The following table provides summary statistics for permanent job vacancies advertised in the East Midlands with a requirement for Amazon AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon AWS over the 3 months to 30 April 2017 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England / East Midlands
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 80 84 141
Rank change year-on-year +4 +57  
Permanent jobs citing Amazon AWS 89 102 41
As % of all permanent IT jobs advertised in the East Midlands 3.03% 3.19% 1.12%
As % of the Cloud Services category 25.57% 30.27% 18.55%
Number of salaries quoted 72 78 37
Median salary £50,000 £42,500 £40,000
Median salary % change year-on-year +17.64% +6.25%  
90% offered a salary of more than £29,100 £30,000 £31,500
10% offered a salary of more than £65,000 £71,250 £78,500
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11%  

Amazon AWS 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 the East Midlands with a requirement for cloud computing skills.

Cloud Computing Skills
East Midlands
Permanent job vacancies with a requirement for cloud computing skills 348 337 221
As % of all permanent IT job vacancies advertised in the East Midlands 11.83% 10.54% 6.02%
Number of salaries quoted 287 271 193
Median salary £47,500 £40,000 £45,000
Median salary % change year-on-year +18.75% -11.11%  
90% offered a salary of more than £27,100 £27,750 £24,500
10% offered a salary of more than £70,000 £57,500 £55,000
UK excluding London median salary £45,000 £45,000 £45,000

Amazon AWS
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Amazon AWS in the East Midlands

Amazon AWS
Salary Trend in the East Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon AWS in the East Midlands.

Salary trend for Amazon AWS in the East Midlands

Amazon AWS
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Amazon AWS in the East Midlands over the 3 months to 30 April 2017.

Salary histogram for Amazon AWS in the East Midlands

Amazon AWS
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon AWS within the East Midlands region over the 3 months to 30 April 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
Nottinghamshire +11 48 £52,500 +16.66% 13
Northamptonshire +25 23 £42,500 -5.55% 2
Derbyshire -5 7 £40,000 -5.88%
Lincolnshire - 5 £28,500 - 1
Leicestershire -25 4 £40,000 - 4
Amazon AWS
England

For the 6 months to 30 April 2017, IT jobs citing Amazon AWS 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 East Midlands region with a requirement for Amazon AWS.

1 82 (42.27%) Agile Software Development
2 76 (39.18%) Linux
2 76 (39.18%) Microsoft Azure
3 68 (35.05%) DevOps
4 55 (28.35%) Windows
5 47 (24.23%) Big Data
6 46 (23.71%) Java
7 44 (22.68%) SQL
8 41 (21.13%) MySQL
9 40 (20.62%) Microsoft
10 36 (18.56%) Python
10 36 (18.56%) Web Services
11 33 (17.01%) Finance
11 33 (17.01%) Windows Server
12 31 (15.98%) VMware
12 31 (15.98%) Ansible
13 29 (14.95%) Scrum
13 29 (14.95%) Project Management
14 27 (13.92%) C#
14 27 (13.92%) Ruby
14 27 (13.92%) Hyper-V
14 27 (13.92%) Puppet
15 26 (13.40%) Docker
15 26 (13.40%) AngularJS
15 26 (13.40%) JavaScript
15 26 (13.40%) Tomcat
16 25 (12.89%) OO
16 25 (12.89%) TDD
16 25 (12.89%) Windows Server 2012
17 24 (12.37%) Degree

