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 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Amazon Web Services (AWS)
Rank 108 108 147
Rank change year-on-year
0 +39
Permanent jobs citing Amazon AWS 59 44 30
As % of all permanent IT jobs located in Scotland 2.07% 1.47% 0.78%
As % of the Cloud Services category 25.99% 34.11% 25.64%
Number of salaries quoted 25 37 10
Median salary £45,000 £45,000 £47,000
Median salary % change year-on-year
- -4.25%
90% offered a salary of more than £29,200 £37,500 £30,000
10% offered a salary of more than £64,000 £65,000 £48,750
UK excluding London median salary £50,000 £45,000 £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
227 129 117
As % of all permanent IT jobs located in Scotland 7.96% 4.31% 3.06%
Number of salaries quoted 138 84 66
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £29,750 £30,000 £25,250
10% offered a salary of more than £57,500 £61,500 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 27 May 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 27 May 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 +12 44 £50,000 +11.11% 6
Edinburgh 0 15 £45,000 -7.69% 4
Fife - 1 £35,000 -
Amazon AWS
UK

Amazon AWS
Top 30 Related IT Skills in Scotland

For the 6 months to 27 May 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 61 (59.22%) Microsoft Azure
2 55 (53.40%) Agile Software Development
3 54 (52.43%) Windows
4 46 (44.66%) Finance
5 44 (42.72%) Linux
5 44 (42.72%) Degree
6 41 (39.81%) Java
7 37 (35.92%) PaaS
8 36 (34.95%) HTML
9 35 (33.98%) Amazon EC2
10 31 (30.10%) JavaScript
11 29 (28.16%) CSS
11 29 (28.16%) Unix
12 28 (27.18%) SOA
12 28 (27.18%) TDD
12 28 (27.18%) SaaS
12 28 (27.18%) Docker
13 27 (26.21%) Analytics
13 27 (26.21%) Configuration Management
13 27 (26.21%) Web Services
14 26 (25.24%) SQL
14 26 (25.24%) jQuery
14 26 (25.24%) IaaS
14 26 (25.24%) DevOps
14 26 (25.24%) SDLC
15 25 (24.27%) Amazon CloudWatch
16 23 (22.33%) Kubernetes
16 23 (22.33%) Mesos
16 23 (22.33%) Hybrid Cloud
16 23 (22.33%) Software Distribution

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 8 (7.77%) Node.js
2 6 (5.83%) IIS
3 4 (3.88%) JBoss
3 4 (3.88%) WebSphere
4 3 (2.91%) CMS
4 3 (2.91%) MS Exchange
5 2 (1.94%) Apache Qpid
5 2 (1.94%) Cloud Foundry
5 2 (1.94%) Exchange Server 2007
5 2 (1.94%) Exchange Server 2010
5 2 (1.94%) Exchange Server 2013
5 2 (1.94%) OpenStack
5 2 (1.94%) Oracle SOA Suite
6 1 (0.97%) Apache Solr
6 1 (0.97%) Elasticsearch
Applications
1 6 (5.83%) MS Excel
2 4 (3.88%) MS Project
Business Applications
1 7 (6.80%) Oracle EBS
2 1 (0.97%) Oracle Retail
Cloud Services
1 61 (59.22%) Microsoft Azure
2 37 (35.92%) PaaS
3 35 (33.98%) Amazon EC2
4 28 (27.18%) SaaS
5 26 (25.24%) IaaS
6 25 (24.27%) Amazon CloudWatch
