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

6 months to
17 Nov 2025
Same period 2024 Same period 2023
Rank 17 3 13
Rank change year-on-year -14 +10 -7
Permanent jobs citing Software Engineering 306 526 308
As % of all permanent jobs in Scotland 11.16% 16.06% 12.91%
As % of the Processes & Methodologies category 12.81% 18.83% 13.49%
Number of salaries quoted 80 337 250
10th Percentile £39,827 £38,250 £34,875
25th Percentile £48,000 £45,000 £46,250
Median annual salary (50th Percentile) £64,750 £60,000 £60,000
Median % change year-on-year +7.92% - -2.37%
75th Percentile £82,500 £75,000 £76,250
90th Percentile £90,000 £86,152 £90,193
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 2,388 2,794 2,284
As % of all permanent jobs advertised in Scotland 87.12% 85.29% 95.77%
Number of salaries quoted 1,149 1,301 1,797
10th Percentile £26,450 £31,250 £25,000
25th Percentile £31,750 £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 £61,250 £70,000 £68,750
90th Percentile £80,000 £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 17 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 17 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 +5 204 £75,000 +20.00% 45
Edinburgh -24 80 £61,250 -5.77% 78
West Lothian -10 6 £58,750 +2.17% 8
South Ayrshire +12 5 £55,498 -4.37%
North Lanarkshire -9 2 £80,000 +39.13% 4
Aberdeen -10 2 £62,500 +25.00% 9
Banffshire - 2 £30,000 - 4
South Lanarkshire - 2 - -
Dundee +1 1 £65,000 -
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 (8.17%) Apache Spark
2 13 (4.25%) Apache
3 8 (2.61%) Camunda
3 8 (2.61%) Oracle Workflow
4 4 (1.31%) Apache Airflow
4 4 (1.31%) Cloud Foundry
4 4 (1.31%) Smallworld
4 4 (1.31%) Tomcat
5 1 (0.33%) ArcGIS
5 1 (0.33%) WinCC
Cloud Services
1 100 (32.68%) AWS
2 54 (17.65%) Azure
3 24 (7.84%) GitHub
4 19 (6.21%) GCP
5 17 (5.56%) Azure DevOps
6 15 (4.90%) Serverless
7 14 (4.58%) Amazon S3
8 10 (3.27%) AWS Lambda
8 10 (3.27%) GitHub Copilot
9 9 (2.94%) Snowflake
10 8 (2.61%) Amazon ECS
11 7 (2.29%) GitHub Actions
11 7 (2.29%) npm
11 7 (2.29%) SaaS
11 7 (2.29%) Yarn
12 6 (1.96%) Amazon EC2
12 6 (1.96%) Amazon EKS
13 5 (1.63%) Azure Data Factory
13 5 (1.63%) Power Automate
13 5 (1.63%) Power Platform
Communications & Networking
1 14 (4.58%) RS-232
2 13 (4.25%) Bluetooth
3 12 (3.92%) Wireless
4 3 (0.98%) Ethernet
5 1 (0.33%) Internet
5 1 (0.33%) LoRaWAN
5 1 (0.33%) Modbus
5 1 (0.33%) MQTT
Database & Business Intelligence
1 25 (8.17%) Big Data
1 25 (8.17%) NoSQL
2 17 (5.56%) Amazon Athena
3 16 (5.23%) Relational Database
4 15 (4.90%) Apache Cassandra
5 13 (4.25%) Elasticsearch
6 12 (3.92%) KDB
6 12 (3.92%) Kdb+
7 11 (3.59%) PostgreSQL
8 10 (3.27%) MongoDB
9 9 (2.94%) Amazon Redshift
