The following table provides summary statistics for permanent job vacancies advertised in Wales 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 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Amazon AWS Elastic Compute Cloud (EC2)
UK / Wales
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 85 - 106
Rank change year-on-year - 0  
Permanent jobs citing Amazon EC2 4 0 4
As % of all permanent IT jobs advertised in Wales 0.40% - 0.28%
As % of the Cloud Services category 2.65% - 3.08%
Number of salaries quoted 3 0 2
Median salary £45,000 - £40,250
90% offered a salary of more than £31,854 - £38,050
10% offered a salary of more than £77,000 - £42,450
UK excluding London median salary £47,500 £53,500 £50,000
% change year-on-year -11.21% +7.00%  

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

Cloud Computing Skills
Wales
Permanent job vacancies with a requirement for cloud computing skills 151 142 130
As % of all permanent IT job vacancies advertised in Wales 15.07% 11.02% 9.03%
Number of salaries quoted 140 125 97
Median salary £41,500 £41,500 £37,500
Median salary % change year-on-year - +10.66%  
90% offered a salary of more than £28,567 £25,000 £24,000
10% offered a salary of more than £55,242 £57,500 £60,000
UK excluding London median salary £46,000 £47,000 £45,000
% change year-on-year -2.12% +4.44%  

Amazon EC2
Job Vacancy Trend in Wales

The job posting trend of jobs advertised in Wales citing Amazon EC2 as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

Job vacancy trend for Amazon EC2 in Wales

Amazon EC2
Salary Trend in Wales

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

Salary trend for Amazon EC2 in Wales

Amazon EC2
Salary Histogram in Wales

The salary distribution of IT jobs citing Amazon EC2 in Wales over the 3 months to 22 June 2017.

Salary histogram for Amazon EC2 in Wales

Amazon EC2
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EC2 within the Wales region over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales - 4 £45,000 -
Amazon EC2
UK

For the 6 months to 22 June 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 Wales region with a requirement for Amazon EC2.

1 6 (100.00%) Amazon AWS
2 5 (83.33%) Elasticsearch
2 5 (83.33%) Java
2 5 (83.33%) Linux
3 4 (66.67%) Python
3 4 (66.67%) Business Intelligence
3 4 (66.67%) JavaScript
3 4 (66.67%) C
3 4 (66.67%) C#
3 4 (66.67%) C++
3 4 (66.67%) .NET
3 4 (66.67%) Data Security
3 4 (66.67%) Agile Software Development
3 4 (66.67%) Artificial Intelligence
3 4 (66.67%) Hadoop
3 4 (66.67%) Visualisation
3 4 (66.67%) Apache Spark
3 4 (66.67%) API Development
3 4 (66.67%) Cross-Platform Development
3 4 (66.67%) Parallel Computing
3 4 (66.67%) CUDA
3 4 (66.67%) NoSQL
3 4 (66.67%) Data Visualisation
3 4 (66.67%) Machine Learning
3 4 (66.67%) Big Data
3 4 (66.67%) AngularJS
3 4 (66.67%) Amazon DynamoDB
3 4 (66.67%) Microsoft Azure
4 2 (33.33%) Amazon CloudWatch
4 2 (33.33%) DevOps

Amazon EC2
Co-occurring IT Skills in Wales 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 5 (83.33%) Elasticsearch
2 4 (66.67%) Apache Spark
3 1 (16.67%) WebLogic
Cloud Services
1 6 (100.00%) Amazon AWS
2 4 (66.67%) Microsoft Azure
3 2 (33.33%) Amazon CloudWatch
3 2 (33.33%) Amazon S3
4 1 (16.67%) Amazon ElastiCache
4 1 (16.67%) Amazon ELB
4 1 (16.67%) AWS OpsWorks
4 1 (16.67%) CloudFront
4 1 (16.67%) Route 53
4 1 (16.67%) Virtual Private Cloud
Communications & Networking
1 1 (16.67%) DSL
1 1 (16.67%) IPsec
1 1 (16.67%) SSL
1 1 (16.67%) VPN
Database & Business Intelligence
1 4 (66.67%) Amazon DynamoDB
1 4 (66.67%) Big Data
1 4 (66.67%) Hadoop
1 4 (66.67%) NoSQL
2 1 (16.67%) Amazon RDS
2 1 (16.67%) Amazon Redshift
2 1 (16.67%) MongoDB
Development Applications
1 1 (16.67%) Cucumber
1 1 (16.67%) Git (software)
1 1 (16.67%) Jenkins
1 1 (16.67%) Selenium
General
1 1 (16.67%) Advertising
1 1 (16.67%) Games
Job Titles
1 2 (33.33%) Architect
1 2 (33.33%) Developer
2 1 (16.67%) C# Developer
2 1 (16.67%) C# Software Engineer
2 1 (16.67%) Chief Architect
2 1 (16.67%) Chief Solutions Architect
2 1 (16.67%) DevOps Engineer
2 1 (16.67%) Full Stack Developer
2 1 (16.67%) Graduate
2 1 (16.67%) Graduate Developer
2 1 (16.67%) Infrastructure Architect
2 1 (16.67%) Infrastructure Solutions Architect
2 1 (16.67%) Junior
2 1 (16.67%) Junior Developer
2 1 (16.67%) Software Architect
2 1 (16.67%) Software Engineer
2 1 (16.67%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (66.67%) .NET
1 4 (66.67%) AngularJS
2 1 (16.67%) Java EE
Miscellaneous
1 4 (66.67%) CUDA
Operating Systems
1 5 (83.33%) Linux
Processes & Methodologies
1 4 (66.67%) Agile Software Development
1 4 (66.67%) API Development
1 4 (66.67%) Artificial Intelligence
1 4 (66.67%) Business Intelligence
1 4 (66.67%) Cross-Platform Development
1 4 (66.67%) Data Security
1 4 (66.67%) Data Visualisation
1 4 (66.67%) Machine Learning
1 4 (66.67%) Parallel Computing
1 4 (66.67%) Visualisation
2 2 (33.33%) DevOps
3 1 (16.67%) Change Management
3 1 (16.67%) Dashboard Development
3 1 (16.67%) High Availability
3 1 (16.67%) Load Balancing
3 1 (16.67%) Migration
3 1 (16.67%) Software Engineering
Programming Languages
1 5 (83.33%) Java
2 4 (66.67%) C
2 4 (66.67%) C#
2 4 (66.67%) C++
2 4 (66.67%) JavaScript
2 4 (66.67%) Python
3 1 (16.67%) Perl
Systems Management
1 1 (16.67%) Ansible
1 1 (16.67%) Grafana
1 1 (16.67%) Kibana
1 1 (16.67%) Marathon
1 1 (16.67%) Mesos
1 1 (16.67%) Prometheus
1 1 (16.67%) Rundeck
1 1 (16.67%) Terraform
Vendors
1 1 (16.67%) Oracle