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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Amazon Web Services (AWS)
Rank 57 84 99
Rank change year-on-year
+27 +15
Permanent jobs citing Amazon AWS 87 81 69
As % of all permanent IT jobs located in Scotland 3.67% 2.64% 2.17%
As % of the Cloud Services category 35.51% 31.52% 42.59%
Number of salaries quoted 53 38 45
Median salary £45,000 £39,000 £42,500
Median salary % change year-on-year
+15.38% -8.23%
90% offered a salary of more than £33,500 £31,350 £30,000
10% offered a salary of more than £72,000 £57,500 £55,000
UK excluding London median salary £52,500 £50,000 £45,000
% change year-on-year
+5.00% +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
245 257 162
As % of all permanent IT jobs located in Scotland 10.32% 8.38% 5.10%
Number of salaries quoted 166 169 97
Median salary £44,750 £42,500 £42,500
Median salary % change year-on-year
+5.29% -
90% offered a salary of more than £30,350 £31,000 £30,000
10% offered a salary of more than £60,750 £55,000 £61,800
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 8 December 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 8 December 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 +31 41 £43,486 +14.43% 3
Edinburgh +1 38 £47,500 +5.55% 9
Renfrewshire - 4 £42,500 -
South Lanarkshire - 2 - -
Fife - 1 £46,000 -
West Lothian - 1 - -
Amazon AWS
UK

Amazon AWS
Top 30 Related IT Skills in Scotland

For the 6 months to 8 December 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 67 (46.85%) Java
1 67 (46.85%) Agile Software Development
2 61 (42.66%) Microsoft Azure
3 53 (37.06%) Linux
4 45 (31.47%) Python
4 45 (31.47%) DevOps
5 42 (29.37%) Web Services
6 40 (27.97%) Windows
7 34 (23.78%) Finance
8 32 (22.38%) C#
9 29 (20.28%) Continuous Integration
10 28 (19.58%) JavaScript
10 28 (19.58%) Puppet
10 28 (19.58%) Opscode Chef
11 26 (18.18%) Microservices
12 24 (16.78%) CSS
13 23 (16.08%) Google
13 23 (16.08%) Docker
14 22 (15.38%) Jenkins
14 22 (15.38%) SDLC
14 22 (15.38%) HTML
14 22 (15.38%) Microsoft
14 22 (15.38%) Configuration Management
15 21 (14.69%) Amazon S3
16 20 (13.99%) Amazon EC2
16 20 (13.99%) SaaS
16 20 (13.99%) .NET
16 20 (13.99%) MySQL
16 20 (13.99%) Unix
16 20 (13.99%) Software Engineering

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 15 (10.49%) Cloud Foundry
2 9 (6.29%) JBoss
3 8 (5.59%) Apache
3 8 (5.59%) Apache Qpid
4 7 (4.90%) Tomcat
5 5 (3.50%) Apache Pig
5 5 (3.50%) Apache Spark
6 4 (2.80%) GemFire
7 3 (2.10%) Elasticsearch
7 3 (2.10%) IIS
7 3 (2.10%) nginx
7 3 (2.10%) SharePoint
8 2 (1.40%) MS Exchange
8 2 (1.40%) SAS
8 2 (1.40%) SharePoint 2010
8 2 (1.40%) SharePoint 2013
8 2 (1.40%) Skype for Business
9 1 (0.70%) Confluence
9 1 (0.70%) Exchange Server 2010
9 1 (0.70%) OpenStack
Applications
1 7 (4.90%) MS Excel
2 1 (0.70%) MS Office
Business Applications
1 2 (1.40%) Adobe Campaign
1 2 (1.40%) FastStats
2 1 (0.70%) Dynamics GP
Cloud Services
1 61 (42.66%) Microsoft Azure
2 21 (14.69%) Amazon S3
3 20 (13.99%) Amazon EC2
3 20 (13.99%) SaaS
4 19 (13.29%) PaaS
5 16 (11.19%) Google Cloud Platform
6 15 (10.49%) Cloud Computing
7 14 (9.79%) IaaS
8 12 (8.39%) GitHub
8 12 (8.39%) Google Compute Engine
