The table below looks at the statistics for Amazon AWS skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Amazon AWS over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Amazon Web Services (AWS)
Rank 76 99 111
Rank change year-on-year
+23 +12
Permanent jobs citing Amazon AWS 72 68 69
As % of all permanent IT jobs located in Scotland 2.87% 2.04% 1.90%
As % of the Cloud Services category 29.15% 34.87% 37.70%
Number of salaries quoted 42 36 47
Median salary £42,500 £37,750 £50,000
Median salary % change year-on-year
+12.58% -24.50%
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +11.11%
Amazon AWS
UK

The following table is for comparison with the above and provides statistics for the entire Cloud Services category in permanent jobs advertised in the Scotland region.

Cloud Services Category
Scotland
Permanent IT job ads with a match in the
Cloud Services category
247 195 183
As % of all permanent IT jobs located in Scotland 9.86% 5.85% 5.04%
Number of salaries quoted 182 112 118
Median salary £42,500 £40,000 £43,750
Median salary % change year-on-year
+6.25% -8.57%
90% offered a salary of more than £30,000 £29,500 £28,450
10% offered a salary of more than £51,500 £50,000 £79,500
UK excluding London median salary £47,500 £45,000 £44,000
% change year-on-year
+5.55% +2.27%

Amazon AWS
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Amazon AWS as a proportion of all IT jobs with a match in the Cloud Services category.

Amazon AWS Jobs Demand Trend in Scotland

Amazon AWS
Salary Trend in Scotland

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

Amazon AWS Salary Trend in Scotland

Amazon AWS
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Amazon AWS across the Scotland region over the 3 months to 29 September 2016.

Amazon AWS Salary Histogram in Scotland

Amazon AWS
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 AWS within the Scotland region over the 3 months to 29 September 2016. 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
(Click see detailed
statistics and trends)
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
Glasgow +32 37 £45,875 +20.72% 8
Edinburgh -8 23 £40,000 +18.51% 5
Renfrewshire 0 5 £42,500 -
West Lothian - 3 £37,000 - 1
Dundee - 1 £45,000 -
Falkirk - 1 £39,000 -
South Lanarkshire - 1 - -
Amazon AWS
UK

Amazon AWS
Top 30 Related IT Skills in Scotland

For the 6 months to 29 September 2016, 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 Scotland region with a requirement for Amazon AWS.

1 77 (57.89%) Microsoft Azure
2 66 (49.62%) Agile Software Development
2 66 (49.62%) Java
3 63 (47.37%) Linux
4 61 (45.86%) Windows
5 56 (42.11%) Finance
6 46 (34.59%) Docker
7 44 (33.08%) PaaS
8 42 (31.58%) Configuration Management
8 42 (31.58%) Amazon S3
9 41 (30.83%) Degree
9 41 (30.83%) Web Services
9 41 (30.83%) Python
9 41 (30.83%) SDLC
10 40 (30.08%) DevOps
10 40 (30.08%) Amazon EC2
10 40 (30.08%) TDD
11 39 (29.32%) NoSQL
12 35 (26.32%) IaaS
12 35 (26.32%) Hybrid Cloud
12 35 (26.32%) CSS
12 35 (26.32%) HTML
13 34 (25.56%) Unix
14 32 (24.06%) Visualisation
14 32 (24.06%) Continuous Integration
14 32 (24.06%) Amazon CloudWatch
14 32 (24.06%) Kubernetes
14 32 (24.06%) Mesos
14 32 (24.06%) Machine Learning
15 31 (23.31%) Analytics

