Microservices Job Trends in Scotland

Microservices
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Microservices skills. It covers permanent job vacancies from the 6 months leading up to 23 September 2026, with comparisons to the same periods in the previous two years.

6 months to
23 Sep 2026
Same period 2025 Same period 2024
Rank 108 61 51
Rank change year-on-year -47 -10 -5
Permanent jobs citing Microservices 36 104 183
As % of all permanent jobs in Scotland 0.88% 4.16% 4.68%
As % of the Processes & Methodologies category 1.29% 4.61% 5.52%
Number of salaries quoted 21 28 53
10th Percentile £41,250 £50,250 £45,000
25th Percentile £45,000 £60,625 £52,500
Median annual salary (50th Percentile) £60,000 £77,500 £65,000
Median % change year-on-year -22.58% +19.23% -7.52%
75th Percentile £73,750 £85,313 £70,000
90th Percentile £92,500 £100,750 £77,000
UK median annual salary £73,500 £72,500 £65,000
% change year-on-year +1.38% +11.54% -13.33%

All Process & Methodology Skills
Scotland

Microservices 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 2,781 2,257 3,314
As % of all permanent jobs advertised in Scotland 68.13% 90.21% 84.80%
Number of salaries quoted 1,643 992 1,515
10th Percentile £28,000 £26,750 £31,250
25th Percentile £35,000 £32,000 £41,250
Median annual salary (50th Percentile) £53,400 £38,000 £55,000
Median % change year-on-year +40.53% -30.91% +4.76%
75th Percentile £70,000 £60,875 £70,000
90th Percentile £95,000 £77,500 £81,800
UK median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -4.17%

Microservices
Job Vacancy Trend in Scotland

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

Microservices job vacancy trend in Scotland

Microservices
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Microservices.

Salary distribution trend for jobs in Scotland citing Microservices

Microservices
Salary Histogram in Scotland

Salary distribution for jobs citing Microservices in Scotland over the 6 months to 23 September 2026.

Salary histogram for Microservices in Scotland

Microservices
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Microservices within the Scotland region over the 6 months to 23 September 2026. 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 -7 16 £95,500 +23.23% 59
South Lanarkshire -4 10 £66,250 -
Edinburgh -17 7 £47,500 -30.91% 36
Lanarkshire -3 1 £100,000 +25.00% 11
Microservices
UK

