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

6 months to
13 Nov 2025
Same period 2024 Same period 2023
Rank 17 3 11
Rank change year-on-year -14 +8 -5
Permanent jobs citing Software Engineering 301 522 301
As % of all permanent jobs in Scotland 10.99% 15.96% 12.79%
As % of the Processes & Methodologies category 12.46% 18.83% 13.37%
Number of salaries quoted 77 336 245
10th Percentile £40,000 £38,125 £34,250
25th Percentile £48,000 £45,000 £46,250
Median annual salary (50th Percentile) £64,500 £60,000 £60,000
Median % change year-on-year +7.50% - -2.15%
75th Percentile £82,500 £75,000 £75,000
90th Percentile £90,000 £83,125 £85,000
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 2,415 2,772 2,251
As % of all permanent jobs advertised in Scotland 88.17% 84.77% 95.67%
Number of salaries quoted 1,155 1,292 1,771
10th Percentile £26,250 £31,250 £25,000
25th Percentile £31,750 £40,000 £34,750
Median annual salary (50th Percentile) £38,000 £55,000 £52,500
Median % change year-on-year -30.91% +4.76% -4.55%
75th Percentile £61,000 £70,000 £69,275
90th Percentile £79,900 £82,500 £82,548
UK median annual salary £54,537 £60,000 £60,000
% change year-on-year -9.11% - -

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 13 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 13 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 +5 205 £75,000 +20.00% 32
Edinburgh -28 76 £60,000 -7.69% 66
West Lothian -11 6 £58,750 -2.08% 8
South Ayrshire +12 5 £55,498 -4.37%
Aberdeen -11 2 £62,500 +25.00% 8
South Lanarkshire - 2 - -
Dundee +3 1 £65,000 -
North Lanarkshire -9 1 £80,000 +39.13% 4
Banffshire - 1 £30,000 - 4
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 (8.31%) Apache Spark
2 13 (4.32%) Apache
3 8 (2.66%) Camunda
3 8 (2.66%) Oracle Workflow
4 5 (1.66%) Apache Airflow
5 4 (1.33%) Cloud Foundry
5 4 (1.33%) Tomcat
6 3 (1.00%) Smallworld
7 1 (0.33%) ArcGIS
7 1 (0.33%) WinCC
Applications
1 1 (0.33%) Chatbot
Cloud Services
1 103 (34.22%) AWS
2 53 (17.61%) Azure
3 23 (7.64%) GitHub
4 22 (7.31%) GCP
5 15 (4.98%) Azure DevOps
6 14 (4.65%) Amazon S3
6 14 (4.65%) Serverless
7 10 (3.32%) AWS Lambda
8 9 (2.99%) GitHub Copilot
8 9 (2.99%) Snowflake
9 8 (2.66%) Amazon ECS
9 8 (2.66%) SaaS
10 7 (2.33%) GitHub Actions
10 7 (2.33%) npm
10 7 (2.33%) Yarn
11 6 (1.99%) Amazon EC2
11 6 (1.99%) Amazon EKS
12 5 (1.66%) ChatGPT
12 5 (1.66%) Cloud Computing
12 5 (1.66%) Microsoft 365
Communications & Networking
1 14 (4.65%) RS-232
2 13 (4.32%) Bluetooth
3 12 (3.99%) Wireless
4 3 (1.00%) 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 26 (8.64%) Big Data
2 25 (8.31%) NoSQL
3 17 (5.65%) Amazon Athena
4 16 (5.32%) Relational Database
