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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Amazon Web Services (AWS)
UK / Scotland
Rank 72 95 82
Rank change year-on-year
+23 -13
Permanent jobs citing Amazon AWS 58 64 81
As % of all permanent IT jobs located in Scotland 2.57% 2.19% 2.76%
As % of the Cloud Services category 25.89% 27.12% 41.75%
Number of salaries quoted 40 38 66
Median salary £44,736 £48,750 £45,000
Median salary % change year-on-year
-8.23% +8.33%
90% offered a salary of more than £32,500 £38,000 £36,250
10% offered a salary of more than £73,250 £68,250 £60,000
UK excluding London median salary £51,303 £50,000 £45,000
% change year-on-year
+2.60% +11.11%

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
224 236 194
As % of all permanent IT jobs located in Scotland 9.94% 8.06% 6.60%
Number of salaries quoted 158 157 136
Median salary £44,471 £47,500 £42,500
Median salary % change year-on-year
-6.37% +11.76%
90% offered a salary of more than £27,500 £32,200 £30,000
10% offered a salary of more than £55,750 £60,000 £67,500
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -

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 18 January 2017.

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 18 January 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
Glasgow +29 32 £42,500 -12.82% 2
Edinburgh -4 25 £47,500 -5.00% 6
Fife - 1 £46,000 -
Amazon AWS
UK

Amazon AWS
Top 30 Related IT Skills in Scotland

For the 6 months to 18 January 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 Scotland region with a requirement for Amazon AWS.

1 74 (52.11%) Agile Software Development
2 61 (42.96%) Java
3 60 (42.25%) Microsoft Azure
4 48 (33.80%) Linux
5 42 (29.58%) DevOps
6 39 (27.46%) Python
7 37 (26.06%) Web Services
8 36 (25.35%) Windows
9 33 (23.24%) C#
10 31 (21.83%) JavaScript
11 26 (18.31%) CSS
11 26 (18.31%) Microsoft
11 26 (18.31%) Finance
12 25 (17.61%) .NET
12 25 (17.61%) Continuous Integration
13 24 (16.90%) HTML
13 24 (16.90%) Microservices
14 22 (15.49%) SDLC
15 20 (14.08%) Puppet
15 20 (14.08%) Opscode Chef
16 19 (13.38%) Jenkins
16 19 (13.38%) SaaS
16 19 (13.38%) SQL
16 19 (13.38%) PowerShell
16 19 (13.38%) Software Engineering
17 18 (12.68%) Cloud Computing
17 18 (12.68%) Git (software)
17 18 (12.68%) Big Data
18 17 (11.97%) Ruby
18 17 (11.97%) Google

