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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Amazon Web Services (AWS)
Rank 104 103 141
Rank change year-on-year
-1 +38
Permanent jobs citing Amazon AWS 61 60 42
As % of all permanent IT jobs located in Scotland 2.14% 1.90% 1.11%
As % of the Cloud Services category 26.64% 37.97% 30.00%
Number of salaries quoted 15 37 18
Median salary £45,000 £45,000 £45,500
Median salary % change year-on-year
- -1.09%
90% offered a salary of more than £27,500 £34,250 £30,000
10% offered a salary of more than £55,000 £65,000 £53,000
UK excluding London median salary £50,000 £47,500 £45,000
% change year-on-year
+5.26% +5.55%
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
229 158 140
As % of all permanent IT jobs located in Scotland 8.04% 4.99% 3.70%
Number of salaries quoted 131 96 87
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 £27,500 £27,800 £28,500
10% offered a salary of more than £65,000 £62,500 £65,000
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 1 July 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 1 July 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 +21 48 £48,750 -25.00% 4
Edinburgh -8 13 £28,250 -40.52% 3
Amazon AWS
UK

Amazon AWS
Top 30 Related IT Skills in Scotland

For the 6 months to 1 July 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 64 (64.00%) Microsoft Azure
2 53 (53.00%) Windows
3 51 (51.00%) Agile Software Development
4 46 (46.00%) Linux
5 45 (45.00%) Finance
6 44 (44.00%) PaaS
7 43 (43.00%) Java
8 40 (40.00%) Degree
9 37 (37.00%) Docker
10 36 (36.00%) HTML
11 35 (35.00%) Amazon EC2
12 33 (33.00%) CSS
13 32 (32.00%) Configuration Management
13 32 (32.00%) TDD
14 31 (31.00%) IaaS
14 31 (31.00%) jQuery
14 31 (31.00%) SDLC
15 30 (30.00%) Amazon CloudWatch
15 30 (30.00%) DevOps
15 30 (30.00%) NoSQL
15 30 (30.00%) Unix
16 29 (29.00%) SOA
16 29 (29.00%) Amazon S3
16 29 (29.00%) Hybrid Cloud
17 28 (28.00%) Kubernetes
17 28 (28.00%) Mesos
17 28 (28.00%) Performance Monitoring
17 28 (28.00%) Software Distribution
17 28 (28.00%) Visualisation
17 28 (28.00%) 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 7 (7.00%) Apache Qpid
1 7 (7.00%) Cloud Foundry
2 5 (5.00%) IIS
3 4 (4.00%) JBoss
4 3 (3.00%) CMS
4 3 (3.00%) MS Exchange
5 2 (2.00%) Exchange Server 2007
5 2 (2.00%) Exchange Server 2010
5 2 (2.00%) Exchange Server 2013
6 1 (1.00%) Apache Solr
6 1 (1.00%) Elasticsearch
6 1 (1.00%) SharePoint
6 1 (1.00%) Skype for Business
Applications
1 5 (5.00%) MS Excel
2 4 (4.00%) MS Project
Business Applications
1 5 (5.00%) Oracle EBS
2 1 (1.00%) Oracle Retail
Cloud Services
1 64 (64.00%) Microsoft Azure
2 44 (44.00%) PaaS
3 35 (35.00%) Amazon EC2
4 31 (31.00%) IaaS
5 30 (30.00%) Amazon CloudWatch
