Period
to 6 June 2020

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Amazon EC2 skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EC2 over the 6 months to 6 June 2020 with a comparison to the same period in the previous 2 years.

Amazon AWS Elastic Compute Cloud (EC2)
Scotland > Edinburgh
6 months to
6 Jun 2020
Same period 2019 Same period 2018
Rank 87 152 139
Rank change year-on-year +65 -13 +1
Permanent jobs citing Amazon EC2 9 11 7
As % of all permanent jobs advertised in Edinburgh 0.68% 0.42% 0.26%
As % of the Cloud Services category 2.07% 1.63% 1.37%
Number of salaries quoted 4 7 1
Median annual salary £42,500 £42,500 £62,000
Median salary % change year-on-year - -31.45% -
10th Percentile £35,000 £34,200 £58,500
90th Percentile £70,550 £50,850 £65,500
Scotland median annual salary £47,500 £46,500 £41,500
% change year-on-year +2.15% +12.05% +6.41%

Amazon EC2 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for cloud computing skills.

All Cloud Skills
Edinburgh
Permanent vacancies with a requirement for cloud computing skills 435 673 511
As % of all permanent IT jobs advertised in Edinburgh 32.85% 25.79% 19.21%
Number of salaries quoted 247 418 316
Median annual salary £50,000 £47,250 £50,000
Median salary % change year-on-year +5.82% -5.50% -
10th Percentile £29,750 £29,675 £30,000
90th Percentile £75,000 £71,625 £68,750
Scotland median annual salary £48,000 £45,100 £45,000
% change year-on-year +6.43% +0.22% -

Amazon EC2
Job Vacancy Trend in Edinburgh

Job postings citing Amazon EC2 as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Amazon EC2 in Edinburgh

Amazon EC2
Salary Trend in Edinburgh

3-month moving average salary quoted in jobs citing Amazon EC2 in Edinburgh.

Salary trend for Amazon EC2 in Edinburgh

Amazon EC2
Salary Histogram in Edinburgh

Salary distribution for jobs citing Amazon EC2 in Edinburgh over the 6 months to 6 June 2020.

Salary histogram for Amazon EC2 in Edinburgh

For the 6 months to 6 June 2020, IT jobs citing Amazon EC2 also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for Amazon EC2.

1 9 (100.00%) AWS
2 8 (88.89%) AWS Lambda
2 8 (88.89%) Serverless
3 6 (66.67%) Node.js
3 6 (66.67%) Python
4 5 (55.56%) Microservices
5 4 (44.44%) Dart
5 4 (44.44%) Mentoring
5 4 (44.44%) Mobile App
5 4 (44.44%) Elasticsearch
5 4 (44.44%) Amazon Athena
5 4 (44.44%) Prototyping
5 4 (44.44%) Mobile Development
5 4 (44.44%) Software Delivery
5 4 (44.44%) Flutter
5 4 (44.44%) Decision-Making
5 4 (44.44%) CMS
5 4 (44.44%) Data Analysis
5 4 (44.44%) Kafka
5 4 (44.44%) Web Development
5 4 (44.44%) Django
5 4 (44.44%) Google
5 4 (44.44%) Amazon S3
6 3 (33.33%) JavaScript
6 3 (33.33%) Amazon DynamoDB
7 2 (22.22%) REST
7 2 (22.22%) React
7 2 (22.22%) AWS Amplify
7 2 (22.22%) Infrastructure as Code
7 2 (22.22%) HTML

Amazon EC2
Co-occurring IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (44.44%) CMS
1 4 (44.44%) Elasticsearch
Cloud Services
1 9 (100.00%) AWS
2 8 (88.89%) AWS Lambda
2 8 (88.89%) Serverless
3 4 (44.44%) Amazon S3
4 1 (11.11%) Amazon ECS
4 1 (11.11%) Amazon ELB
4 1 (11.11%) Amazon EMR
4 1 (11.11%) Amazon SQS
4 1 (11.11%) IaaS
4 1 (11.11%) PaaS
4 1 (11.11%) Virtual Private Cloud
Communications & Networking
1 1 (11.11%) VPN
Database & Business Intelligence
1 4 (44.44%) Amazon Athena
2 3 (33.33%) Amazon DynamoDB
3 2 (22.22%) NoSQL
3 2 (22.22%) PostgreSQL
4 1 (11.11%) Amazon RDS
4 1 (11.11%) Data Lake
4 1 (11.11%) MongoDB
4 1 (11.11%) Relational Database
Development Applications
1 1 (11.11%) Git (software)
1 1 (11.11%) Jenkins
General
1 1 (11.11%) Finance
1 1 (11.11%) Games
1 1 (11.11%) Retail Banking
Job Titles
1 6 (66.67%) Developer
2 4 (44.44%) Full Stack Developer
3 2 (22.22%) Cloud Engineer
4 1 (11.11%) DevOps Engineer
4 1 (11.11%) Java Developer
4 1 (11.11%) JavaScript Developer
4 1 (11.11%) Lead Developer
4 1 (11.11%) Lead Java Developer
4 1 (11.11%) React Developer
4 1 (11.11%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (66.67%) Node.js
2 4 (44.44%) Django
2 4 (44.44%) Flutter
2 4 (44.44%) Kafka
3 2 (22.22%) AWS Amplify
3 2 (22.22%) CSS
3 2 (22.22%) HTML
3 2 (22.22%) React
3 2 (22.22%) REST
4 1 (11.11%) GraphQL
4 1 (11.11%) React Native
Miscellaneous
1 4 (44.44%) Mobile App
2 1 (11.11%) Analytical Skills
Operating Systems
1 1 (11.11%) Linux
Processes & Methodologies
1 5 (55.56%) Microservices
2 4 (44.44%) Data Analysis
2 4 (44.44%) Decision-Making
2 4 (44.44%) Mentoring
2 4 (44.44%) Mobile Development
2 4 (44.44%) Prototyping
2 4 (44.44%) Software Delivery
2 4 (44.44%) Web Development
3 2 (22.22%) Agile Software Development
3 2 (22.22%) Infrastructure as Code
4 1 (11.11%) Analytics
4 1 (11.11%) Change Control
4 1 (11.11%) DevOps
4 1 (11.11%) Infrastructure Automation
4 1 (11.11%) Problem-Solving
4 1 (11.11%) Scrum
4 1 (11.11%) Software Engineering
4 1 (11.11%) Unit Testing
Programming Languages
1 6 (66.67%) Python
2 4 (44.44%) Dart
3 3 (33.33%) JavaScript
4 1 (11.11%) Java
4 1 (11.11%) SQL
Vendors
1 4 (44.44%) Google