7 23 (22.33%) Amazon S3
8 14 (13.59%) Heroku
9 9 (8.74%) Cloud Computing
10 7 (6.80%) Google Cloud Platform
10 7 (6.80%) Google Compute Engine
11 4 (3.88%) GitHub
12 2 (1.94%) Google App Engine
13 1 (0.97%) Azure Active Directory
13 1 (0.97%) Bluemix
13 1 (0.97%) OpenShift
Communications & Networking
1 8 (7.77%) Internet
2 5 (4.85%) SAN
3 4 (3.88%) Firewall
4 3 (2.91%) DNS
4 3 (2.91%) HTTP
5 2 (1.94%) AMQP
5 2 (1.94%) DHCP
5 2 (1.94%) LDAP
5 2 (1.94%) Software-Defined Networking
5 2 (1.94%) VPN
6 1 (0.97%) FirePass
6 1 (0.97%) NAS
6 1 (0.97%) OpenLDAP
6 1 (0.97%) SMTP
6 1 (0.97%) TCP/IP
Database & Business Intelligence
1 23 (22.33%) NoSQL
2 16 (15.53%) SQL Server
3 8 (7.77%) MongoDB
3 8 (7.77%) PostgreSQL
4 7 (6.80%) Apache Cassandra
4 7 (6.80%) MySQL
5 5 (4.85%) SQL Server Integration Services
6 4 (3.88%) Data Warehouse
6 4 (3.88%) Hadoop
6 4 (3.88%) MarkLogic
6 4 (3.88%) Relational Database
7 3 (2.91%) Oracle Reports
7 3 (2.91%) RDBMS
7 3 (2.91%) SQL Server Reporting Services
8 2 (1.94%) Big Data
8 2 (1.94%) Oracle Database
8 2 (1.94%) Oracle Database 11g
8 2 (1.94%) SQL Server 2008
8 2 (1.94%) SQL Server 2012
8 2 (1.94%) SQL Server Analysis Services
Development Applications
1 5 (4.85%) Jenkins
2 3 (2.91%) Grunt
2 3 (2.91%) gulp
2 3 (2.91%) Team Foundation Server
3 2 (1.94%) Atlassian Bamboo
3 2 (1.94%) Git (software)
3 2 (1.94%) MSBuild
3 2 (1.94%) Octopus Deploy
3 2 (1.94%) Oracle Forms
3 2 (1.94%) TeamCity
3 2 (1.94%) Travis CI
4 1 (0.97%) Ant
4 1 (0.97%) Gradle
4 1 (0.97%) JUnit
4 1 (0.97%) Maven
General
1 46 (44.66%) Finance
2 10 (9.71%) Marketing
3 4 (3.88%) Banking
4 3 (2.91%) Billing
4 3 (2.91%) Telecoms
5 2 (1.94%) Games
6 1 (0.97%) Retail
Job Titles
1 43 (41.75%) Developer
2 19 (18.45%) Architect
3 16 (15.53%) Cloud Engineer
4 14 (13.59%) Cloud Developer
5 11 (10.68%) .NET Developer
5 11 (10.68%) Full Stack Developer
6 9 (8.74%) Development Engineer
6 9 (8.74%) Monitoring Engineer
7 8 (7.77%) ASP.NET Developer
7 8 (7.77%) Lead Developer
8 7 (6.80%) Applications Architect
8 7 (6.80%) DevOps Engineer
8 7 (6.80%) JavaScript Developer
8 7 (6.80%) Lead .NET Developer
9 5 (4.85%) .NET Team Leader
9 5 (4.85%) AWS Engineer
9 5 (4.85%) Java Developer
9 5 (4.85%) Team Leader
10 4 (3.88%) C# Developer
10 4 (3.88%) Infrastructure Manager
Libraries, Frameworks & Software Standards
1 36 (34.95%) HTML
2 29 (28.16%) CSS
3 27 (26.21%) Web Services
4 26 (25.24%) jQuery
5 23 (22.33%) HTML5
6 19 (18.45%) .NET
7 16 (15.53%) CSS3
8 14 (13.59%) ASP.NET
8 14 (13.59%) REST
9 11 (10.68%) AngularJS
9 11 (10.68%) RESTful
10 10 (9.71%) SVG
11 8 (7.77%) ASP.NET MVC
12 6 (5.83%) Middleware
13 5 (4.85%) Backbone.js
13 5 (4.85%) Ember.js
13 5 (4.85%) React
14 4 (3.88%) BSON
14 4 (3.88%) LESS
14 4 (3.88%) Ruby on Rails
