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 29 August 2026, with comparisons to the same periods in the previous two years.

6 months to
29 Aug 2026
Same period 2025 Same period 2024
Rank 140 135 178
Rank change year-on-year -5 +43 -20
Permanent jobs citing Amazon ECS 5 8 37
As % of all permanent jobs in Scotland 0.14% 0.31% 0.78%
As % of the Cloud Services category 0.62% 1.36% 2.20%
Number of salaries quoted 1 0 4
10th Percentile - - £53,750
25th Percentile £53,555 - £59,375
Median annual salary (50th Percentile) £58,565 - £65,000
75th Percentile £63,576 - £69,161
90th Percentile - - £72,151
UK median annual salary £70,000 £67,500 £105,000
% change year-on-year +3.70% -35.71% +50.00%

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 810 587 1,682
As % of all permanent jobs advertised in Scotland 22.16% 23.11% 35.58%
Number of salaries quoted 464 243 683
10th Percentile £27,500 £29,000 £28,300
25th Percentile £35,000 £37,500 £38,750
Median annual salary (50th Percentile) £52,500 £55,000 £53,000
Median % change year-on-year -4.55% +3.77% -3.64%
75th Percentile £76,306 £75,920 £70,000
90th Percentile £92,500 £93,778 £81,850
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -4.37%

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
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 29 August 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 +6 4 - - 20
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 4 (80.00%) Apache Airflow
2 3 (60.00%) Apache Spark
3 1 (20.00%) Apache
Cloud Services
1 5 (100.00%) AWS
2 3 (60.00%) Azure
2 3 (60.00%) Datadog
2 3 (60.00%) dbt
2 3 (60.00%) GCP
2 3 (60.00%) GitHub
2 3 (60.00%) GitHub Actions
3 1 (20.00%) Amazon CloudWatch
3 1 (20.00%) Amazon EKS
3 1 (20.00%) Amazon S3
3 1 (20.00%) Amazon SQS
3 1 (20.00%) AWS CloudFormation
3 1 (20.00%) AWS Lambda
3 1 (20.00%) Dagster
3 1 (20.00%) Serverless
Database & Business Intelligence
1 1 (20.00%) Amazon RDS
Development Applications
1 4 (80.00%) Jenkins
2 3 (60.00%) GitLab
3 1 (20.00%) Git
3 1 (20.00%) Maven
3 1 (20.00%) MLflow
General
1 4 (80.00%) Finance
2 3 (60.00%) Inclusion and Diversity
2 3 (60.00%) Law
2 3 (60.00%) Marketing
3 1 (20.00%) Public Sector
Job Titles
1 3 (60.00%) Lead
2 2 (40.00%) Developer
3 1 (20.00%) Artificial Intelligence Specialist
3 1 (20.00%) Java Developer
3 1 (20.00%) Python Developer
3 1 (20.00%) Senior
3 1 (20.00%) Senior Data Warehouse Specialist
3 1 (20.00%) Senior Developer
3 1 (20.00%) Senior Python Developer
3 1 (20.00%) Senior Software Developer
3 1 (20.00%) Software Developer
Libraries, Frameworks & Software Standards
1 4 (80.00%) Spring
1 4 (80.00%) Terraform
2 3 (60.00%) .NET
2 3 (60.00%) Kafka
2 3 (60.00%) Spring Boot
3 1 (20.00%) AWS CDK
3 1 (20.00%) FastAPI
3 1 (20.00%) Hibernate
3 1 (20.00%) HTML5
3 1 (20.00%) Hugging Face
3 1 (20.00%) JWT
3 1 (20.00%) NumPy
3 1 (20.00%) OAuth2
3 1 (20.00%) Pandas
3 1 (20.00%) pytest
3 1 (20.00%) PyTorch
3 1 (20.00%) React
3 1 (20.00%) RESTful
3 1 (20.00%) SQLAlchemy
3 1 (20.00%) WebSockets
Miscellaneous
1 4 (80.00%) Cloud Native
2 3 (60.00%) Algorithms
2 3 (60.00%) Data Structures
3 1 (20.00%) Enterprise Software
Processes & Methodologies
1 4 (80.00%) CI/CD
1 4 (80.00%) Infrastructure as Code
1 4 (80.00%) Mentoring
1 4 (80.00%) Observability
2 3 (60.00%) Analytics
2 3 (60.00%) Capacity Planning
2 3 (60.00%) Chaos Engineering
2 3 (60.00%) Community of Practice
2 3 (60.00%) Configuration Management
2 3 (60.00%) Cost Optimisation
2 3 (60.00%) Data Strategy
2 3 (60.00%) Enterprise Architecture
2 3 (60.00%) GitOps
2 3 (60.00%) Release Automation
2 3 (60.00%) Secrets Management
2 3 (60.00%) Service-Level Objective
2 3 (60.00%) Site Reliability Engineering
2 3 (60.00%) Technical Leadership
3 1 (20.00%) Disaster Recovery
3 1 (20.00%) ETL
Programming Languages
1 4 (80.00%) Java
1 4 (80.00%) Python
2 1 (20.00%) JavaScript
2 1 (20.00%) SQL
2 1 (20.00%) TypeScript
Qualifications
1 3 (60.00%) AWS Certification
1 3 (60.00%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 1 (20.00%) Accessibility
System Software
1 5 (100.00%) Docker
Systems Management
1 5 (100.00%) Kubernetes
2 4 (80.00%) Grafana
3 3 (60.00%) Ansible
3 3 (60.00%) Argo
3 3 (60.00%) Prometheus
Vendors
1 3 (60.00%) Dynatrace
1 3 (60.00%) Splunk