Amazon AWS
Top Related IT Skills in Scotland 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 12 (9.02%) Apache Qpid
1 12 (9.02%) Cloud Foundry
2 4 (3.01%) JBoss
2 4 (3.01%) SharePoint
3 3 (2.26%) CMS
3 3 (2.26%) MS Exchange
4 2 (1.50%) Apache
4 2 (1.50%) Elasticsearch
4 2 (1.50%) Exchange Server 2007
4 2 (1.50%) Exchange Server 2010
4 2 (1.50%) Exchange Server 2013
4 2 (1.50%) SAS
4 2 (1.50%) SharePoint 2010
4 2 (1.50%) SharePoint 2013
4 2 (1.50%) Skype for Business
4 2 (1.50%) Tomcat
5 1 (0.75%) Apache Solr
5 1 (0.75%) Apache Spark
5 1 (0.75%) Confluence
5 1 (0.75%) nginx
Applications
1 7 (5.26%) MS Excel
2 2 (1.50%) MS Project
Business Applications
1 1 (0.75%) Adobe Campaign
1 1 (0.75%) FastStats
Cloud Services
1 77 (57.89%) Microsoft Azure
2 44 (33.08%) PaaS
3 42 (31.58%) Amazon S3
4 40 (30.08%) Amazon EC2
5 35 (26.32%) IaaS
6 32 (24.06%) Amazon CloudWatch
7 20 (15.04%) SaaS
8 18 (13.53%) Google Cloud Platform
9 14 (10.53%) GitHub
9 14 (10.53%) Google Compute Engine
10 13 (9.77%) Heroku
11 12 (9.02%) Google App Engine
12 10 (7.52%) Cloud Computing
13 6 (4.51%) Office 365
14 5 (3.76%) Amazon SQS
14 5 (3.76%) AWS Lambda
15 4 (3.01%) AWS Elastic Beanstalk
16 3 (2.26%) Amazon ELB
16 3 (2.26%) DigitalOcean
17 2 (1.50%) Google Apps
Communications & Networking
1 16 (12.03%) Internet
2 14 (10.53%) Firewall
3 13 (9.77%) HTTP
4 12 (9.02%) AMQP
4 12 (9.02%) Software-Defined Networking
5 5 (3.76%) SAN
6 3 (2.26%) DNS
6 3 (2.26%) TCP/IP
6 3 (2.26%) VPN
7 2 (1.50%) DHCP
8 1 (0.75%) Ethernet
8 1 (0.75%) MPLS
8 1 (0.75%) SMTP
8 1 (0.75%) VLAN
8 1 (0.75%) VoIP
8 1 (0.75%) WAN
Database & Business Intelligence
1 39 (29.32%) NoSQL
2 23 (17.29%) MongoDB
3 20 (15.04%) MySQL
4 18 (13.53%) PostgreSQL
5 15 (11.28%) Relational Database
6 14 (10.53%) RDBMS
7 13 (9.77%) Apache Cassandra
8 11 (8.27%) SQL Server
9 7 (5.26%) Amazon RDS
9 7 (5.26%) Big Data
10 4 (3.01%) SQL Server Integration Services
10 4 (3.01%) SQL Server Reporting Services
11 3 (2.26%) SQL Server 2008
11 3 (2.26%) SQL Server 2012
11 3 (2.26%) SQL Server Analysis Services
12 2 (1.50%) Amazon Redshift
12 2 (1.50%) Data Warehouse
12 2 (1.50%) DB2
12 2 (1.50%) Oracle Reports
12 2 (1.50%) SAS Enterprise Guide
Development Applications
1 20 (15.04%) Jenkins
2 13 (9.77%) Atlassian Bamboo
3 12 (9.02%) Git (software)
4 9 (6.77%) Grunt
4 9 (6.77%) gulp
5 5 (3.76%) Jasmine
5 5 (3.76%) Karma Test Runner
5 5 (3.76%) Maven
5 5 (3.76%) Mocha
5 5 (3.76%) PHPUnit
5 5 (3.76%) Subversion