9 9 (2.94%) Apache Hive
9 9 (2.94%) Apache Iceberg
9 9 (2.94%) Oracle Database
10 8 (2.61%) Hadoop
10 8 (2.61%) RDBMS
10 8 (2.61%) SQL Server
11 6 (1.96%) DynamoDB
12 5 (1.63%) Amazon RDS
12 5 (1.63%) Power BI
Development Applications
1 18 (5.88%) Git
1 18 (5.88%) Jenkins
2 14 (4.58%) JUnit
2 14 (4.58%) Maven
3 9 (2.94%) JIRA
4 8 (2.61%) webpack
5 7 (2.29%) Cypress.io
5 7 (2.29%) Vite
6 5 (1.63%) Gradle
7 4 (1.31%) Storybook
7 4 (1.31%) Subversion
8 2 (0.65%) Rational DOORS
8 2 (0.65%) Rational Rhapsody
8 2 (0.65%) Rational Statemate
8 2 (0.65%) Visual Studio
9 1 (0.33%) Jasmine
9 1 (0.33%) Karma Test Runner
9 1 (0.33%) Protractor
9 1 (0.33%) Selenium
9 1 (0.33%) WebDriver
General
1 216 (70.59%) Finance
2 186 (60.78%) Inclusion and Diversity
2 186 (60.78%) Law
3 101 (33.01%) Banking
4 82 (26.80%) Marketing
5 41 (13.40%) Social Skills
6 27 (8.82%) Analytical Skills
7 18 (5.88%) Legal
8 16 (5.23%) Investment Banking
9 13 (4.25%) Electronics
10 8 (2.61%) Games
10 8 (2.61%) Private Banking
11 6 (1.96%) Organisational Skills
12 5 (1.63%) Military
12 5 (1.63%) Tech for Good
13 4 (1.31%) Avionics
13 4 (1.31%) Front Office
13 4 (1.31%) Publishing
14 2 (0.65%) Financial Institution
14 2 (0.65%) Public Sector
Job Titles
1 260 (84.97%) Software Engineer
2 107 (34.97%) Java Engineer
3 106 (34.64%) Java Software Engineer
4 71 (23.20%) Lead
5 63 (20.59%) Lead Software Engineer
6 53 (17.32%) Full-Stack Engineer
7 52 (16.99%) Full-Stack Software Engineer
8 49 (16.01%) Senior
9 44 (14.38%) Senior Software Engineer
10 33 (10.78%) Python Engineer
10 33 (10.78%) Python Software Engineer
11 27 (8.82%) Lead Java Engineer
12 26 (8.50%) Developer
13 24 (7.84%) Embedded Engineer
13 24 (7.84%) Embedded Software Engineer
14 20 (6.54%) AWS Engineer
14 20 (6.54%) AWS Software Engineer
15 16 (5.23%) Software Developer
16 15 (4.90%) Java Developer
17 14 (4.58%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 97 (31.70%) Spring
2 85 (27.78%) React
3 65 (21.24%) Kafka
4 61 (19.93%) Spring Boot
5 39 (12.75%) AngularJS
6 33 (10.78%) RESTful
7 26 (8.50%) REST
8 18 (5.88%) .NET
9 15 (4.90%) HTML
10 14 (4.58%) PySpark
11 13 (4.25%) OpenAPI
11 13 (4.25%) Swagger
11 13 (4.25%) Web Services
12 12 (3.92%) CSS
12 12 (3.92%) Hibernate
13 11 (3.59%) OAuth
14 9 (2.94%) .NET Core
14 9 (2.94%) JPA
14 9 (2.94%) Pandas
15 8 (2.61%) Blazor
Miscellaneous
1 74 (24.18%) Algorithms
2 63 (20.59%) Cloud Native
3 13 (4.25%) Distributed Systems
4 12 (3.92%) Public Cloud
5 11 (3.59%) Reference Data
6 8 (2.61%) Derivative
6 8 (2.61%) Fixed Income
7 6 (1.96%) Self-Motivation
8 5 (1.63%) Legacy Systems
8 5 (1.63%) Low-Code
9 4 (1.31%) Credit Risk
9 4 (1.31%) Distributed Applications
9 4 (1.31%) Enterprise Software
9 4 (1.31%) Equities