Miscellaneous
1 23 (22.33%) Hybrid Cloud
1 23 (22.33%) Visualisation
2 18 (17.48%) Data Centre
3 9 (8.74%) Enterprise Software
4 5 (4.85%) User Experience
5 4 (3.88%) Blog
5 4 (3.88%) Data Integration
5 4 (3.88%) Data Structures
5 4 (3.88%) Mobile App
6 3 (2.91%) Computer Science
7 2 (1.94%) Analytical Skills
7 2 (1.94%) Enterprise Cloud
7 2 (1.94%) PKI
7 2 (1.94%) Replication
8 1 (0.97%) EPoS
8 1 (0.97%) Mainframe
8 1 (0.97%) Private Cloud
Operating Systems
1 54 (52.43%) Windows
2 44 (42.72%) Linux
3 29 (28.16%) Unix
4 8 (7.77%) Windows Server
5 5 (4.85%) Android
5 5 (4.85%) Apple iOS
6 4 (3.88%) Windows Server 2012
7 3 (2.91%) Windows Server 2003
7 3 (2.91%) Windows Server 2008
8 2 (1.94%) Debian
8 2 (1.94%) Red Hat Enterprise Linux
8 2 (1.94%) VMS
Processes & Methodologies
1 55 (53.40%) Agile Software Development
2 28 (27.18%) SOA
2 28 (27.18%) TDD
3 27 (26.21%) Analytics
3 27 (26.21%) Configuration Management
4 26 (25.24%) DevOps
4 26 (25.24%) SDLC
5 23 (22.33%) Machine Learning
5 23 (22.33%) Performance Monitoring
5 23 (22.33%) Service Delivery
5 23 (22.33%) Software Distribution
6 22 (21.36%) Software Engineering
7 20 (19.42%) Open Source
8 16 (15.53%) BDD
8 16 (15.53%) Continuous Integration
9 15 (14.56%) Project Management
10 14 (13.59%) Microservices
11 13 (12.62%) Scrum
11 13 (12.62%) Web Development
12 10 (9.71%) MVC
Programming Languages
1 41 (39.81%) Java
2 31 (30.10%) JavaScript
3 26 (25.24%) SQL
4 15 (14.56%) C#
4 15 (14.56%) Perl
5 14 (13.59%) Python
6 8 (7.77%) Ruby
7 6 (5.83%) PowerShell
8 5 (4.85%) C
9 4 (3.88%) Bash Shell
9 4 (3.88%) T-SQL
10 3 (2.91%) PHP
11 2 (1.94%) C++
11 2 (1.94%) PL/SQL
12 1 (0.97%) PHP 7
12 1 (0.97%) Tcl
Qualifications
1 44 (42.72%) Degree
2 3 (2.91%) Microsoft Certification
3 2 (1.94%) MCSE
3 2 (1.94%) MCTS
3 2 (1.94%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 2 (1.94%) SLA
2 1 (0.97%) ISO22301
System Software
1 28 (27.18%) Docker
2 12 (11.65%) VMware Infrastructure
3 3 (2.91%) Active Directory
3 3 (2.91%) Hyper-V
3 3 (2.91%) vSphere
4 1 (0.97%) iptables
Systems Management
1 23 (22.33%) Kubernetes
1 23 (22.33%) Mesos
2 8 (7.77%) Opscode Chef
3 7 (6.80%) Ansible
4 6 (5.83%) Puppet
5 3 (2.91%) SCCM
6 2 (1.94%) Backup Exec
6 2 (1.94%) CFEngine
6 2 (1.94%) Symantec Enterprise Vault
7 1 (0.97%) SCOM
Vendors
1 23 (22.33%) Oracle
2 13 (12.62%) Microsoft
2 13 (12.62%) VMware
3 7 (6.80%) Google
3 7 (6.80%) Salesforce.com
3 7 (6.80%) SAP
4 4 (3.88%) EMC
5 3 (2.91%) NetApp
5 3 (2.91%) Red Hat
6 2 (1.94%) CommVault
6 2 (1.94%) SolarWinds
6 2 (1.94%) Sybase
6 2 (1.94%) Symantec
7 1 (0.97%) Apple
7 1 (0.97%) ATG
7 1 (0.97%) Cisco
7 1 (0.97%) Citrix
7 1 (0.97%) DevExpress
7 1 (0.97%) Rackspace
7 1 (0.97%) Telerik
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