6 2 (1.50%) Gradle
6 2 (1.50%) Vagrant
7 1 (0.75%) Ant
7 1 (0.75%) Bower
7 1 (0.75%) GCC
7 1 (0.75%) JIRA
7 1 (0.75%) NuGet
7 1 (0.75%) Sonatype Nexus
7 1 (0.75%) Travis CI
General
1 56 (42.11%) Finance
2 12 (9.02%) Billing
2 12 (9.02%) Games
3 11 (8.27%) Banking
4 9 (6.77%) Telecoms
5 2 (1.50%) Marketing
6 1 (0.75%) Advertising
6 1 (0.75%) Aerospace
6 1 (0.75%) Manufacturing
6 1 (0.75%) Retail
Job Titles
1 52 (39.10%) Developer
2 22 (16.54%) Cloud Developer
3 18 (13.53%) Architect
3 18 (13.53%) Cloud Engineer
4 15 (11.28%) Full Stack Developer
5 14 (10.53%) Cloud Architect
6 12 (9.02%) Service Architect
7 10 (7.52%) Java Developer
7 10 (7.52%) Senior Developer
8 9 (6.77%) Development Engineer
8 9 (6.77%) DevOps Engineer
8 9 (6.77%) Monitoring Engineer
9 6 (4.51%) Infrastructure Engineer
10 5 (3.76%) AWS Engineer
10 5 (3.76%) Infrastructure Manager
11 4 (3.01%) C++ Developer
11 4 (3.01%) Cloud Infrastructure Engineer
11 4 (3.01%) Performance Tester
11 4 (3.01%) PHP Developer
11 4 (3.01%) Solutions Architect
Libraries, Frameworks & Software Standards
1 41 (30.83%) Web Services
2 35 (26.32%) CSS
2 35 (26.32%) HTML
3 28 (21.05%) jQuery
4 26 (19.55%) REST
5 23 (17.29%) CSS3
6 22 (16.54%) HTML5
7 13 (9.77%) Java EE
8 12 (9.02%) RabbitMQ
9 9 (6.77%) .NET
9 9 (6.77%) Node.js
10 7 (5.26%) AngularJS
11 5 (3.76%) LESS
12 4 (3.01%) Spring
12 4 (3.01%) Unity (Game Engine)
12 4 (3.01%) Unreal Engine
13 3 (2.26%) ASP.NET
13 3 (2.26%) Hibernate
13 3 (2.26%) OOCSS
13 3 (2.26%) Twitter Bootstrap
Miscellaneous
1 35 (26.32%) Hybrid Cloud
2 32 (24.06%) Visualisation
3 22 (16.54%) Virtual Team
4 20 (15.04%) Data Centre
5 12 (9.02%) Blog
6 8 (6.02%) Mobile App
7 5 (3.76%) Replication
8 3 (2.26%) Analytical Skills
8 3 (2.26%) Augmented Reality
8 3 (2.26%) Public Cloud
8 3 (2.26%) Statistics
9 2 (1.50%) Computer Science
9 2 (1.50%) Data Extraction
9 2 (1.50%) Enterprise Software
10 1 (0.75%) Algorithms
10 1 (0.75%) Clustering
10 1 (0.75%) Data Structures
10 1 (0.75%) iPhone
10 1 (0.75%) PKI
10 1 (0.75%) User Experience
Operating Systems
1 63 (47.37%) Linux
2 61 (45.86%) Windows
3 34 (25.56%) Unix
4 13 (9.77%) Windows Server
5 9 (6.77%) Windows Server 2012
6 6 (4.51%) Android
6 6 (4.51%) Apple iOS
7 4 (3.01%) CentOS
7 4 (3.01%) Windows Server 2008
8 3 (2.26%) Red Hat Enterprise Linux
8 3 (2.26%) Windows Server 2003
9 2 (1.50%) Debian
9 2 (1.50%) VMS
9 2 (1.50%) Windows 7
9 2 (1.50%) Windows 8
9 2 (1.50%) Windows Vista
9 2 (1.50%) Windows XP