9 4 (1.31%) Foreign Exchange (FX)
9 4 (1.31%) Onboarding
10 3 (0.98%) Virtual Team
11 2 (0.65%) Data Structures
11 2 (0.65%) Device Driver
11 2 (0.65%) SWIFT Messaging Network
Operating Systems
1 11 (3.59%) Linux
2 5 (1.63%) Embedded Linux
2 5 (1.63%) Unix
3 4 (1.31%) Red Hat Enterprise Linux
3 4 (1.31%) Ubuntu
3 4 (1.31%) Windows
4 3 (0.98%) Apple iOS
5 1 (0.33%) Android
Processes & Methodologies
1 215 (70.26%) Agile
2 167 (54.58%) CI/CD
3 161 (52.61%) SDLC
4 154 (50.33%) Operational Stability
5 118 (38.56%) AI
6 106 (34.64%) Machine Learning
7 104 (33.99%) Community of Practice
8 82 (26.80%) Visualisation
9 76 (24.84%) Continuous Improvement
10 63 (20.59%) Problem-Solving
11 62 (20.26%) Full-Stack Development
12 52 (16.99%) Decision-Making
13 33 (10.78%) DevOps
14 32 (10.46%) Architectural Design
14 32 (10.46%) Information Architecture
15 30 (9.80%) Microservices
16 26 (8.50%) Computer Science
16 26 (8.50%) Test Automation
17 25 (8.17%) Risk Management
18 24 (7.84%) TDD
Programming Languages
1 167 (54.58%) Java
2 80 (26.14%) SQL
3 69 (22.55%) Python
4 32 (10.46%) C#
4 32 (10.46%) TypeScript
5 31 (10.13%) JavaScript
6 23 (7.52%) C
7 22 (7.19%) C++
8 9 (2.94%) PowerShell
9 8 (2.61%) Go
9 8 (2.61%) PL/SQL
10 6 (1.96%) Ada
11 5 (1.63%) Scala
12 4 (1.31%) T-SQL
13 2 (0.65%) Embedded C
13 2 (0.65%) Swift
14 1 (0.33%) Ada 95
14 1 (0.33%) Kotlin
14 1 (0.33%) MATLAB
14 1 (0.33%) PHP
Qualifications
1 15 (4.90%) Degree
2 8 (2.61%) Computer Science Degree
3 6 (1.96%) BPSS Clearance
4 4 (1.31%) Azure Certification
5 1 (0.33%) AWS Certification
5 1 (0.33%) Chartered Engineer
5 1 (0.33%) Master's Degree
5 1 (0.33%) SC Cleared
5 1 (0.33%) Security Cleared
Quality Assurance & Compliance
1 8 (2.61%) Data Quality
2 4 (1.31%) Accessibility
2 4 (1.31%) WCAG
3 3 (0.98%) NCSC
3 3 (0.98%) NIST
4 2 (0.65%) ISO 20022
4 2 (0.65%) QA
4 2 (0.65%) SEPA
5 1 (0.33%) IEC 61131
5 1 (0.33%) ISO/IEC 12207
5 1 (0.33%) JTAG
System Software
1 26 (8.50%) Docker
2 15 (4.90%) Firmware
3 5 (1.63%) HDFS
4 3 (0.98%) Embedded Firmware
5 1 (0.33%) Virtual Machines
Systems Management
1 62 (20.26%) Kubernetes
2 28 (9.15%) Terraform
3 14 (4.58%) Grafana
4 4 (1.31%) Ansible
4 4 (1.31%) ITRS Geneos
4 4 (1.31%) Netcool
4 4 (1.31%) Netcool/OMNIbus
4 4 (1.31%) Prometheus
4 4 (1.31%) Tivoli
Vendors
1 47 (15.36%) Oracle
2 22 (7.19%) Splunk
3 17 (5.56%) Dynatrace
4 14 (4.58%) Databricks
5 11 (3.59%) Microsoft
6 8 (2.61%) ServiceNow
7 7 (2.29%) Google
8 6 (1.96%) Facebook
9 5 (1.63%) Cloudera
10 4 (1.31%) IBM
10 4 (1.31%) Red Hat
11 3 (0.98%) Murex
12 2 (0.65%) Avaloq
12 2 (0.65%) Green Hills
13 1 (0.33%) ESRI
13 1 (0.33%) Remedy
13 1 (0.33%) Rockwell
13 1 (0.33%) SAP
13 1 (0.33%) Siemens
13 1 (0.33%) Sybase