5 15 (4.98%) Apache Cassandra
6 14 (4.65%) Elasticsearch
7 12 (3.99%) KDB
7 12 (3.99%) Kdb+
8 11 (3.65%) PostgreSQL
9 10 (3.32%) MongoDB
10 9 (2.99%) Amazon Redshift
10 9 (2.99%) Apache Hive
10 9 (2.99%) Apache Iceberg
10 9 (2.99%) Oracle Database
11 8 (2.66%) Hadoop
11 8 (2.66%) RDBMS
11 8 (2.66%) SQL Server
12 6 (1.99%) DynamoDB
13 5 (1.66%) Amazon RDS
13 5 (1.66%) Parquet
Development Applications
1 18 (5.98%) Git
1 18 (5.98%) Jenkins
2 14 (4.65%) JUnit
2 14 (4.65%) Maven
3 9 (2.99%) JIRA
4 8 (2.66%) webpack
5 7 (2.33%) Cypress.io
5 7 (2.33%) Vite
6 5 (1.66%) Gradle
7 4 (1.33%) Subversion
8 3 (1.00%) Storybook
9 2 (0.66%) Rational DOORS
9 2 (0.66%) Rational Rhapsody
9 2 (0.66%) Rational Statemate
9 2 (0.66%) Visual Studio
10 1 (0.33%) Ant
10 1 (0.33%) IntelliJ
10 1 (0.33%) Jasmine
10 1 (0.33%) Selenium
10 1 (0.33%) WebDriver
General
1 213 (70.76%) Finance
2 186 (61.79%) Inclusion and Diversity
2 186 (61.79%) Law
3 101 (33.55%) Banking
4 81 (26.91%) Marketing
5 40 (13.29%) Social Skills
6 26 (8.64%) Analytical Skills
7 18 (5.98%) Legal
8 16 (5.32%) Investment Banking
9 13 (4.32%) Electronics
10 9 (2.99%) Games
11 8 (2.66%) Private Banking
12 6 (1.99%) Organisational Skills
13 5 (1.66%) Military
14 4 (1.33%) Avionics
14 4 (1.33%) Front Office
14 4 (1.33%) Publishing
14 4 (1.33%) Tech for Good
15 2 (0.66%) Financial Institution
15 2 (0.66%) Public Sector
Job Titles
1 257 (85.38%) Software Engineer
2 106 (35.22%) Java Engineer
3 105 (34.88%) Java Software Engineer
4 70 (23.26%) Lead
5 62 (20.60%) Lead Software Engineer
6 53 (17.61%) Full-Stack Engineer
7 52 (17.28%) Full-Stack Software Engineer
8 48 (15.95%) Senior
9 44 (14.62%) Senior Software Engineer
10 33 (10.96%) Python Engineer
10 33 (10.96%) Python Software Engineer
11 26 (8.64%) Lead Java Engineer
12 25 (8.31%) Developer
13 22 (7.31%) Embedded Engineer
13 22 (7.31%) Embedded Software Engineer
14 20 (6.64%) AWS Engineer
14 20 (6.64%) AWS Software Engineer
15 16 (5.32%) Software Developer
16 15 (4.98%) Java Developer
17 14 (4.65%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 98 (32.56%) Spring
2 85 (28.24%) React
3 68 (22.59%) Kafka
4 62 (20.60%) Spring Boot
5 40 (13.29%) AngularJS
6 33 (10.96%) RESTful
7 26 (8.64%) REST
8 19 (6.31%) .NET
9 15 (4.98%) HTML
10 14 (4.65%) PySpark
11 13 (4.32%) Web Services
12 12 (3.99%) CSS
12 12 (3.99%) Hibernate
12 12 (3.99%) OpenAPI
12 12 (3.99%) Swagger
13 10 (3.32%) .NET Core
13 10 (3.32%) OAuth
14 9 (2.99%) JPA
14 9 (2.99%) Pandas
15 8 (2.66%) Blazor
Miscellaneous
1 75 (24.92%) Algorithms
2 62 (20.60%) Cloud Native
3 14 (4.65%) Distributed Systems
4 12 (3.99%) Public Cloud
5 11 (3.65%) Reference Data
6 8 (2.66%) Derivative
6 8 (2.66%) Fixed Income
