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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Amazon Web Services (AWS)
Rank 95 96 110
Rank change year-on-year
+1 +14
Permanent jobs citing Amazon AWS 56 72 61
As % of all permanent IT jobs located in Scotland 2.05% 2.17% 1.66%
As % of the Cloud Services category 22.67% 37.11% 35.06%
Number of salaries quoted 26 34 37
Median salary £40,000 £45,000 £50,000
Median salary % change year-on-year
-11.11% -10.00%
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
247 194 174
As % of all permanent IT jobs located in Scotland 9.04% 5.86% 4.73%
Number of salaries quoted 174 107 115
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £27,500 £28,500 £28,500
10% offered a salary of more than £62,500 £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 31 August 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 31 August 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 +18 34 £45,875 -3.42% 3
Edinburgh -14 16 £35,000 -15.66% 3
West Lothian - 2 £37,000 - 1
Dundee +16 1 £45,000 - 1
Renfrewshire -2 1 £42,500 - 1
Falkirk - 1 £39,000 -
Amazon AWS
UK

Amazon AWS
Top 30 Related IT Skills in Scotland

For the 6 months to 31 August 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 72 (63.16%) Microsoft Azure
2 61 (53.51%) Java
2 61 (53.51%) Windows
3 56 (49.12%) Linux
4 54 (47.37%) Agile Software Development
5 50 (43.86%) Finance
6 45 (39.47%) PaaS
6 45 (39.47%) Docker
7 41 (35.96%) Configuration Management
8 40 (35.09%) NoSQL
9 39 (34.21%) TDD
9 39 (34.21%) Degree
10 37 (32.46%) Amazon S3
10 37 (32.46%) DevOps
10 37 (32.46%) SDLC
11 36 (31.58%) Amazon EC2
12 35 (30.70%) Web Services
12 35 (30.70%) Python
12 35 (30.70%) Hybrid Cloud
13 34 (29.82%) IaaS
13 34 (29.82%) Unix
14 32 (28.07%) Amazon CloudWatch
14 32 (28.07%) Kubernetes
14 32 (28.07%) Mesos
15 31 (27.19%) Machine Learning
15 31 (27.19%) Software Distribution
16 30 (26.32%) CSS
16 30 (26.32%) HTML
16 30 (26.32%) Service Delivery
17 29 (25.44%) Visualisation

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 (10.53%) Apache Qpid
1 12 (10.53%) Cloud Foundry
2 5 (4.39%) JBoss
3 3 (2.63%) CMS
3 3 (2.63%) MS Exchange
3 3 (2.63%) SharePoint
4 2 (1.75%) Apache
4 2 (1.75%) Apache Solr
4 2 (1.75%) Elasticsearch
4 2 (1.75%) Exchange Server 2007
4 2 (1.75%) Exchange Server 2010
4 2 (1.75%) Exchange Server 2013
4 2 (1.75%) Skype for Business
4 2 (1.75%) Tomcat
5 1 (0.88%) nginx
5 1 (0.88%) SharePoint 2010
5 1 (0.88%) SharePoint 2013
5 1 (0.88%) WebSphere
Applications
1 8 (7.02%) MS Excel
2 4 (3.51%) MS Project
Business Applications
1 1 (0.88%) Oracle EBS
1 1 (0.88%) Oracle Retail
Cloud Services
1 72 (63.16%) Microsoft Azure
2 45 (39.47%) PaaS
3 37 (32.46%) Amazon S3
4 36 (31.58%) Amazon EC2
5 34 (29.82%) IaaS
6 32 (28.07%) Amazon CloudWatch
7 19 (16.67%) SaaS
8 16 (14.04%) Google Cloud Platform
9 14 (12.28%) GitHub
9 14 (12.28%) Google Compute Engine
10 12 (10.53%) Google App Engine
