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

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Amazon Web Services (AWS)
Rank 101 95 128
Rank change year-on-year
-6 +33
Permanent jobs citing Amazon AWS 56 70 51
As % of all permanent IT jobs located in Scotland 1.94% 2.22% 1.37%
As % of the Cloud Services category 22.58% 38.25% 36.43%
Number of salaries quoted 16 40 27
Median salary £45,000 £45,000 £47,000
Median salary % change year-on-year
- -4.25%
90% offered a salary of more than £35,750 £29,500 £30,000
10% offered a salary of more than £67,500 £79,500 £50,000
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
248 183 140
As % of all permanent IT jobs located in Scotland 8.58% 5.79% 3.77%
Number of salaries quoted 152 115 96
Median salary £45,000 £42,500 £37,500
Median salary % change year-on-year
+5.88% +13.33%
90% offered a salary of more than £27,500 £28,000 £25,000
10% offered a salary of more than £65,500 £55,000 £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 30 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 30 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 +14 45 £47,500 -17.39% 2
Edinburgh -29 9 £45,000 -2.70% 5
Falkirk - 1 £39,000 -
Amazon AWS
UK

Amazon AWS
Top 30 Related IT Skills in Scotland

For the 6 months to 30 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 68 (66.02%) Microsoft Azure
2 54 (52.43%) Windows
3 50 (48.54%) Linux
4 49 (47.57%) Finance
4 49 (47.57%) Agile Software Development
5 48 (46.60%) Java
5 48 (46.60%) PaaS
6 41 (39.81%) Docker
7 37 (35.92%) NoSQL
7 37 (35.92%) Degree
8 35 (33.98%) Configuration Management
9 34 (33.01%) TDD
10 33 (32.04%) DevOps
11 32 (31.07%) SDLC
11 32 (31.07%) IaaS
12 31 (30.10%) Amazon S3
12 31 (30.10%) HTML
12 31 (30.10%) Unix
12 31 (30.10%) CSS
12 31 (30.10%) Hybrid Cloud
13 30 (29.13%) jQuery
13 30 (29.13%) Amazon EC2
14 29 (28.16%) Visualisation
14 29 (28.16%) Analytics
14 29 (28.16%) Software Distribution
14 29 (28.16%) Machine Learning
14 29 (28.16%) Web Services
14 29 (28.16%) SOA
14 29 (28.16%) Service Delivery
14 29 (28.16%) Amazon CloudWatch

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 (10.68%) Apache Qpid
1 11 (10.68%) Cloud Foundry
2 4 (3.88%) IIS
2 4 (3.88%) JBoss
3 3 (2.91%) CMS
3 3 (2.91%) MS Exchange
4 2 (1.94%) Apache Solr
4 2 (1.94%) Elasticsearch
4 2 (1.94%) Exchange Server 2007
4 2 (1.94%) Exchange Server 2010
4 2 (1.94%) Exchange Server 2013
4 2 (1.94%) SharePoint
4 2 (1.94%) Skype for Business
Applications
1 6 (5.83%) MS Excel
2 4 (3.88%) MS Project
Business Applications
1 4 (3.88%) Oracle EBS
2 1 (0.97%) Oracle Retail
Cloud Services
1 68 (66.02%) Microsoft Azure
2 48 (46.60%) PaaS
3 32 (31.07%) IaaS
4 31 (30.10%) Amazon S3
5 30 (29.13%) Amazon EC2
6 29 (28.16%) Amazon CloudWatch
7 22 (21.36%) SaaS