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 11 (7.75%) Cloud Foundry
2 9 (6.34%) JBoss
3 8 (5.63%) Apache
4 7 (4.93%) Tomcat
5 5 (3.52%) Apache Pig
5 5 (3.52%) Apache Spark
5 5 (3.52%) Elasticsearch
6 4 (2.82%) GemFire
7 3 (2.11%) Apache Qpid
7 3 (2.11%) IIS
7 3 (2.11%) nginx
8 2 (1.41%) MS Exchange
8 2 (1.41%) SAS
8 2 (1.41%) SharePoint
8 2 (1.41%) SharePoint 2010
8 2 (1.41%) SharePoint 2013
8 2 (1.41%) Skype for Business
9 1 (0.70%) Exchange Server 2003
9 1 (0.70%) OpenStack
9 1 (0.70%) WebSphere
Applications
1 10 (7.04%) MS Excel
2 1 (0.70%) MS Office
Business Applications
1 2 (1.41%) Adobe Campaign
1 2 (1.41%) Dynamics GP
1 2 (1.41%) FastStats
Cloud Services
1 60 (42.25%) Microsoft Azure
2 19 (13.38%) SaaS
3 18 (12.68%) Cloud Computing
4 15 (10.56%) Amazon EC2
4 15 (10.56%) Amazon S3
5 10 (7.04%) Google Cloud Platform
5 10 (7.04%) IaaS
5 10 (7.04%) PaaS
6 7 (4.93%) Amazon CloudWatch
7 6 (4.23%) GitHub
7 6 (4.23%) Google Compute Engine
8 4 (2.82%) Heroku
8 4 (2.82%) Office 365
9 3 (2.11%) Amazon ELB
9 3 (2.11%) Amazon SQS
9 3 (2.11%) AWS Elastic Beanstalk
9 3 (2.11%) AWS Lambda
9 3 (2.11%) DigitalOcean
9 3 (2.11%) Google App Engine
10 2 (1.41%) Amazon EMR
Communications & Networking
1 8 (5.63%) Firewall
2 7 (4.93%) Internet
3 4 (2.82%) DHCP
3 4 (2.82%) DNS
4 3 (2.11%) AMQP
4 3 (2.11%) HTTP
4 3 (2.11%) Software-Defined Networking
5 2 (1.41%) Skype
6 1 (0.70%) LAN
6 1 (0.70%) SAN
6 1 (0.70%) TCP/IP
6 1 (0.70%) WAN
Database & Business Intelligence
1 18 (12.68%) Big Data
2 15 (10.56%) MySQL
2 15 (10.56%) SQL Server
3 13 (9.15%) Relational Database
4 10 (7.04%) MongoDB
5 9 (6.34%) NoSQL
5 9 (6.34%) PostgreSQL
6 8 (5.63%) RDBMS
7 7 (4.93%) Amazon RDS
8 5 (3.52%) Apache Hive
8 5 (3.52%) Data Warehouse
8 5 (3.52%) Hadoop
9 4 (2.82%) Apache Cassandra
9 4 (2.82%) Flink
9 4 (2.82%) InterSystems Cache
10 3 (2.11%) Amazon Redshift
10 3 (2.11%) DB2
10 3 (2.11%) SQL Server Integration Services
11 2 (1.41%) Oracle Reports
11 2 (1.41%) SQL Server Reporting Services
Development Applications
1 19 (13.38%) Jenkins
2 18 (12.68%) Git (software)
3 9 (6.34%) Subversion
4 6 (4.23%) Maven
5 4 (2.82%) Atlassian Bamboo
5 4 (2.82%) Grunt
5 4 (2.82%) gulp
5 4 (2.82%) TeamCity
6 3 (2.11%) Gradle
6 3 (2.11%) Jasmine
6 3 (2.11%) Karma Test Runner
6 3 (2.11%) Mocha
6 3 (2.11%) PHPUnit
6 3 (2.11%) Travis CI
7 2 (1.41%) GCC
7 2 (1.41%) Vagrant
7 2 (1.41%) Visual Studio
8 1 (0.70%) Ant
8 1 (0.70%) JUnit
8 1 (0.70%) Xcode
General
1 26 (18.31%) Finance
2 15 (10.56%) Banking
3 12 (8.45%) Games
4 11 (7.75%) Telecoms
5 5 (3.52%) Back Office
5 5 (3.52%) Retail
6 4 (2.82%) General Ledger
7 3 (2.11%) Billing
7 3 (2.11%) Marketing
8 2 (1.41%) Retail Banking
9 1 (0.70%) Advertising
9 1 (0.70%) Aerospace
9 1 (0.70%) Front Office
9 1 (0.70%) Manufacturing
Job Titles
1 54 (38.03%) Developer
2 20 (14.08%) DevOps Engineer
3 14 (9.86%) Senior Developer
4 13 (9.15%) Java Developer
5 11 (7.75%) Architect
5 11 (7.75%) Software Developer
6 10 (7.04%) Full Stack Developer
6 10 (7.04%) Software Engineer
7 8 (5.63%) Cloud Engineer
7 8 (5.63%) Lead Developer
8 7 (4.93%) AWS DevOps
8 7 (4.93%) Cloud Architect
9 6 (4.23%) AWS Engineer
9 6 (4.23%) Developer/Software Engineer
9 6 (4.23%) Performance Tester
9 6 (4.23%) Solutions Architect
9 6 (4.23%) Tester
10 5 (3.52%) Infrastructure Engineer
10 5 (3.52%) JavaScript Developer
10 5 (3.52%) Solutions Designer
Libraries, Frameworks & Software Standards
1 37 (26.06%) Web Services
2 26 (18.31%) CSS
3 25 (17.61%) .NET
4 24 (16.90%) HTML
5 12 (8.45%) Spring
6 11 (7.75%) ASP.NET
6 11 (7.75%) Hibernate
6 11 (7.75%) REST
7 10 (7.04%) Node.js
8 9 (6.34%) jQuery
