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

6 months to
27 Nov 2025
Same period 2024 Same period 2023
Rank 16 3 10
Rank change year-on-year -13 +7 -4
Permanent jobs citing Software Engineering 275 538 323
As % of all permanent jobs in Scotland 10.08% 16.47% 13.82%
As % of the Processes & Methodologies category 11.88% 18.96% 14.45%
Number of salaries quoted 89 347 258
10th Percentile £37,265 £38,750 £35,000
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 £77,715
90th Percentile £90,000 £93,778 £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 2,314 2,838 2,235
As % of all permanent jobs advertised in Scotland 84.86% 86.87% 95.64%
Number of salaries quoted 1,144 1,327 1,761
10th Percentile £26,250 £31,250 £25,000
25th Percentile £31,750 £40,000 £35,000
Median annual salary (50th Percentile) £40,000 £55,000 £52,500
Median % change year-on-year -27.27% +4.76% -4.55%
75th Percentile £65,000 £70,000 £70,000
90th Percentile £81,250 £82,958 £83,750
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 27 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 27 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 +4 158 £67,500 +10.20% 32
Edinburgh -24 92 £66,250 +1.92% 59
West Lothian -10 8 £65,000 +30.00% 3
South Ayrshire +11 5 £55,498 -4.37%
Banffshire - 3 £30,000 - 2
Aberdeen -10 2 £62,500 +13.64% 10
North Lanarkshire -11 2 £80,000 +39.13% 5
South Lanarkshire - 2 - -
Dundee +1 1 £65,000 - 3
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 18 (6.55%) Apache Spark
2 9 (3.27%) Apache
3 6 (2.18%) Camunda
3 6 (2.18%) Oracle Workflow
3 6 (2.18%) Smallworld
4 3 (1.09%) Cloud Foundry
4 3 (1.09%) Tomcat
5 2 (0.73%) Apache Airflow
6 1 (0.36%) ArcGIS
6 1 (0.36%) WinCC
Cloud Services
1 82 (29.82%) AWS
2 53 (19.27%) Azure
3 22 (8.00%) GitHub
4 19 (6.91%) Azure DevOps
5 17 (6.18%) GCP
6 14 (5.09%) Serverless
7 11 (4.00%) Amazon S3
8 9 (3.27%) GitHub Copilot
8 9 (3.27%) Snowflake
9 8 (2.91%) AWS Lambda
9 8 (2.91%) SaaS
10 7 (2.55%) Amazon ECS
10 7 (2.55%) GitHub Actions
11 6 (2.18%) Azure Data Factory
11 6 (2.18%) Azure Key Vault
11 6 (2.18%) dbt
11 6 (2.18%) Power Automate
11 6 (2.18%) Power Platform
12 5 (1.82%) npm
12 5 (1.82%) Yarn
Communications & Networking
1 16 (5.82%) RS-232
2 14 (5.09%) Bluetooth
3 13 (4.73%) Wireless
4 4 (1.45%) Ethernet
5 1 (0.36%) Internet
5 1 (0.36%) LoRaWAN
5 1 (0.36%) Modbus
5 1 (0.36%) MQTT
Database & Business Intelligence
1 19 (6.91%) NoSQL
2 18 (6.55%) Big Data
3 12 (4.36%) Amazon Athena
3 12 (4.36%) Relational Database
4 11 (4.00%) Apache Cassandra
4 11 (4.00%) Elasticsearch
5 9 (3.27%) KDB
5 9 (3.27%) Kdb+
5 9 (3.27%) PostgreSQL
6 8 (2.91%) MongoDB
7 7 (2.55%) Amazon Redshift
7 7 (2.55%) Apache Hive