8 12 (11.65%) GitHub
8 12 (11.65%) Google Cloud Platform
8 12 (11.65%) Google Compute Engine
9 11 (10.68%) Google App Engine
9 11 (10.68%) Heroku
10 10 (9.71%) Cloud Computing
11 3 (2.91%) Azure Active Directory
11 3 (2.91%) Office 365
12 2 (1.94%) Amazon SQS
12 2 (1.94%) AWS Lambda
13 1 (0.97%) AWS Elastic Beanstalk
13 1 (0.97%) Bluemix
13 1 (0.97%) OpenShift
Communications & Networking
1 16 (15.53%) Internet
2 13 (12.62%) Firewall
3 12 (11.65%) HTTP
4 11 (10.68%) AMQP
4 11 (10.68%) Software-Defined Networking
5 6 (5.83%) SAN
6 4 (3.88%) DNS
7 3 (2.91%) DHCP
7 3 (2.91%) VPN
8 2 (1.94%) TCP/IP
9 1 (0.97%) Ethernet
9 1 (0.97%) FirePass
9 1 (0.97%) MPLS
9 1 (0.97%) NAS
9 1 (0.97%) SMTP
9 1 (0.97%) VLAN
9 1 (0.97%) VoIP
9 1 (0.97%) WAN
Database & Business Intelligence
1 37 (35.92%) NoSQL
2 18 (17.48%) MongoDB
3 15 (14.56%) MySQL
4 14 (13.59%) SQL Server
5 13 (12.62%) Apache Cassandra
5 13 (12.62%) PostgreSQL
5 13 (12.62%) Relational Database
6 12 (11.65%) RDBMS
7 6 (5.83%) SQL Server Integration Services
8 4 (3.88%) SQL Server Reporting Services
9 3 (2.91%) Big Data
9 3 (2.91%) SQL Server 2008
9 3 (2.91%) SQL Server 2012
9 3 (2.91%) SQL Server Analysis Services
10 2 (1.94%) Hadoop
11 1 (0.97%) Amazon RDS
Development Applications
1 14 (13.59%) Jenkins
2 11 (10.68%) Atlassian Bamboo
3 5 (4.85%) Grunt
3 5 (4.85%) gulp
4 3 (2.91%) Git (software)
4 3 (2.91%) Maven
5 2 (1.94%) Ant
5 2 (1.94%) Gradle
5 2 (1.94%) Jasmine
5 2 (1.94%) JUnit
5 2 (1.94%) Karma Test Runner
5 2 (1.94%) Mocha
5 2 (1.94%) PHPUnit
6 1 (0.97%) Team Foundation Server
General
1 49 (47.57%) Finance
2 12 (11.65%) Billing
3 3 (2.91%) Banking
4 2 (1.94%) Games
5 1 (0.97%) Marketing
5 1 (0.97%) Retail
Job Titles
1 38 (36.89%) Developer
2 23 (22.33%) Architect
3 20 (19.42%) Cloud Developer
4 16 (15.53%) Cloud Engineer
5 12 (11.65%) Cloud Architect
5 12 (11.65%) Full Stack Developer
6 11 (10.68%) Service Architect
7 9 (8.74%) Development Engineer
7 9 (8.74%) Monitoring Engineer
8 8 (7.77%) DevOps Engineer
8 8 (7.77%) Java Developer
9 5 (4.85%) AWS Engineer
9 5 (4.85%) Infrastructure Manager
9 5 (4.85%) Senior Developer
10 4 (3.88%) Applications Architect
10 4 (3.88%) Azure Engineer
10 4 (3.88%) Cloud Infrastructure Manager
10 4 (3.88%) Systems Engineer
10 4 (3.88%) Technology Architect
11 3 (2.91%) DBA
Libraries, Frameworks & Software Standards
1 31 (30.10%) CSS
1 31 (30.10%) HTML
2 30 (29.13%) jQuery
3 29 (28.16%) Web Services
4 23 (22.33%) HTML5
5 22 (21.36%) CSS3
6 20 (19.42%) REST
7 11 (10.68%) Java EE
7 11 (10.68%) RabbitMQ
8 8 (7.77%) AngularJS
9 7 (6.80%) .NET
10 6 (5.83%) ASP.NET
10 6 (5.83%) Node.js
11 5 (4.85%) LESS
11 5 (4.85%) Middleware
12 4 (3.88%) Spring
12 4 (3.88%) Twitter Bootstrap
13 3 (2.91%) COM
13 3 (2.91%) OOCSS
13 3 (2.91%) Sass
Miscellaneous