Amazon AWS
Co-occurring IT Skills in the East Midlands 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 26 (13.40%) Tomcat
2 21 (10.82%) Apache
3 16 (8.25%) Apache Spark
4 11 (5.67%) Jetty
5 10 (5.15%) OpenStack
6 8 (4.12%) JBoss
6 8 (4.12%) nginx
6 8 (4.12%) WebLogic
7 7 (3.61%) Apache Solr
7 7 (3.61%) MS Exchange
7 7 (3.61%) SharePoint
7 7 (3.61%) WebSphere
8 6 (3.09%) Exchange Server 2010
9 5 (2.58%) Elasticsearch
10 3 (1.55%) Exchange Server 2000
10 3 (1.55%) Exchange Server 2003
10 3 (1.55%) Skype for Business
10 3 (1.55%) WebSphere Application Server
11 2 (1.03%) CMS
11 2 (1.03%) Exchange Server 2013
Applications
1 3 (1.55%) Microsoft Excel
2 2 (1.03%) Moqups
Cloud Services
1 76 (39.18%) Microsoft Azure
2 15 (7.73%) Cloud Computing
3 13 (6.70%) Google Cloud Platform
4 11 (5.67%) SaaS
5 9 (4.64%) Office 365
6 5 (2.58%) G Suite
7 4 (2.06%) Amazon EC2
7 4 (2.06%) Amazon S3
7 4 (2.06%) OpenShift
8 3 (1.55%) AWS Elastic Beanstalk
9 2 (1.03%) Amazon SQS
9 2 (1.03%) CloudFront
10 1 (0.52%) Amazon ELB
10 1 (0.52%) AWS CloudFormation
10 1 (0.52%) AWS Lambda
10 1 (0.52%) PaaS
Communications & Networking
1 18 (9.28%) SAN
2 15 (7.73%) DNS
3 10 (5.15%) DHCP
4 9 (4.64%) VLAN
5 7 (3.61%) Firewall
6 6 (3.09%) Cisco Nexus
6 6 (3.09%) Internet
6 6 (3.09%) Skype
7 5 (2.58%) TCP/IP
8 4 (2.06%) LDAP
8 4 (2.06%) NetScaler
9 3 (1.55%) FTP
9 3 (1.55%) ICMP
9 3 (1.55%) LAN
9 3 (1.55%) NAS
9 3 (1.55%) POP3
9 3 (1.55%) SMTP
9 3 (1.55%) SSL
9 3 (1.55%) VPN
9 3 (1.55%) WAN
Database & Business Intelligence
1 47 (24.23%) Big Data
2 41 (21.13%) MySQL
3 23 (11.86%) SQL Server
4 17 (8.76%) Redis
5 16 (8.25%) NoSQL
6 13 (6.70%) MongoDB
7 12 (6.19%) Hadoop
7 12 (6.19%) PostgreSQL
8 7 (3.61%) Apache Cassandra
8 7 (3.61%) BusinessObjects
8 7 (3.61%) Riak
9 5 (2.58%) Couchbase
10 4 (2.06%) Amazon RDS
11 3 (1.55%) BusinessObjects Business Intelligence
11 3 (1.55%) BusinessObjects XI
11 3 (1.55%) QlikView
11 3 (1.55%) SQL Server Reporting Services
12 2 (1.03%) Blockchain
13 1 (0.52%) Azure SQL Database
13 1 (0.52%) DB2
Development Applications
1 15 (7.73%) Git (software)
2 11 (5.67%) Jenkins
3 9 (4.64%) Cucumber
4 8 (4.12%) Selenium
5 5 (2.58%) GitLab
5 5 (2.58%) gulp
5 5 (2.58%) WebDriver
6 3 (1.55%) Bower
6 3 (1.55%) Grunt
6 3 (1.55%) Jasmine
6 3 (1.55%) JIRA
6 3 (1.55%) TeamCity
6 3 (1.55%) Vagrant
7 2 (1.03%) Bitbucket
7 2 (1.03%) webpack
7 2 (1.03%) Yeoman
8 1 (0.52%) Android Studio
8 1 (0.52%) Octopus Deploy
8 1 (0.52%) SonarQube
8 1 (0.52%) Team Foundation Server
General