6 29 (29.00%) Amazon S3
7 25 (25.00%) SaaS
8 13 (13.00%) Heroku
9 10 (10.00%) Google Cloud Platform
9 10 (10.00%) Google Compute Engine
10 9 (9.00%) Cloud Computing
10 9 (9.00%) GitHub
11 7 (7.00%) Google App Engine
12 2 (2.00%) Azure Active Directory
13 1 (1.00%) Amazon SQS
13 1 (1.00%) AWS Lambda
13 1 (1.00%) Bluemix
13 1 (1.00%) Office 365
13 1 (1.00%) OpenShift
Communications & Networking
1 12 (12.00%) Internet
2 9 (9.00%) Firewall
3 8 (8.00%) HTTP
4 7 (7.00%) AMQP
4 7 (7.00%) Software-Defined Networking
5 5 (5.00%) SAN
6 3 (3.00%) DNS
7 2 (2.00%) DHCP
7 2 (2.00%) LDAP
7 2 (2.00%) VPN
8 1 (1.00%) FirePass
8 1 (1.00%) NAS
8 1 (1.00%) OpenLDAP
8 1 (1.00%) SMTP
8 1 (1.00%) TCP/IP
Database & Business Intelligence
1 30 (30.00%) NoSQL
2 15 (15.00%) SQL Server
3 12 (12.00%) PostgreSQL
4 11 (11.00%) MongoDB
4 11 (11.00%) MySQL
5 9 (9.00%) Relational Database
6 8 (8.00%) Apache Cassandra
6 8 (8.00%) RDBMS
7 6 (6.00%) SQL Server Integration Services
8 4 (4.00%) SQL Server Reporting Services
9 3 (3.00%) SQL Server 2008
9 3 (3.00%) SQL Server 2012
9 3 (3.00%) SQL Server Analysis Services
10 2 (2.00%) Big Data
10 2 (2.00%) Hadoop
11 1 (1.00%) Amazon RDS
11 1 (1.00%) Oracle Reports
Development Applications
1 10 (10.00%) Jenkins
2 7 (7.00%) Atlassian Bamboo
3 4 (4.00%) Grunt
3 4 (4.00%) gulp
4 2 (2.00%) Git (software)
5 1 (1.00%) Ant
5 1 (1.00%) Gradle
5 1 (1.00%) Jasmine
5 1 (1.00%) JUnit
5 1 (1.00%) Karma Test Runner
5 1 (1.00%) Maven
5 1 (1.00%) Mocha
5 1 (1.00%) PHPUnit
5 1 (1.00%) Team Foundation Server
5 1 (1.00%) Travis CI
General
1 45 (45.00%) Finance
2 8 (8.00%) Billing
3 4 (4.00%) Marketing
4 2 (2.00%) Games
5 1 (1.00%) Banking
5 1 (1.00%) Retail
Job Titles
1 43 (43.00%) Developer
2 19 (19.00%) Cloud Developer
3 18 (18.00%) Architect
4 16 (16.00%) Cloud Engineer
5 12 (12.00%) Full Stack Developer
6 9 (9.00%) Development Engineer
6 9 (9.00%) Monitoring Engineer
7 8 (8.00%) .NET Developer
7 8 (8.00%) Cloud Architect
8 7 (7.00%) Service Architect
9 6 (6.00%) DevOps Engineer
9 6 (6.00%) Java Developer
10 5 (5.00%) Administrator
10 5 (5.00%) Applications Architect
10 5 (5.00%) ASP.NET Developer
10 5 (5.00%) AWS Engineer
10 5 (5.00%) Lead Developer
11 4 (4.00%) Azure Engineer
11 4 (4.00%) C# .NET Developer
11 4 (4.00%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 36 (36.00%) HTML
2 33 (33.00%) CSS
3 31 (31.00%) jQuery
4 23 (23.00%) HTML5
5 22 (22.00%) Web Services
6 21 (21.00%) CSS3
7 19 (19.00%) REST
8 14 (14.00%) .NET
9 11 (11.00%) AngularJS
10 10 (10.00%) ASP.NET
11 8 (8.00%) Node.js
12 7 (7.00%) Java EE
12 7 (7.00%) RabbitMQ
13 5 (5.00%) ASP.NET MVC
13 5 (5.00%) LESS
13 5 (5.00%) Middleware
14 4 (4.00%) RESTful
14 4 (4.00%) SVG
14 4 (4.00%) Twitter Bootstrap
15 3 (3.00%) Sass
Miscellaneous