7 5 (1.66%) Legacy Systems
7 5 (1.66%) Self-Motivation
8 4 (1.33%) Credit Risk
8 4 (1.33%) Distributed Applications
8 4 (1.33%) Enterprise Software
8 4 (1.33%) Equities
8 4 (1.33%) Foreign Exchange (FX)
8 4 (1.33%) Low-Code
8 4 (1.33%) Onboarding
9 3 (1.00%) Virtual Team
10 2 (0.66%) Data Structures
10 2 (0.66%) Greenfield Project
10 2 (0.66%) SWIFT Messaging Network
Operating Systems
1 10 (3.32%) Linux
2 5 (1.66%) Unix
3 4 (1.33%) Embedded Linux
3 4 (1.33%) Red Hat Enterprise Linux
3 4 (1.33%) Ubuntu
3 4 (1.33%) Windows
4 3 (1.00%) Apple iOS
5 1 (0.33%) Android
Processes & Methodologies
1 215 (71.43%) Agile
2 164 (54.49%) CI/CD
3 161 (53.49%) SDLC
4 154 (51.16%) Operational Stability
5 117 (38.87%) AI
6 106 (35.22%) Machine Learning
7 104 (34.55%) Community of Practice
8 81 (26.91%) Visualisation
9 75 (24.92%) Continuous Improvement
10 63 (20.93%) Full-Stack Development
11 61 (20.27%) Problem-Solving
12 52 (17.28%) Decision-Making
13 33 (10.96%) DevOps
14 32 (10.63%) Architectural Design
14 32 (10.63%) Information Architecture
15 31 (10.30%) Microservices
16 27 (8.97%) Computer Science
17 26 (8.64%) Risk Management
17 26 (8.64%) TDD
18 25 (8.31%) Test Automation
Programming Languages
1 166 (55.15%) Java
2 80 (26.58%) SQL
3 70 (23.26%) Python
4 32 (10.63%) C#
4 32 (10.63%) JavaScript
5 31 (10.30%) TypeScript
6 24 (7.97%) C
7 23 (7.64%) C++
8 8 (2.66%) Go
8 8 (2.66%) PL/SQL
8 8 (2.66%) PowerShell
9 6 (1.99%) Ada
10 5 (1.66%) Scala
11 4 (1.33%) T-SQL
12 2 (0.66%) Embedded C
12 2 (0.66%) Objective-C
12 2 (0.66%) Swift
13 1 (0.33%) Ada 95
13 1 (0.33%) Kotlin
13 1 (0.33%) Magik
Qualifications
1 15 (4.98%) Degree
2 8 (2.66%) Computer Science Degree
3 6 (1.99%) BPSS Clearance
4 4 (1.33%) 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 9 (2.99%) Data Quality
2 3 (1.00%) Accessibility
2 3 (1.00%) NCSC
2 3 (1.00%) NIST
2 3 (1.00%) WCAG
3 2 (0.66%) ISO 20022
3 2 (0.66%) QA
3 2 (0.66%) SEPA
4 1 (0.33%) IEC 61131
4 1 (0.33%) ISO/IEC 12207
4 1 (0.33%) JTAG
System Software
1 27 (8.97%) Docker
2 15 (4.98%) Firmware
3 5 (1.66%) HDFS
4 3 (1.00%) Embedded Firmware
5 1 (0.33%) Virtual Machines
Systems Management
1 63 (20.93%) Kubernetes
2 27 (8.97%) Terraform
3 14 (4.65%) Grafana
4 4 (1.33%) Ansible
4 4 (1.33%) ITRS Geneos
4 4 (1.33%) Netcool
4 4 (1.33%) Netcool/OMNIbus
4 4 (1.33%) Prometheus
4 4 (1.33%) Tivoli
Vendors
1 47 (15.61%) Oracle
2 22 (7.31%) Splunk
3 17 (5.65%) Dynatrace
4 14 (4.65%) Databricks
5 11 (3.65%) Microsoft
6 8 (2.66%) ServiceNow
7 7 (2.33%) Google
8 6 (1.99%) Facebook
9 5 (1.66%) Cloudera
9 5 (1.66%) IBM
10 4 (1.33%) Red Hat
11 3 (1.00%) Murex
12 2 (0.66%) Avaloq
12 2 (0.66%) 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