Amazon ECS Job Trends in Scotland

Amazon Elastic Container Service (Amazon ECS)
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Amazon ECS skills. It covers permanent job vacancies from the 6 months leading up to 7 May 2026, with comparisons to the same periods in the previous two years.

6 months to
7 May 2026
Same period 2025 Same period 2024
Rank 142 127 198
Rank change year-on-year -15 +71 +12
Permanent jobs citing Amazon ECS 3 5 77
As % of all permanent jobs in Scotland 0.089% 0.26% 1.21%
As % of the Cloud Services category 0.33% 0.88% 2.75%
Number of salaries quoted 2 2 4
10th Percentile £56,949 - -
25th Percentile £62,041 - £62,500
Median annual salary (50th Percentile) £76,783 £75,000 £65,000
Median % change year-on-year +2.38% +15.38% +42.07%
75th Percentile £92,769 - £67,500
90th Percentile £98,608 - -
UK median annual salary £70,000 £107,500 £80,000
% change year-on-year -34.88% +34.38% +4.58%

All Cloud Computing Skills
Scotland

Amazon ECS falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring cloud computing skills in Scotland.

Permanent vacancies with a requirement for cloud computing skills 903 567 2,795
As % of all permanent jobs advertised in Scotland 26.93% 29.21% 43.95%
Number of salaries quoted 354 349 1,027
10th Percentile £28,250 £31,850 £28,250
25th Percentile £33,563 £45,000 £38,250
Median annual salary (50th Percentile) £50,000 £57,500 £52,500
Median % change year-on-year -13.04% +9.52% -8.70%
75th Percentile £75,000 £79,569 £68,625
90th Percentile £90,000 £95,000 £82,548
UK median annual salary £62,500 £60,875 £57,500
% change year-on-year +2.67% +5.87% -11.54%

Amazon ECS
Job Vacancy Trend in Scotland

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

Amazon ECS job vacancy trend in Scotland

Amazon ECS
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Amazon ECS.

Salary distribution trend for jobs in Scotland citing Amazon ECS

Amazon ECS
Salary Histogram in Scotland

Salary distribution for jobs citing Amazon ECS in Scotland over the 6 months to 7 May 2026.

Salary histogram for Amazon ECS in Scotland

Amazon ECS
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon ECS within the Scotland region over the 6 months to 7 May 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 -20 1 £95,000 +26.67% 1
Edinburgh - 1 - -
Amazon ECS
UK

Amazon ECS
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 (33.33%) Apache
1 1 (33.33%) Apache Airflow
Applications
1 1 (33.33%) Microsoft Office
Cloud Services
1 3 (100.00%) Amazon S3
1 3 (100.00%) AWS
1 3 (100.00%) AWS CloudFormation
1 3 (100.00%) AWS Lambda
1 3 (100.00%) Serverless
2 2 (66.67%) Amazon CloudWatch
2 2 (66.67%) Amazon EKS
3 1 (33.33%) Amazon Bedrock
3 1 (33.33%) Amazon SQS
3 1 (33.33%) Dagster
Database & Business Intelligence
1 1 (33.33%) Amazon RDS
1 1 (33.33%) Amazon Redshift
1 1 (33.33%) DynamoDB
1 1 (33.33%) Elasticsearch
1 1 (33.33%) PostgreSQL
Development Applications
1 1 (33.33%) Git
1 1 (33.33%) GitLab
1 1 (33.33%) Jenkins
1 1 (33.33%) MLflow
General
1 2 (66.67%) Social Skills
2 1 (33.33%) Analytical Skills
2 1 (33.33%) Influencing Skills
2 1 (33.33%) Public Sector
Job Titles
1 1 (33.33%) Artificial Intelligence Specialist
1 1 (33.33%) Developer
1 1 (33.33%) Principal Engineer
1 1 (33.33%) Python Developer
1 1 (33.33%) Senior
1 1 (33.33%) Senior Data Warehouse Specialist
1 1 (33.33%) Senior Developer
1 1 (33.33%) Senior Python Developer
1 1 (33.33%) Senior Software Developer
1 1 (33.33%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (66.67%) AWS CDK
2 1 (33.33%) FastAPI
2 1 (33.33%) Hugging Face
2 1 (33.33%) JWT
2 1 (33.33%) NestJS
2 1 (33.33%) Node.js
2 1 (33.33%) NumPy
2 1 (33.33%) OAuth
2 1 (33.33%) OAuth2
2 1 (33.33%) OpenCV
2 1 (33.33%) Pandas
2 1 (33.33%) pytest
2 1 (33.33%) PyTorch
2 1 (33.33%) React
2 1 (33.33%) RESTful
2 1 (33.33%) SQLAlchemy
2 1 (33.33%) WebSockets
Miscellaneous
1 2 (66.67%) Data Protection Act
2 1 (33.33%) Cloud Native
Processes & Methodologies
1 2 (66.67%) AI
1 2 (66.67%) API Development
1 2 (66.67%) CI/CD
1 2 (66.67%) Data Engineering
1 2 (66.67%) Data Protection
1 2 (66.67%) DevOps
1 2 (66.67%) Infrastructure as Code
1 2 (66.67%) LLM
1 2 (66.67%) Microservices
1 2 (66.67%) Software Engineering
2 1 (33.33%) Budgeting
2 1 (33.33%) Business Strategy
2 1 (33.33%) Code Quality
2 1 (33.33%) Containerisation
2 1 (33.33%) Data Pipeline
2 1 (33.33%) Event-Driven
2 1 (33.33%) Full-Stack Development
2 1 (33.33%) Generative AI
2 1 (33.33%) Incident Response
2 1 (33.33%) Roadmaps
Programming Languages
1 3 (100.00%) Python
2 1 (33.33%) C#
2 1 (33.33%) SQL
2 1 (33.33%) TypeScript
Quality Assurance & Compliance
1 1 (33.33%) Accessibility
System Software
1 2 (66.67%) Docker
Systems Management
1 2 (66.67%) Kubernetes
1 2 (66.67%) Terraform
2 1 (33.33%) Grafana
Vendors
1 1 (33.33%) Microsoft