1 31 (30.10%) Hybrid Cloud
2 29 (28.16%) Visualisation
3 27 (26.21%) Data Centre
4 20 (19.42%) Virtual Team
5 11 (10.68%) Blog
6 5 (4.85%) Mobile App
7 3 (2.91%) Enterprise Software
7 3 (2.91%) Public Cloud
8 2 (1.94%) Computer Science
8 2 (1.94%) PKI
8 2 (1.94%) Replication
9 1 (0.97%) Analytical Skills
9 1 (0.97%) Clustering
9 1 (0.97%) EPoS
9 1 (0.97%) Mainframe
9 1 (0.97%) Statistics
Operating Systems
1 54 (52.43%) Windows
2 50 (48.54%) Linux
3 31 (30.10%) Unix
4 11 (10.68%) Windows Server
5 5 (4.85%) Windows Server 2012
6 4 (3.88%) Android
6 4 (3.88%) Apple iOS
6 4 (3.88%) Windows Server 2008
7 3 (2.91%) Windows Server 2003
8 2 (1.94%) Debian
8 2 (1.94%) Red Hat Enterprise Linux
9 1 (0.97%) VMS
Processes & Methodologies
1 49 (47.57%) Agile Software Development
2 35 (33.98%) Configuration Management
3 34 (33.01%) TDD
4 33 (32.04%) DevOps
5 32 (31.07%) SDLC
6 29 (28.16%) Analytics
6 29 (28.16%) Machine Learning
6 29 (28.16%) Performance Monitoring
6 29 (28.16%) Service Delivery
6 29 (28.16%) SOA
6 29 (28.16%) Software Distribution
7 27 (26.21%) Software Engineering
8 25 (24.27%) Continuous Integration
9 22 (21.36%) BDD
10 20 (19.42%) Microservices
11 17 (16.50%) Open Source
12 16 (15.53%) Continuous Delivery
13 15 (14.56%) Automated Testing
14 11 (10.68%) Release Management
14 11 (10.68%) Use Case
Programming Languages
1 48 (46.60%) Java
2 24 (23.30%) Python
3 14 (13.59%) C#
3 14 (13.59%) SQL
4 12 (11.65%) JavaScript
5 11 (10.68%) C++
5 11 (10.68%) Perl
6 7 (6.80%) Ruby
7 4 (3.88%) C
7 4 (3.88%) PHP
7 4 (3.88%) PowerShell
8 3 (2.91%) T-SQL
9 2 (1.94%) Bash Shell
10 1 (0.97%) PHP 7
10 1 (0.97%) Tcl
Qualifications
1 37 (35.92%) Degree
2 4 (3.88%) Microsoft Certification
3 3 (2.91%) MCSE
4 2 (1.94%) MCTS
4 2 (1.94%) VMware Certified Professional (VCP)
5 1 (0.97%) MCITP
Quality Assurance & Compliance
1 3 (2.91%) SLA
2 1 (0.97%) ISO22301
System Software
1 41 (39.81%) Docker
2 11 (10.68%) VMware Infrastructure
3 6 (5.83%) Hyper-V
4 5 (4.85%) Active Directory
5 3 (2.91%) vSphere
6 1 (0.97%) iptables
6 1 (0.97%) Terminal Server
Systems Management
1 29 (28.16%) Kubernetes
1 29 (28.16%) Mesos
2 18 (17.48%) Opscode Chef
2 18 (17.48%) Puppet
3 11 (10.68%) CFEngine
4 9 (8.74%) Ansible
5 2 (1.94%) Backup Exec
5 2 (1.94%) SCCM
5 2 (1.94%) Symantec Enterprise Vault
6 1 (0.97%) SCOM
Vendors
1 22 (21.36%) Oracle
2 12 (11.65%) Google
2 12 (11.65%) Microsoft
2 12 (11.65%) VMware
3 11 (10.68%) Sybase
4 4 (3.88%) EMC
4 4 (3.88%) Salesforce.com
4 4 (3.88%) SAP
5 3 (2.91%) NetApp
6 2 (1.94%) Cisco
6 2 (1.94%) CommVault
6 2 (1.94%) Rackspace
6 2 (1.94%) Red Hat
6 2 (1.94%) SolarWinds
6 2 (1.94%) Symantec
7 1 (0.97%) Citrix
7 1 (0.97%) DevExpress
7 1 (0.97%) SonicWALL
7 1 (0.97%) Telerik
7 1 (0.97%) WatchGuard
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