Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Amazon AWS Elastic Compute Cloud (EC2)
Scotland > Edinburgh
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 146 136 140
Rank change year-on-year -10 +4 -37
Permanent jobs citing Amazon EC2 7 4 21
As % of all permanent IT jobs advertised in Edinburgh 0.26% 0.17% 0.69%
As % of the Cloud Services category 1.76% 1.82% 10.14%
Number of salaries quoted 5 2 12
Edinburgh median annual salary £67,500 £27,500 £79,500
Median salary % change year-on-year +145.45% -65.41% +59.00%
10th Percentile £56,950 £26,250 £46,825
90th Percentile £85,500 £28,750 £84,250
Scotland median annual salary £62,500 £45,000 £67,500
% change year-on-year +38.89% -33.33% +45.95%

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 397 220 207
As % of all permanent IT jobs advertised in Edinburgh 14.68% 9.49% 6.76%
Number of salaries quoted 276 132 119
Edinburgh median annual salary £45,000 £41,500 £37,000
Median salary % change year-on-year +8.43% +12.16% -9.76%
10th Percentile £30,875 £30,550 £27,350
90th Percentile £66,250 £63,750 £66,500
Scotland median annual salary £45,000 £41,500 £38,500
% change year-on-year +8.43% +7.79% -3.75%

Amazon EC2
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Amazon EC2 in Edinburgh

Amazon EC2
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon EC2 in Edinburgh.

Salary trend for Amazon EC2 in Edinburgh

Amazon EC2
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Amazon EC2 in Edinburgh over the 6 months to 17 November 2017.

Salary histogram for Amazon EC2 in Edinburgh

For the 6 months to 17 November 2017, IT jobs citing Amazon EC2 also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for Amazon EC2.

1 7 (100.00%) Amazon AWS
2 6 (85.71%) Java
2 6 (85.71%) DevOps
3 5 (71.43%) React
3 5 (71.43%) JavaScript
4 4 (57.14%) JSP
4 4 (57.14%) OO
4 4 (57.14%) JBoss
4 4 (57.14%) Tomcat
4 4 (57.14%) MVC
4 4 (57.14%) TDD
4 4 (57.14%) Pair Programming
4 4 (57.14%) Spring
4 4 (57.14%) Cucumber
4 4 (57.14%) Node.js
4 4 (57.14%) Continuous Integration
4 4 (57.14%) Git (software)
4 4 (57.14%) IaaS
4 4 (57.14%) Docker
4 4 (57.14%) Continuous Delivery
4 4 (57.14%) Mentoring
4 4 (57.14%) Coaching
4 4 (57.14%) Redux
5 3 (42.86%) AWS CloudFormation
5 3 (42.86%) Kubernetes
5 3 (42.86%) Ansible
5 3 (42.86%) Jenkins
5 3 (42.86%) RESTful
5 3 (42.86%) Amazon S3
5 3 (42.86%) Microsoft Azure

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 (57.14%) JBoss
1 4 (57.14%) Tomcat
2 1 (14.29%) Elasticsearch
Cloud Services
1 7 (100.00%) Amazon AWS
2 4 (57.14%) IaaS
3 3 (42.86%) Amazon S3
3 3 (42.86%) AWS CloudFormation
3 3 (42.86%) Microsoft Azure
4 1 (14.29%) Amazon EMR
4 1 (14.29%) AWS Lambda
4 1 (14.29%) Google Cloud Platform
4 1 (14.29%) Serverless
Communications & Networking
1 2 (28.57%) Firewall
1 2 (28.57%) VPN
Database & Business Intelligence
1 1 (14.29%) Amazon DynamoDB
1 1 (14.29%) Amazon Redshift
1 1 (14.29%) Apache Cassandra
1 1 (14.29%) Couchbase
1 1 (14.29%) Electronic Patient Records
1 1 (14.29%) MongoDB
1 1 (14.29%) OpenTSDB
1 1 (14.29%) Parquet
1 1 (14.29%) PostgreSQL
Development Applications
1 4 (57.14%) Cucumber
1 4 (57.14%) Git (software)
2 3 (42.86%) Jenkins
3 2 (28.57%) Atlassian Bamboo
3 2 (28.57%) Hudson
4 1 (14.29%) Mocha
General
1 3 (42.86%) Finance
2 2 (28.57%) Banking
Job Titles
1 4 (57.14%) Developer
2 3 (42.86%) JavaScript Developer
3 2 (28.57%) Senior Developer
3 2 (28.57%) Senior JavaScript Developer
4 1 (14.29%) Applications Developer
4 1 (14.29%) DevOps Engineer
4 1 (14.29%) Front End Developer (Client-Side Developer)
4 1 (14.29%) Node.js Developer
4 1 (14.29%) Software Engineer
Libraries, Frameworks & Software Standards
1 5 (71.43%) React
2 4 (57.14%) JSP
2 4 (57.14%) Node.js
2 4 (57.14%) Redux
2 4 (57.14%) Spring
3 3 (42.86%) RESTful
3 3 (42.86%) Web Services
4 2 (28.57%) AngularJS
4 2 (28.57%) Spring MVC
5 1 (14.29%) .NET
5 1 (14.29%) Apache Flex
5 1 (14.29%) Apache Thrift
5 1 (14.29%) Chai
5 1 (14.29%) CSS
5 1 (14.29%) Elastic Stack
5 1 (14.29%) Ember.js
5 1 (14.29%) Enzyme
5 1 (14.29%) HTML
5 1 (14.29%) PostGIS
5 1 (14.29%) Protocol Buffers
Miscellaneous
1 1 (14.29%) Greenfield Project
1 1 (14.29%) User Experience
Operating Systems
1 2 (28.57%) Linux
Processes & Methodologies
1 6 (85.71%) DevOps
2 4 (57.14%) Coaching
2 4 (57.14%) Continuous Delivery
2 4 (57.14%) Continuous Integration
2 4 (57.14%) Mentoring
2 4 (57.14%) MVC
2 4 (57.14%) OO
2 4 (57.14%) Pair Programming
2 4 (57.14%) TDD
3 3 (42.86%) Agile Software Development
4 2 (28.57%) Configuration Management
5 1 (14.29%) BDD
5 1 (14.29%) Extreme Programming
5 1 (14.29%) Front End Development
5 1 (14.29%) Microservices
5 1 (14.29%) Software Engineering
5 1 (14.29%) Web Development
Programming Languages
1 6 (85.71%) Java
2 5 (71.43%) JavaScript
3 3 (42.86%) Python
4 2 (28.57%) ES6
4 2 (28.57%) Ruby
5 1 (14.29%) C#
5 1 (14.29%) Scala
Qualifications
1 1 (14.29%) SC Cleared
1 1 (14.29%) Security Cleared
System Software
1 4 (57.14%) Docker
Systems Management
1 3 (42.86%) Ansible
1 3 (42.86%) Kubernetes
2 2 (28.57%) Docker Swarm
2 2 (28.57%) Opscode Chef
2 2 (28.57%) Packer
2 2 (28.57%) Puppet
2 2 (28.57%) Terraform
3 1 (14.29%) Kibana
3 1 (14.29%) logstash
Vendors
1 1 (14.29%) Google