9 11 (7.69%) Amazon CloudWatch
10 9 (6.29%) Heroku
11 8 (5.59%) Google App Engine
12 5 (3.50%) Amazon SQS
12 5 (3.50%) AWS Lambda
12 5 (3.50%) Office 365
13 4 (2.80%) AWS Elastic Beanstalk
14 3 (2.10%) Amazon ELB
14 3 (2.10%) DigitalOcean
15 2 (1.40%) Amazon EMR
Communications & Networking
1 13 (9.09%) Internet
2 12 (8.39%) Firewall
3 8 (5.59%) AMQP
3 8 (5.59%) HTTP
3 8 (5.59%) Software-Defined Networking
4 4 (2.80%) DHCP
4 4 (2.80%) DNS
5 2 (1.40%) TCP/IP
5 2 (1.40%) WAN
6 1 (0.70%) Ethernet
6 1 (0.70%) LAN
6 1 (0.70%) MPLS
6 1 (0.70%) SAN
6 1 (0.70%) Skype
6 1 (0.70%) VLAN
6 1 (0.70%) VoIP
6 1 (0.70%) VPN
Database & Business Intelligence
1 20 (13.99%) MySQL
2 19 (13.29%) NoSQL
3 18 (12.59%) MongoDB
4 16 (11.19%) Big Data
5 15 (10.49%) Relational Database
6 14 (9.79%) PostgreSQL
7 13 (9.09%) RDBMS
8 9 (6.29%) Apache Cassandra
8 9 (6.29%) SQL Server
9 7 (4.90%) Amazon RDS
10 5 (3.50%) Apache Hive
10 5 (3.50%) Hadoop
11 4 (2.80%) Flink
11 4 (2.80%) InterSystems Cache
12 3 (2.10%) Amazon Redshift
12 3 (2.10%) Data Warehouse
13 2 (1.40%) DB2
13 2 (1.40%) Oracle Reports
13 2 (1.40%) QlikView
13 2 (1.40%) SAS Enterprise Guide
Development Applications
1 22 (15.38%) Jenkins
2 20 (13.99%) Git (software)
3 9 (6.29%) Atlassian Bamboo
3 9 (6.29%) Subversion
4 6 (4.20%) Grunt
4 6 (4.20%) gulp
4 6 (4.20%) Maven
5 5 (3.50%) Jasmine
5 5 (3.50%) Karma Test Runner
5 5 (3.50%) Mocha
5 5 (3.50%) PHPUnit
6 3 (2.10%) Travis CI
7 2 (1.40%) GCC
7 2 (1.40%) Gradle
7 2 (1.40%) Vagrant
8 1 (0.70%) Bower
8 1 (0.70%) git-flow
8 1 (0.70%) NuGet
8 1 (0.70%) Sonatype Nexus
8 1 (0.70%) Xcode
General
1 34 (23.78%) Finance
2 14 (9.79%) Banking
3 12 (8.39%) Games
4 11 (7.69%) Telecoms
5 8 (5.59%) Billing
6 5 (3.50%) Back Office
7 4 (2.80%) General Ledger
8 3 (2.10%) Marketing
8 3 (2.10%) Retail
9 1 (0.70%) Advertising
9 1 (0.70%) Aerospace
9 1 (0.70%) Manufacturing
9 1 (0.70%) Retail Banking
Job Titles
1 52 (36.36%) Developer
2 21 (14.69%) DevOps Engineer
3 16 (11.19%) Architect
4 12 (8.39%) Cloud Architect
4 12 (8.39%) Java Developer
5 11 (7.69%) Full Stack Developer
5 11 (7.69%) Senior Developer
6 9 (6.29%) Software Developer
7 8 (5.59%) Service Architect
8 7 (4.90%) Cloud Engineer
8 7 (4.90%) Software Engineer
9 6 (4.20%) AWS DevOps
9 6 (4.20%) Cloud Developer
9 6 (4.20%) Lead Developer
9 6 (4.20%) Performance Tester
9 6 (4.20%) Solutions Architect
9 6 (4.20%) Tester
10 5 (3.50%) AWS Engineer
10 5 (3.50%) Designer
10 5 (3.50%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 42 (29.37%) Web Services
2 24 (16.78%) CSS
3 22 (15.38%) HTML
4 20 (13.99%) .NET
5 14 (9.79%) REST
6 12 (8.39%) Node.js
7 11 (7.69%) Hibernate
7 11 (7.69%) jQuery
7 11 (7.69%) Spring
8 9 (6.29%) Java EE
9 8 (5.59%) AngularJS
9 8 (5.59%) ASP.NET
9 8 (5.59%) RabbitMQ
10 7 (4.90%) CSS3
10 7 (4.90%) React
11 6 (4.20%) HTML5
12 5 (3.50%) Ajax
13 4 (2.80%) JMS
13 4 (2.80%) NumPy
13 4 (2.80%) SciPy
Miscellaneous
1 18 (12.59%) Hybrid Cloud
2 12 (8.39%) Data Centre
3 10 (6.99%) Blog
4 9 (6.29%) Analytical Skills
4 9 (6.29%) Public Cloud
5 8 (5.59%) Mobile App
6 7 (4.90%) Visualisation
7 6 (4.20%) Virtual Team
8 5 (3.50%) Statistics
9 4 (2.80%) Computer Science
9 4 (2.80%) Reference Data