10 12 (10.53%) Heroku
11 10 (8.77%) Cloud Computing
12 5 (4.39%) Office 365
13 4 (3.51%) Amazon SQS
13 4 (3.51%) AWS Lambda
14 2 (1.75%) AWS Elastic Beanstalk
14 2 (1.75%) Azure Active Directory
14 2 (1.75%) DigitalOcean
14 2 (1.75%) Google Apps
Communications & Networking
1 18 (15.79%) Internet
2 13 (11.40%) Firewall
2 13 (11.40%) HTTP
3 12 (10.53%) AMQP
3 12 (10.53%) Software-Defined Networking
4 5 (4.39%) SAN
5 3 (2.63%) DNS
5 3 (2.63%) VPN
6 2 (1.75%) DHCP
6 2 (1.75%) TCP/IP
7 1 (0.88%) Ethernet
7 1 (0.88%) MPLS
7 1 (0.88%) SMTP
7 1 (0.88%) VLAN
7 1 (0.88%) VoIP
7 1 (0.88%) WAN
Database & Business Intelligence
1 40 (35.09%) NoSQL
2 22 (19.30%) MongoDB
3 20 (17.54%) MySQL
4 17 (14.91%) PostgreSQL
5 15 (13.16%) Relational Database
6 14 (12.28%) Apache Cassandra
7 13 (11.40%) RDBMS
8 10 (8.77%) SQL Server
9 4 (3.51%) Big Data
9 4 (3.51%) SQL Server Integration Services
9 4 (3.51%) SQL Server Reporting Services
10 3 (2.63%) SQL Server 2008
10 3 (2.63%) SQL Server 2012
10 3 (2.63%) SQL Server Analysis Services
11 2 (1.75%) Amazon RDS
11 2 (1.75%) Hadoop
Development Applications
1 20 (17.54%) Jenkins
2 13 (11.40%) Atlassian Bamboo
3 8 (7.02%) Grunt
3 8 (7.02%) gulp
4 6 (5.26%) Git (software)
4 6 (5.26%) Maven
5 4 (3.51%) Jasmine
5 4 (3.51%) Karma Test Runner
5 4 (3.51%) Mocha
5 4 (3.51%) PHPUnit
6 3 (2.63%) Gradle
7 2 (1.75%) Ant
7 2 (1.75%) JUnit
7 2 (1.75%) Vagrant
8 1 (0.88%) Bower
8 1 (0.88%) GCC
8 1 (0.88%) NuGet
8 1 (0.88%) Sonatype Nexus
8 1 (0.88%) Travis CI
General
1 50 (43.86%) Finance
2 13 (11.40%) Billing
3 6 (5.26%) Banking
4 4 (3.51%) Games
4 4 (3.51%) Telecoms
5 2 (1.75%) Marketing
6 1 (0.88%) Retail
Job Titles
1 40 (35.09%) Developer
2 22 (19.30%) Cloud Developer
3 20 (17.54%) Architect
4 18 (15.79%) Cloud Engineer
5 15 (13.16%) Cloud Architect
6 14 (12.28%) Full Stack Developer
7 12 (10.53%) Service Architect
8 10 (8.77%) Java Developer
9 9 (7.89%) Development Engineer
9 9 (7.89%) Monitoring Engineer
10 8 (7.02%) DevOps Engineer
11 7 (6.14%) AWS Engineer
12 6 (5.26%) Infrastructure Manager
13 5 (4.39%) Cloud Infrastructure Manager
13 5 (4.39%) Senior Developer
14 4 (3.51%) Azure Engineer
14 4 (3.51%) Infrastructure Engineer
14 4 (3.51%) PHP Developer
14 4 (3.51%) Solutions Architect
14 4 (3.51%) Systems Engineer
Libraries, Frameworks & Software Standards
1 35 (30.70%) Web Services
2 30 (26.32%) CSS
2 30 (26.32%) HTML
3 28 (24.56%) jQuery
4 24 (21.05%) REST
5 23 (20.18%) CSS3
6 22 (19.30%) HTML5
7 13 (11.40%) Java EE
8 12 (10.53%) RabbitMQ
9 8 (7.02%) AngularJS
9 8 (7.02%) Node.js
10 5 (4.39%) LESS
10 5 (4.39%) Spring
11 4 (3.51%) .NET
12 3 (2.63%) COM
12 3 (2.63%) KnockoutJS
12 3 (2.63%) OOCSS
12 3 (2.63%) RESTful
12 3 (2.63%) Sass
12 3 (2.63%) Twitter Bootstrap
Miscellaneous
1 35 (30.70%) Hybrid Cloud
2 29 (25.44%) Visualisation
3 24 (21.05%) Data Centre
4 22 (19.30%) Virtual Team
5 12 (10.53%) Blog
6 4 (3.51%) Mobile App
6 4 (3.51%) Replication