7 7 (2.55%) Oracle Database
7 7 (2.55%) SQL Server
8 6 (2.18%) Apache Iceberg
8 6 (2.18%) GIS
8 6 (2.18%) Hadoop
8 6 (2.18%) Power BI
8 6 (2.18%) RDBMS
9 4 (1.45%) HBase
Development Applications
1 15 (5.45%) Git
2 14 (5.09%) Jenkins
3 11 (4.00%) Maven
4 10 (3.64%) JUnit
5 8 (2.91%) JIRA
6 6 (2.18%) webpack
7 5 (1.82%) Cypress.io
7 5 (1.82%) Storybook
7 5 (1.82%) Vite
8 4 (1.45%) Gradle
9 3 (1.09%) Subversion
10 2 (0.73%) Rational DOORS
10 2 (0.73%) Rational Rhapsody
10 2 (0.73%) Rational Statemate
10 2 (0.73%) Visual Studio
11 1 (0.36%) Jasmine
11 1 (0.36%) Karma Test Runner
11 1 (0.36%) Protractor
11 1 (0.36%) Selenium
11 1 (0.36%) WebDriver
General
1 171 (62.18%) Finance
2 138 (50.18%) Inclusion and Diversity
2 138 (50.18%) Law
3 75 (27.27%) Banking
4 64 (23.27%) Marketing
5 36 (13.09%) Social Skills
6 23 (8.36%) Analytical Skills
7 14 (5.09%) Electronics
8 13 (4.73%) Legal
9 12 (4.36%) Investment Banking
10 10 (3.64%) Games
11 6 (2.18%) Organisational Skills
11 6 (2.18%) Private Banking
11 6 (2.18%) Tech for Good
12 5 (1.82%) Military
13 4 (1.45%) Avionics
14 3 (1.09%) Front Office
14 3 (1.09%) Publishing
15 2 (0.73%) Financial Institution
15 2 (0.73%) Influencing Skills
Job Titles
1 224 (81.45%) Software Engineer
2 84 (30.55%) Java Engineer
3 83 (30.18%) Java Software Engineer
4 58 (21.09%) Lead
5 51 (18.55%) Senior
6 49 (17.82%) Lead Software Engineer
7 45 (16.36%) Senior Software Engineer
8 42 (15.27%) Full-Stack Engineer
9 41 (14.91%) Full-Stack Software Engineer
10 28 (10.18%) Embedded Engineer
10 28 (10.18%) Embedded Software Engineer
11 25 (9.09%) Developer
11 25 (9.09%) Python Engineer
11 25 (9.09%) Python Software Engineer
12 21 (7.64%) Lead Java Engineer
13 15 (5.45%) AWS Engineer
13 15 (5.45%) AWS Software Engineer
14 12 (4.36%) Java Developer
14 12 (4.36%) Software Developer
15 10 (3.64%) Java Software Developer
Libraries, Frameworks & Software Standards
1 75 (27.27%) React
1 75 (27.27%) Spring
2 49 (17.82%) Kafka
3 48 (17.45%) Spring Boot
4 33 (12.00%) AngularJS
5 28 (10.18%) RESTful
6 20 (7.27%) REST
7 18 (6.55%) .NET
8 12 (4.36%) HTML
8 12 (4.36%) OpenAPI
8 12 (4.36%) Swagger
9 11 (4.00%) OAuth
9 11 (4.00%) PySpark
10 10 (3.64%) CSS
10 10 (3.64%) Hibernate
10 10 (3.64%) Web Services
11 9 (3.27%) .NET Core
12 8 (2.91%) Blazor
13 7 (2.55%) Next.js
13 7 (2.55%) Pandas
Miscellaneous
1 54 (19.64%) Algorithms
2 49 (17.82%) Cloud Native
3 12 (4.36%) Distributed Systems
4 8 (2.91%) Public Cloud
4 8 (2.91%) Reference Data
5 6 (2.18%) Derivative
5 6 (2.18%) Fixed Income
5 6 (2.18%) Low-Code
5 6 (2.18%) Self-Motivation
6 4 (1.45%) Legacy Systems
7 3 (1.09%) Credit Risk
7 3 (1.09%) Device Driver
7 3 (1.09%) Distributed Applications