10 3 (2.10%) Augmented Reality
10 3 (2.10%) Replication
11 2 (1.40%) Clustering
11 2 (1.40%) Data Extraction
11 2 (1.40%) Digital Media
11 2 (1.40%) User Experience
12 1 (0.70%) Data Integration
12 1 (0.70%) Device Driver
12 1 (0.70%) iPhone
Operating Systems
1 53 (37.06%) Linux
2 40 (27.97%) Windows
3 20 (13.99%) Unix
4 9 (6.29%) Windows Server
5 8 (5.59%) CentOS
5 8 (5.59%) Windows Server 2012
6 6 (4.20%) Android
6 6 (4.20%) Apple iOS
6 6 (4.20%) Red Hat Enterprise Linux
7 5 (3.50%) Windows Server 2008
8 3 (2.10%) Solaris
8 3 (2.10%) Ubuntu
8 3 (2.10%) VMS
8 3 (2.10%) Windows 7
9 2 (1.40%) Windows 8
9 2 (1.40%) Windows Server 2003
9 2 (1.40%) Windows Vista
9 2 (1.40%) Windows XP
10 1 (0.70%) Mac OS X
10 1 (0.70%) Windows 10
Processes & Methodologies
1 67 (46.85%) Agile Software Development
2 45 (31.47%) DevOps
3 29 (20.28%) Continuous Integration
4 26 (18.18%) Microservices
5 22 (15.38%) Configuration Management
5 22 (15.38%) SDLC
6 20 (13.99%) Software Engineering
7 16 (11.19%) TDD
8 14 (9.79%) SOA
9 13 (9.09%) Analytics
9 13 (9.09%) Continuous Delivery
9 13 (9.09%) Web Development
10 12 (8.39%) High Availability
10 12 (8.39%) Open Source
10 12 (8.39%) Service Delivery
11 11 (7.69%) BDD
11 11 (7.69%) Scrum
11 11 (7.69%) Use Case
12 10 (6.99%) MVC
12 10 (6.99%) Software Distribution
Programming Languages
1 67 (46.85%) Java
2 45 (31.47%) Python
3 32 (22.38%) C#
4 28 (19.58%) JavaScript
5 17 (11.89%) Ruby
6 15 (10.49%) PowerShell
7 14 (9.79%) SQL
8 12 (8.39%) C++
9 11 (7.69%) PHP
10 7 (4.90%) Perl
10 7 (4.90%) Shell Script
11 6 (4.20%) Bash Shell
11 6 (4.20%) Scala
12 3 (2.10%) Clojure
12 3 (2.10%) PL/SQL
13 2 (1.40%) C
13 2 (1.40%) SAS Macro
14 1 (0.70%) Groovy
14 1 (0.70%) Objective-C
14 1 (0.70%) PHP 5
Qualifications
1 19 (13.29%) Degree
2 2 (1.40%) MCSE
2 2 (1.40%) Microsoft Certification
3 1 (0.70%) CISSP
3 1 (0.70%) ITIL Certification
3 1 (0.70%) MCSA
3 1 (0.70%) Postgraduate
3 1 (0.70%) VCP5
3 1 (0.70%) VCP6
3 1 (0.70%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 1 (0.70%) QA
1 1 (0.70%) SLA
System Software
1 23 (16.08%) Docker
2 9 (6.29%) Hyper-V
3 8 (5.59%) Active Directory
4 6 (4.20%) VMware Infrastructure
5 5 (3.50%) vSphere
6 4 (2.80%) Apache Flume
7 2 (1.40%) Xen
8 1 (0.70%) EMC RecoverPoint
8 1 (0.70%) ISA Server
8 1 (0.70%) KVM
8 1 (0.70%) Terminal Server
8 1 (0.70%) VirtualBox
Systems Management
1 28 (19.58%) Opscode Chef
1 28 (19.58%) Puppet
2 11 (7.69%) Ansible
2 11 (7.69%) Kubernetes
2 11 (7.69%) Mesos
3 8 (5.59%) CFEngine
4 4 (2.80%) SCCM
5 2 (1.40%) Capistrano
5 2 (1.40%) SCOM
5 2 (1.40%) Terraform
5 2 (1.40%) yum
6 1 (0.70%) cPanel
6 1 (0.70%) Microsoft Clustering
6 1 (0.70%) MOM
6 1 (0.70%) Norton AntiVirus
6 1 (0.70%) Packer
6 1 (0.70%) PowerCLI
Vendors
1 23 (16.08%) Google
2 22 (15.38%) Microsoft
3 12 (8.39%) Oracle
4 8 (5.59%) Splunk
4 8 (5.59%) Sybase
4 8 (5.59%) VMware
5 5 (3.50%) Cisco
6 4 (2.80%) Red Hat
7 3 (2.10%) Rackspace
8 2 (1.40%) Adobe
8 2 (1.40%) Apple
8 2 (1.40%) Apteco
8 2 (1.40%) HP
8 2 (1.40%) Perforce
8 2 (1.40%) Tableau
9 1 (0.70%) CheckPoint
9 1 (0.70%) Intel Security
9 1 (0.70%) Sage
9 1 (0.70%) SonicWALL
9 1 (0.70%) WatchGuard
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