifications
1 15 (4.78%) Degree
2 8 (2.55%) Computer Science Degree
3 6 (1.91%) BPSS Clearance
4 4 (1.27%) Azure Certification
5 1 (0.32%) AWS Certification
5 1 (0.32%) Chartered Engineer
5 1 (0.32%) Master's Degree
5 1 (0.32%) SC Cleared
5 1 (0.32%) Security Cleared
Quality Assurance & Compliance
1 8 (2.55%) Data Quality
2 4 (1.27%) Accessibility
2 4 (1.27%) WCAG
3 3 (0.96%) NCSC
3 3 (0.96%) NIST
4 2 (0.64%) ISO 20022
4 2 (0.64%) QA
4 2 (0.64%) SEPA
5 1 (0.32%) IEC 61131
5 1 (0.32%) ISO/IEC 12207
5 1 (0.32%) JTAG
System Software
1 26 (8.28%) Docker
2 16 (5.10%) Firmware
3 5 (1.59%) HDFS
4 3 (0.96%) Embedded Firmware
5 1 (0.32%) Virtual Machines
Systems Management
1 63 (20.06%) Kubernetes
2 28 (8.92%) Terraform
3 14 (4.46%) Grafana
4 4 (1.27%) Ansible
4 4 (1.27%) ITRS Geneos
4 4 (1.27%) Netcool
4 4 (1.27%) Netcool/OMNIbus
4 4 (1.27%) Prometheus
4 4 (1.27%) Tivoli
Vendors
1 47 (14.97%) Oracle
2 22 (7.01%) Splunk
3 17 (5.41%) Dynatrace
4 14 (4.46%) Databricks
5 11 (3.50%) Microsoft
6 8 (2.55%) ServiceNow
7 7 (2.23%) Google
8 6 (1.91%) Facebook
9 5 (1.59%) Cloudera
10 4 (1.27%) IBM
10 4 (1.27%) Red Hat
11 3 (0.96%) Murex
12 2 (0.64%) Avaloq
12 2 (0.64%) Green Hills
13 1 (0.32%) ESRI
13 1 (0.32%) NVIDIA
13 1 (0.32%) Remedy
13 1 (0.32%) SAP
13 1 (0.32%) Siemens
13 1 (0.32%) Sybase