9 7 (4.93%) Ajax
9 7 (4.93%) React
10 6 (4.23%) AngularJS
11 4 (2.82%) .NET Framework
11 4 (2.82%) ELK Stack
11 4 (2.82%) Kafka
11 4 (2.82%) Protocol Buffers
11 4 (2.82%) Ruby on Rails
11 4 (2.82%) Unity (Game Engine)
11 4 (2.82%) Unreal Engine
Miscellaneous
1 14 (9.86%) Hybrid Cloud
2 9 (6.34%) Public Cloud
3 8 (5.63%) Analytical Skills
3 8 (5.63%) Data Centre
4 7 (4.93%) Mobile App
5 5 (3.52%) Blog
6 4 (2.82%) Computer Science
6 4 (2.82%) Reference Data
6 4 (2.82%) Statistics
7 3 (2.11%) Augmented Reality
7 3 (2.11%) Replication
7 3 (2.11%) Visualisation
8 2 (1.41%) Data Extraction
8 2 (1.41%) Digital Media
8 2 (1.41%) e-Learning
8 2 (1.41%) Fintech
8 2 (1.41%) Social Media
8 2 (1.41%) User Experience
8 2 (1.41%) Virtual Team
9 1 (0.70%) Minimum Viable Product
Operating Systems
1 48 (33.80%) Linux
2 36 (25.35%) Windows
3 16 (11.27%) Unix
4 9 (6.34%) Windows Server
4 9 (6.34%) Windows Server 2012
5 8 (5.63%) CentOS
6 6 (4.23%) Android
6 6 (4.23%) Apple iOS
6 6 (4.23%) Red Hat Enterprise Linux
7 5 (3.52%) Windows Server 2008
8 4 (2.82%) Windows 7
9 3 (2.11%) Solaris
9 3 (2.11%) Ubuntu
10 2 (1.41%) VMS
10 2 (1.41%) Windows 10
10 2 (1.41%) Windows 8
10 2 (1.41%) Windows Server 2003
10 2 (1.41%) Windows Vista
10 2 (1.41%) Windows XP
11 1 (0.70%) Mac OS X
Processes & Methodologies
1 74 (52.11%) Agile Software Development
2 42 (29.58%) DevOps
3 25 (17.61%) Continuous Integration
4 24 (16.90%) Microservices
5 22 (15.49%) SDLC
6 19 (13.38%) Software Engineering
7 15 (10.56%) Configuration Management
7 15 (10.56%) TDD
8 13 (9.15%) ETL
8 13 (9.15%) Web Development
9 12 (8.45%) High Availability
9 12 (8.45%) Open Source
9 12 (8.45%) Scrum
10 10 (7.04%) MVC
10 10 (7.04%) SOA
11 9 (6.34%) Analytics
11 9 (6.34%) Service Delivery
12 8 (5.63%) Continuous Delivery
12 8 (5.63%) Data Protection
12 8 (5.63%) Performance Engineering
Programming Languages
1 61 (42.96%) Java
2 39 (27.46%) Python
3 33 (23.24%) C#
4 31 (21.83%) JavaScript
5 19 (13.38%) PowerShell
5 19 (13.38%) SQL
6 17 (11.97%) Ruby
7 8 (5.63%) PHP
7 8 (5.63%) Scala
8 7 (4.93%) C++
8 7 (4.93%) Perl
8 7 (4.93%) Shell Script
9 6 (4.23%) Bash Shell
10 4 (2.82%) T-SQL
11 3 (2.11%) Clojure
11 3 (2.11%) PL/SQL
12 2 (1.41%) C
12 2 (1.41%) CoffeeScript
12 2 (1.41%) SAS Macro
13 1 (0.70%) Delphi
Qualifications
1 15 (10.56%) Degree
2 2 (1.41%) MCSE
2 2 (1.41%) 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 2 (1.41%) Data Quality
2 1 (0.70%) Dodd-Frank
2 1 (0.70%) EMIR
2 1 (0.70%) MiFID
2 1 (0.70%) QA
2 1 (0.70%) SLA
System Software
1 15 (10.56%) Docker
2 9 (6.34%) Hyper-V
3 8 (5.63%) Active Directory
4 5 (3.52%) VMware Infrastructure
4 5 (3.52%) vSphere
5 4 (2.82%) Apache Flume
6 2 (1.41%) Xen
7 1 (0.70%) EMC RecoverPoint
7 1 (0.70%) ISA Server
7 1 (0.70%) KVM
7 1 (0.70%) VirtualBox
Systems Management
1 20 (14.08%) Opscode Chef
1 20 (14.08%) Puppet
2 10 (7.04%) Ansible
3 7 (4.93%) Kubernetes
3 7 (4.93%) Mesos
4 5 (3.52%) SCCM
5 3 (2.11%) CFEngine
6 2 (1.41%) Capistrano
6 2 (1.41%) SCOM
6 2 (1.41%) Terraform
6 2 (1.41%) yum
7 1 (0.70%) cPanel
7 1 (0.70%) Microsoft Clustering
7 1 (0.70%) MOM
7 1 (0.70%) Norton AntiVirus
7 1 (0.70%) Packer
7 1 (0.70%) PowerCLI
Vendors
1 26 (18.31%) Microsoft
2 17 (11.97%) Google
3 9 (6.34%) Splunk
4 8 (5.63%) VMware
5 7 (4.93%) Oracle
6 5 (3.52%) Cisco
7 4 (2.82%) Red Hat
8 3 (2.11%) Rackspace
8 3 (2.11%) Sybase
9 2 (1.41%) Adobe
9 2 (1.41%) AppDynamics
9 2 (1.41%) Apple
9 2 (1.41%) Apteco
9 2 (1.41%) Avaya
9 2 (1.41%) Perforce
9 2 (1.41%) Sage
9 2 (1.41%) Tableau
10 1 (0.70%) HP
10 1 (0.70%) Intel Security
10 1 (0.70%) MicroStrategy
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