10 1 (0.75%) Mac OS X
10 1 (0.75%) Ubuntu
Processes & Methodologies
1 66 (49.62%) Agile Software Development
2 42 (31.58%) Configuration Management
3 41 (30.83%) SDLC
4 40 (30.08%) DevOps
4 40 (30.08%) TDD
5 32 (24.06%) Continuous Integration
5 32 (24.06%) Machine Learning
6 31 (23.31%) Analytics
6 31 (23.31%) Service Delivery
6 31 (23.31%) Software Distribution
7 29 (21.80%) Performance Monitoring
8 28 (21.05%) Microservices
9 27 (20.30%) Software Engineering
10 25 (18.80%) BDD
10 25 (18.80%) SOA
11 16 (12.03%) Open Source
11 16 (12.03%) Web Development
12 15 (11.28%) Automated Testing
12 15 (11.28%) Continuous Delivery
12 15 (11.28%) Use Case
Programming Languages
1 66 (49.62%) Java
2 41 (30.83%) Python
3 27 (20.30%) C#
4 18 (13.53%) JavaScript
5 16 (12.03%) C++
6 14 (10.53%) Ruby
7 13 (9.77%) Perl
8 12 (9.02%) SQL
9 10 (7.52%) PowerShell
10 9 (6.77%) PHP
11 4 (3.01%) Bash Shell
12 2 (1.50%) SAS Macro
12 2 (1.50%) T-SQL
13 1 (0.75%) C
13 1 (0.75%) Delphi
13 1 (0.75%) Groovy
13 1 (0.75%) PHP 5
13 1 (0.75%) Scala
13 1 (0.75%) Shell Script
13 1 (0.75%) Tcl
Qualifications
1 41 (30.83%) Degree
2 4 (3.01%) MCSE
2 4 (3.01%) Microsoft Certification
3 2 (1.50%) MCTS
3 2 (1.50%) VMware Certified Professional (VCP)
4 1 (0.75%) CISSP
4 1 (0.75%) MCITP
4 1 (0.75%) MCSA
4 1 (0.75%) Postgraduate
Quality Assurance & Compliance
1 3 (2.26%) SLA
2 2 (1.50%) PCI DSS
3 1 (0.75%) ISO22301
3 1 (0.75%) QA
System Software
1 46 (34.59%) Docker
2 9 (6.77%) Hyper-V
3 7 (5.26%) Active Directory
3 7 (5.26%) VMware Infrastructure
4 4 (3.01%) vSphere
5 2 (1.50%) Xen
6 1 (0.75%) iptables
6 1 (0.75%) Terminal Server
6 1 (0.75%) VirtualBox
Systems Management
1 32 (24.06%) Kubernetes
1 32 (24.06%) Mesos
2 22 (16.54%) Opscode Chef
3 21 (15.79%) Puppet
4 12 (9.02%) CFEngine
5 9 (6.77%) Ansible
6 3 (2.26%) SCCM
6 3 (2.26%) SCOM
7 2 (1.50%) Backup Exec
7 2 (1.50%) Symantec Enterprise Vault
8 1 (0.75%) Capistrano
8 1 (0.75%) cPanel
8 1 (0.75%) Packer
8 1 (0.75%) Terraform
8 1 (0.75%) yum
Vendors
1 20 (15.04%) Google
2 19 (14.29%) Microsoft
3 16 (12.03%) Oracle
4 12 (9.02%) Sybase
5 9 (6.77%) VMware
6 5 (3.76%) Cisco
6 5 (3.76%) Rackspace
7 3 (2.26%) NetApp
7 3 (2.26%) Red Hat
8 2 (1.50%) CommVault
8 2 (1.50%) EMC
8 2 (1.50%) HP
8 2 (1.50%) SolarWinds
8 2 (1.50%) Symantec
9 1 (0.75%) Adobe
9 1 (0.75%) DevExpress
9 1 (0.75%) MicroStrategy
9 1 (0.75%) SonicWALL
9 1 (0.75%) Telerik
9 1 (0.75%) WatchGuard
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