7 3 (2.63%) Enterprise Software
7 3 (2.63%) Public Cloud
8 2 (1.75%) Statistics
9 1 (0.88%) Analytical Skills
9 1 (0.88%) Clustering
9 1 (0.88%) Computer Science
9 1 (0.88%) EPoS
9 1 (0.88%) iPad
9 1 (0.88%) iPhone
9 1 (0.88%) PKI
9 1 (0.88%) User Experience
Operating Systems
1 61 (53.51%) Windows
2 56 (49.12%) Linux
3 34 (29.82%) Unix
4 12 (10.53%) Windows Server
5 7 (6.14%) Windows Server 2012
6 3 (2.63%) Windows Server 2003
6 3 (2.63%) Windows Server 2008
7 2 (1.75%) Android
7 2 (1.75%) Apple iOS
7 2 (1.75%) CentOS
7 2 (1.75%) Debian
7 2 (1.75%) Red Hat Enterprise Linux
7 2 (1.75%) VMS
8 1 (0.88%) Mac OS X
8 1 (0.88%) Windows 7
8 1 (0.88%) Windows 8
8 1 (0.88%) Windows Vista
8 1 (0.88%) Windows XP
Processes & Methodologies
1 54 (47.37%) Agile Software Development
2 41 (35.96%) Configuration Management
3 39 (34.21%) TDD
4 37 (32.46%) DevOps
4 37 (32.46%) SDLC
5 31 (27.19%) Machine Learning
5 31 (27.19%) Software Distribution
6 30 (26.32%) Service Delivery
7 29 (25.44%) Analytics
7 29 (25.44%) Continuous Integration
7 29 (25.44%) Performance Monitoring
8 28 (24.56%) Software Engineering
9 26 (22.81%) BDD
10 25 (21.93%) SOA
11 24 (21.05%) Microservices
12 17 (14.91%) Continuous Delivery
13 16 (14.04%) Open Source
14 15 (13.16%) Automated Testing
15 12 (10.53%) Release Management
15 12 (10.53%) Use Case
Programming Languages
1 61 (53.51%) Java
2 35 (30.70%) Python
3 16 (14.04%) C#
4 13 (11.40%) Perl
5 12 (10.53%) C++
5 12 (10.53%) JavaScript
5 12 (10.53%) Ruby
6 10 (8.77%) SQL
7 7 (6.14%) PHP
8 5 (4.39%) PowerShell
9 4 (3.51%) Bash Shell
10 1 (0.88%) C
10 1 (0.88%) Groovy
10 1 (0.88%) PHP 5
10 1 (0.88%) Tcl
10 1 (0.88%) T-SQL
Qualifications
1 39 (34.21%) Degree
2 4 (3.51%) Microsoft Certification
3 3 (2.63%) MCSE
4 2 (1.75%) MCTS
4 2 (1.75%) VMware Certified Professional (VCP)
5 1 (0.88%) MCITP
Quality Assurance & Compliance
1 3 (2.63%) SLA
2 2 (1.75%) PCI DSS
3 1 (0.88%) ISO22301
3 1 (0.88%) QA
System Software
1 45 (39.47%) Docker
2 9 (7.89%) Hyper-V
3 8 (7.02%) VMware Infrastructure
4 5 (4.39%) Active Directory
5 4 (3.51%) vSphere
6 1 (0.88%) iptables
6 1 (0.88%) Terminal Server
6 1 (0.88%) VirtualBox
6 1 (0.88%) Xen
Systems Management
1 32 (28.07%) Kubernetes
1 32 (28.07%) Mesos
2 21 (18.42%) Opscode Chef
3 20 (17.54%) Puppet
4 12 (10.53%) CFEngine
5 10 (8.77%) Ansible
6 2 (1.75%) Backup Exec
6 2 (1.75%) SCCM
6 2 (1.75%) SCOM
6 2 (1.75%) Symantec Enterprise Vault
7 1 (0.88%) Capistrano
7 1 (0.88%) Packer
7 1 (0.88%) Terraform
7 1 (0.88%) yum
Vendors
1 18 (15.79%) Google
2 17 (14.91%) Oracle
3 15 (13.16%) Microsoft
4 12 (10.53%) Sybase
5 9 (7.89%) VMware
6 4 (3.51%) EMC
6 4 (3.51%) Rackspace
7 3 (2.63%) Cisco
7 3 (2.63%) NetApp
8 2 (1.75%) CommVault
8 2 (1.75%) Red Hat
8 2 (1.75%) SolarWinds
8 2 (1.75%) Symantec
9 1 (0.88%) Apple
9 1 (0.88%) DevExpress
9 1 (0.88%) HP
9 1 (0.88%) SAP
9 1 (0.88%) SonicWALL
9 1 (0.88%) Telerik
9 1 (0.88%) WatchGuard
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