1 33 (17.01%) Finance
2 16 (8.25%) Retail
3 13 (6.70%) Banking
4 12 (6.19%) Telecoms
5 5 (2.58%) Marketing
6 2 (1.03%) Electronics
7 1 (0.52%) Billing
7 1 (0.52%) Front Office
7 1 (0.52%) Games
Job Titles
1 48 (24.74%) Developer
2 25 (12.89%) DevOps Engineer
3 20 (10.31%) AWS DevOps
4 18 (9.28%) Analyst
5 17 (8.76%) Agile Development Manager
5 17 (8.76%) Development Manager
6 16 (8.25%) AWS DevOps Engineer
6 16 (8.25%) AWS Engineer
7 15 (7.73%) .NET Developer
7 15 (7.73%) C# Developer
8 14 (7.22%) Administrator
8 14 (7.22%) Architect
8 14 (7.22%) PHP Developer
8 14 (7.22%) Software Development Manager
9 13 (6.70%) Server Engineer
10 12 (6.19%) C# .NET Developer
10 12 (6.19%) Senior Developer
10 12 (6.19%) Server Support
11 11 (5.67%) Infrastructure Engineer
11 11 (5.67%) Windows Engineer
Libraries, Frameworks & Software Standards
1 36 (18.56%) Web Services
2 26 (13.40%) AngularJS
3 22 (11.34%) .NET
3 22 (11.34%) HTML
4 17 (8.76%) React
5 16 (8.25%) CSS
5 16 (8.25%) HTML5
6 12 (6.19%) CSS3
6 12 (6.19%) Node.js
7 9 (4.64%) Backbone.js
7 9 (4.64%) Ember.js
8 8 (4.12%) Ruby on Rails
9 7 (3.61%) LAMP
9 7 (3.61%) Lucene
10 6 (3.09%) ASP.NET
10 6 (3.09%) ASP.NET MVC
10 6 (3.09%) jQuery
11 5 (2.58%) Kafka
11 5 (2.58%) Sass
11 5 (2.58%) Symfony
Miscellaneous
1 23 (11.86%) Computer Science
2 21 (10.82%) Greenfield Project
3 16 (8.25%) Data Centre
4 12 (6.19%) Linux Command Line
5 9 (4.64%) Analytical Skills
6 5 (2.58%) Hybrid Cloud
7 4 (2.06%) Clustering
7 4 (2.06%) Enterprise Software
8 3 (1.55%) PKI
9 2 (1.03%) Arduino
9 2 (1.03%) Enterprise Storage
9 2 (1.03%) Foreign Exchange (FX)
9 2 (1.03%) Internet of Things
9 2 (1.03%) Mobile App
9 2 (1.03%) Public Cloud
9 2 (1.03%) Social Media
10 1 (0.52%) Fintech
10 1 (0.52%) iPad
10 1 (0.52%) Replication
Operating Systems
1 76 (39.18%) Linux
2 55 (28.35%) Windows
3 33 (17.01%) Windows Server
4 25 (12.89%) Windows Server 2012
5 13 (6.70%) Windows Server 2008
6 10 (5.15%) Mac OS X
6 10 (5.15%) Red Hat Enterprise Linux
7 9 (4.64%) Data ONTAP
7 9 (4.64%) Ubuntu
8 8 (4.12%) Unix
9 7 (3.61%) Android
9 7 (3.61%) CentOS
10 6 (3.09%) Apple iOS
10 6 (3.09%) Windows Server 2003
11 3 (1.55%) Windows 2000 Server
12 2 (1.03%) Fedora
13 1 (0.52%) Windows 7
13 1 (0.52%) Windows 8
Processes & Methodologies
1 82 (42.27%) Agile Software Development
2 68 (35.05%) DevOps
3 29 (14.95%) Project Management
3 29 (14.95%) Scrum
4 25 (12.89%) OO
4 25 (12.89%) TDD
5 22 (11.34%) Continuous Integration
6 19 (9.79%) Open Source