Microservices
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 1 (2.78%) Apache
1 1 (2.78%) Apache Airflow
1 1 (2.78%) Apache Spark
Cloud Services
1 24 (66.67%) AWS
2 13 (36.11%) Azure
3 7 (19.44%) GCP
4 6 (16.67%) GitHub
4 6 (16.67%) GitHub Copilot
5 3 (8.33%) Azure Cosmos DB
5 3 (8.33%) SaaS
6 2 (5.56%) Amazon Bedrock
6 2 (5.56%) Amazon S3
6 2 (5.56%) AWS Lambda
6 2 (5.56%) AWS Step Functions
6 2 (5.56%) Azure Data Factory
6 2 (5.56%) Azure Functions
6 2 (5.56%) Azure Logic Apps
6 2 (5.56%) Azure Synapse Analytics
6 2 (5.56%) Serverless
6 2 (5.56%) Snowflake
7 1 (2.78%) Apigee
7 1 (2.78%) Azure API Management
7 1 (2.78%) Kong
Database & Business Intelligence
1 9 (25.00%) SQL Server
2 7 (19.44%) MongoDB
3 6 (16.67%) MySQL
4 5 (13.89%) Data Lake
5 3 (8.33%) Azure SQL Database
6 2 (5.56%) Amazon Athena
6 2 (5.56%) Amazon Redshift
6 2 (5.56%) NoSQL
6 2 (5.56%) Parquet
6 2 (5.56%) Redis
7 1 (2.78%) Amazon RDS
7 1 (2.78%) Apache Iceberg
7 1 (2.78%) Big Data
7 1 (2.78%) DynamoDB
7 1 (2.78%) PostgreSQL
7 1 (2.78%) Relational Database
Development Applications
1 6 (16.67%) Jenkins
2 3 (8.33%) Git
3 1 (2.78%) Selenium
General
1 13 (36.11%) Finance
2 10 (27.78%) Banking
3 4 (11.11%) Analytical Skills
3 4 (11.11%) Inclusion and Diversity
3 4 (11.11%) Law
3 4 (11.11%) Marketing
3 4 (11.11%) Social Skills
4 2 (5.56%) Local Government
5 1 (2.78%) Financial Institution
5 1 (2.78%) Games
5 1 (2.78%) Legal
5 1 (2.78%) Public Sector
5 1 (2.78%) Tech for Good
Job Titles
1 15 (41.67%) Developer
2 12 (33.33%) Lead
3 8 (22.22%) Full-Stack Developer
3 8 (22.22%) Technical Leader
4 7 (19.44%) Java Developer
4 7 (19.44%) Software Engineer
5 6 (16.67%) Full-Stack Java Developer
6 4 (11.11%) Senior
7 3 (8.33%) .NET Developer
7 3 (8.33%) Architect
8 2 (5.56%) Applications Engineer
8 2 (5.56%) Applications Manager
8 2 (5.56%) Data Engineer
8 2 (5.56%) Lead Software Engineer
8 2 (5.56%) Release Manager
8 2 (5.56%) Senior Developer
8 2 (5.56%) Software Manager
8 2 (5.56%) Software Release Manager
9 1 (2.78%) Principal Technical Architect
9 1 (2.78%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 10 (27.78%) AWS CDK
1 10 (27.78%) React
2 9 (25.00%) Kafka
3 8 (22.22%) Spring
3 8 (22.22%) Spring Boot
4 7 (19.44%) .NET
4 7 (19.44%) REST
5 6 (16.67%) Hibernate
5 6 (16.67%) JPA
6 5 (13.89%) .NET Core
6 5 (13.89%) ASP.NET
7 3 (8.33%) ASP.NET Core
7 3 (8.33%) ASP.NET Web API
7 3 (8.33%) Blazor
7 3 (8.33%) LINQ
7 3 (8.33%) Node.js
7 3 (8.33%) PySpark
7 3 (8.33%) Vue
8 2 (5.56%) AngularJS
8 2 (5.56%) React Native
Miscellaneous
1 19 (52.78%) Cloud Native
2 4 (11.11%) Product Ownership
3 2 (5.56%) AI Agents
3 2 (5.56%) Credit Risk
3 2 (5.56%) Distributed Systems
3 2 (5.56%) Mobile App
4 1 (2.78%) Autonomous Agent
4 1 (2.78%) Marketing Technology
Processes & Methodologies
1 27 (75.00%) CI/CD
2 24 (66.67%) Agile
2 24 (66.67%) Full-Stack Development
3 19 (52.78%) Software Engineering
4 16 (44.44%) DevOps
5 13 (36.11%) Code Quality
5 13 (36.11%) Infrastructure as Code
5 13 (36.11%) Problem-Solving
6 12 (33.33%) Mentoring
7 11 (30.56%) Analytics
7 11 (30.56%) Observability
7 11 (30.56%) Technical Leadership
8 10 (27.78%) Machine Learning
9 9 (25.00%) Test Automation
10 7 (19.44%) AI
11 6 (16.67%) Data Analytics
11 6 (16.67%) Validation
12 5 (13.89%) Continuous Improvement
12 5 (13.89%) TDD
13 3 (8.33%) Don't repeat yourself (DRY)
Programming Languages
1 18 (50.00%) Java
2 17 (47.22%) JavaScript
3 15 (41.67%) TypeScript
4 14 (38.89%) Python
5 5 (13.89%) SQL
6 4 (11.11%) C#
7 2 (5.56%) Kotlin
Qualifications
1 4 (11.11%) Degree
2 2 (5.56%) AWS Certified Developer
2 2 (5.56%) Computer Science Degree
2 2 (5.56%) SC Cleared
2 2 (5.56%) Security Cleared
3 1 (2.78%) Master's Degree
Quality Assurance & Compliance
1 2 (5.56%) Accessibility
1 2 (5.56%) Data Quality
1 2 (5.56%) QA
System Software
1 9 (25.00%) Docker
Systems Management
1 10 (27.78%) Kubernetes
2 1 (2.78%) Grafana
Vendors
1 3 (8.33%) Databricks
1 3 (8.33%) Microsoft
2 1 (2.78%) Dynatrace
2 1 (2.78%) Google
2 1 (2.78%) IBM
2 1 (2.78%) MuleSoft
2 1 (2.78%) OpenAI
2 1 (2.78%) Oracle
2 1 (2.78%) Splunk