1 29 (29.00%) Hybrid Cloud
2 28 (28.00%) Visualisation
3 22 (22.00%) Data Centre
4 19 (19.00%) Virtual Team
5 8 (8.00%) Blog
6 6 (6.00%) Enterprise Software
7 5 (5.00%) Mobile App
8 2 (2.00%) Computer Science
8 2 (2.00%) Enterprise Cloud
8 2 (2.00%) PKI
8 2 (2.00%) Replication
8 2 (2.00%) User Experience
9 1 (1.00%) EPoS
9 1 (1.00%) Mainframe
9 1 (1.00%) Private Cloud
9 1 (1.00%) Public Cloud
9 1 (1.00%) Statistics
Operating Systems
1 53 (53.00%) Windows
2 46 (46.00%) Linux
3 30 (30.00%) Unix
4 9 (9.00%) Windows Server
5 5 (5.00%) Android
5 5 (5.00%) Apple iOS
6 4 (4.00%) Windows Server 2012
7 3 (3.00%) Windows Server 2003
7 3 (3.00%) Windows Server 2008
8 2 (2.00%) Debian
8 2 (2.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 51 (51.00%) Agile Software Development
2 32 (32.00%) Configuration Management
2 32 (32.00%) TDD
3 31 (31.00%) SDLC
4 30 (30.00%) DevOps
5 29 (29.00%) SOA
6 28 (28.00%) Analytics
6 28 (28.00%) Machine Learning
6 28 (28.00%) Performance Monitoring
6 28 (28.00%) Service Delivery
6 28 (28.00%) Software Distribution
7 27 (27.00%) Software Engineering
8 21 (21.00%) BDD
8 21 (21.00%) Continuous Integration
9 19 (19.00%) Microservices
10 18 (18.00%) Open Source
11 12 (12.00%) Continuous Delivery
12 11 (11.00%) Automated Testing
13 10 (10.00%) Scrum
14 9 (9.00%) Project Management
Programming Languages
1 43 (43.00%) Java
2 20 (20.00%) JavaScript
3 18 (18.00%) Python
4 17 (17.00%) SQL
5 15 (15.00%) C#
6 11 (11.00%) Perl
7 7 (7.00%) C++
7 7 (7.00%) Ruby
8 5 (5.00%) C
9 4 (4.00%) PHP
9 4 (4.00%) PowerShell
10 3 (3.00%) T-SQL
11 2 (2.00%) Bash Shell
12 1 (1.00%) PHP 7
12 1 (1.00%) Tcl
Qualifications
1 40 (40.00%) Degree
2 4 (4.00%) Microsoft Certification
3 3 (3.00%) MCSE
4 2 (2.00%) MCTS
4 2 (2.00%) VMware Certified Professional (VCP)
5 1 (1.00%) MCITP
Quality Assurance & Compliance
1 3 (3.00%) SLA
2 1 (1.00%) ISO22301
System Software
1 37 (37.00%) Docker
2 11 (11.00%) VMware Infrastructure
3 4 (4.00%) Active Directory
3 4 (4.00%) Hyper-V
4 3 (3.00%) vSphere
5 1 (1.00%) iptables
Systems Management
1 28 (28.00%) Kubernetes
1 28 (28.00%) Mesos
2 12 (12.00%) Opscode Chef
2 12 (12.00%) Puppet
3 8 (8.00%) Ansible
4 7 (7.00%) CFEngine
5 2 (2.00%) Backup Exec
5 2 (2.00%) SCCM
5 2 (2.00%) Symantec Enterprise Vault
6 1 (1.00%) SCOM
Vendors
1 21 (21.00%) Oracle
2 12 (12.00%) Microsoft
2 12 (12.00%) VMware
3 10 (10.00%) Google
4 7 (7.00%) Sybase
5 5 (5.00%) Salesforce.com
5 5 (5.00%) SAP
6 4 (4.00%) EMC
7 3 (3.00%) NetApp
7 3 (3.00%) Red Hat
8 2 (2.00%) CommVault
8 2 (2.00%) Rackspace
8 2 (2.00%) SolarWinds
8 2 (2.00%) Symantec
9 1 (1.00%) Apple
9 1 (1.00%) ATG
9 1 (1.00%) Cisco
9 1 (1.00%) Citrix
9 1 (1.00%) DevExpress
9 1 (1.00%) ForgeRock
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