7 18 (9.28%) Disaster Recovery
8 17 (8.76%) Stakeholder Management
9 16 (8.25%) Migration
10 15 (7.73%) SDLC
10 15 (7.73%) Server Virtualisation
10 15 (7.73%) Web Development
11 14 (7.22%) BDD
11 14 (7.22%) ITIL
11 14 (7.22%) Mentoring
11 14 (7.22%) Software Engineering
12 13 (6.70%) MVC
13 12 (6.19%) Test Automation
Programming Languages
1 46 (23.71%) Java
2 44 (22.68%) SQL
3 36 (18.56%) Python
4 27 (13.92%) C#
4 27 (13.92%) Ruby
5 26 (13.40%) JavaScript
6 24 (12.37%) PHP
7 16 (8.25%) PowerShell
8 9 (4.64%) Go
9 8 (4.12%) Bash Shell
10 6 (3.09%) Scala
11 4 (2.06%) Perl
12 3 (1.55%) PHP 7
12 3 (1.55%) VBA
13 2 (1.03%) ES6
13 2 (1.03%) Shell Script
14 1 (0.52%) C
Qualifications
1 24 (12.37%) Degree
2 5 (2.58%) Microsoft Certification
3 4 (2.06%) Cisco Certification
3 4 (2.06%) MCSA
3 4 (2.06%) MCSE
3 4 (2.06%) Security Cleared
4 3 (1.55%) CCNA
5 2 (1.03%) CCNP
5 2 (1.03%) MCP
5 2 (1.03%) RHCT
6 1 (0.52%) AWS Certification
6 1 (0.52%) CCIP
6 1 (0.52%) CCSP
6 1 (0.52%) MCITP
Quality Assurance & Compliance
1 6 (3.09%) GCP
1 6 (3.09%) SLA
2 5 (2.58%) QA
2 5 (2.58%) SDET
3 2 (1.03%) COBIT
4 1 (0.52%) Data Quality
4 1 (0.52%) ISO/IEC 27001
4 1 (0.52%) PCI DSS
System Software
1 27 (13.92%) Hyper-V
2 26 (13.40%) Docker
3 20 (10.31%) VMware Infrastructure
4 15 (7.73%) vSphere
5 12 (6.19%) Active Directory
6 3 (1.55%) VMware ESX
6 3 (1.55%) Xen
6 3 (1.55%) XenDesktop
7 2 (1.03%) NFS
7 2 (1.03%) Postfix
7 2 (1.03%) vCloud
7 2 (1.03%) XenServer
8 1 (0.52%) Microsoft App-V
8 1 (0.52%) Shibboleth
8 1 (0.52%) VirtualBox
8 1 (0.52%) VMware Server
8 1 (0.52%) XenApp
Systems Management
1 31 (15.98%) Ansible
2 27 (13.92%) Puppet
3 22 (11.34%) Opscode Chef
4 14 (7.22%) Kubernetes
5 12 (6.19%) SCCM
6 10 (5.15%) Terraform
7 8 (4.12%) SCOM
8 5 (2.58%) Kibana
8 5 (2.58%) logstash
8 5 (2.58%) Mesos
8 5 (2.58%) Salt
9 4 (2.06%) SCOrch
10 3 (1.55%) Microsoft Clustering
11 2 (1.03%) HAProxy
12 1 (0.52%) Cisco Prime
12 1 (0.52%) Cobbler
12 1 (0.52%) Hadoop YARN
12 1 (0.52%) Nagios
12 1 (0.52%) Rancher
12 1 (0.52%) Tivoli
Vendors
1 40 (20.62%) Microsoft
2 31 (15.98%) VMware
3 19 (9.79%) Oracle
4 16 (8.25%) Google
5 13 (6.70%) Citrix
5 13 (6.70%) Red Hat
6 11 (5.67%) Cisco
7 10 (5.15%) NetApp
8 6 (3.09%) SAP
9 4 (2.06%) Rackspace
10 3 (1.55%) Attivio
10 3 (1.55%) F5
10 3 (1.55%) Tableau
11 2 (1.03%) Adobe
11 2 (1.03%) EnterpriseDB
11 2 (1.03%) Facebook
11 2 (1.03%) Meraki
11 2 (1.03%) SolarWinds
11 2 (1.03%) Twitter
11 2 (1.03%) Zend
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