7 3 (1.09%) Enterprise Software
7 3 (1.09%) Equities
7 3 (1.09%) Foreign Exchange (FX)
7 3 (1.09%) Onboarding
8 2 (0.73%) Data Structures
8 2 (0.73%) SWIFT Messaging Network
8 2 (0.73%) Virtual Team
Operating Systems
1 10 (3.64%) Linux
2 6 (2.18%) Embedded Linux
3 4 (1.45%) Unix
4 3 (1.09%) Red Hat Enterprise Linux
4 3 (1.09%) Ubuntu
4 3 (1.09%) Windows
5 2 (0.73%) Android
5 2 (0.73%) Apple iOS
Processes & Methodologies
1 175 (63.64%) Agile
2 137 (49.82%) CI/CD
3 122 (44.36%) SDLC
4 113 (41.09%) Operational Stability
5 92 (33.45%) AI
6 80 (29.09%) Machine Learning
7 76 (27.64%) Community of Practice
8 62 (22.55%) Visualisation
9 59 (21.45%) Continuous Improvement
10 53 (19.27%) Problem-Solving
11 51 (18.55%) Full-Stack Development
12 39 (14.18%) Decision-Making
13 35 (12.73%) DevOps
14 29 (10.55%) Microservices
15 26 (9.45%) Test Automation
16 24 (8.73%) Architectural Design
16 24 (8.73%) Information Architecture
16 24 (8.73%) Mentoring
17 23 (8.36%) Asset Management
18 22 (8.00%) OO
Programming Languages
1 134 (48.73%) Java
2 67 (24.36%) SQL
3 56 (20.36%) Python
4 32 (11.64%) C#
5 28 (10.18%) TypeScript
6 26 (9.45%) JavaScript
7 23 (8.36%) C
8 22 (8.00%) C++
9 9 (3.27%) PowerShell
10 7 (2.55%) Go
11 6 (2.18%) Ada
11 6 (2.18%) PL/SQL
12 4 (1.45%) Scala
13 3 (1.09%) Embedded C
13 3 (1.09%) Kotlin
13 3 (1.09%) T-SQL
14 2 (0.73%) Swift
15 1 (0.36%) Ada 95
15 1 (0.36%) Bicep
15 1 (0.36%) MATLAB
Qualifications
1 14 (5.09%) Degree
2 7 (2.55%) Computer Science Degree
3 6 (2.18%) BPSS Clearance
4 3 (1.09%) Azure Certification
5 1 (0.36%) Chartered Engineer
5 1 (0.36%) Master's Degree
5 1 (0.36%) SC Cleared
5 1 (0.36%) Security Cleared
Quality Assurance & Compliance
1 6 (2.18%) Data Quality
2 5 (1.82%) Accessibility
2 5 (1.82%) WCAG
3 3 (1.09%) NCSC
3 3 (1.09%) NIST
4 2 (0.73%) ISO 20022
4 2 (0.73%) QA
4 2 (0.73%) SEPA
5 1 (0.36%) IEC 61131
5 1 (0.36%) ISO/IEC 12207
5 1 (0.36%) JTAG
System Software
1 23 (8.36%) Docker
2 17 (6.18%) Firmware
3 4 (1.45%) Embedded Firmware
3 4 (1.45%) HDFS
4 1 (0.36%) Virtual Machines
Systems Management
1 51 (18.55%) Kubernetes
2 22 (8.00%) Terraform
3 10 (3.64%) Grafana
4 3 (1.09%) Ansible
4 3 (1.09%) ITRS Geneos
4 3 (1.09%) Netcool
4 3 (1.09%) Netcool/OMNIbus
4 3 (1.09%) Prometheus
4 3 (1.09%) Tivoli
Vendors
1 35 (12.73%) Oracle
2 16 (5.82%) Splunk
3 13 (4.73%) Dynatrace
4 11 (4.00%) Microsoft
5 10 (3.64%) Databricks
6 6 (2.18%) Google
6 6 (2.18%) ServiceNow
7 5 (1.82%) Facebook
8 4 (1.45%) Cloudera
9 3 (1.09%) IBM
9 3 (1.09%) Red Hat
10 2 (0.73%) Avaloq
10 2 (0.73%) Green Hills
10 2 (0.73%) Murex
11 1 (0.36%) ESRI
11 1 (0.36%) NVIDIA
11 1 (0.36%) Remedy
11 1 (0.36%) Rockwell
11 1 (0.36%) SAP
11 1 (0.36%) Siemens