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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Amazon Web Services (AWS)
UK / Scotland
Rank 70 109 54
Rank change year-on-year
+39 -55
Permanent jobs citing Amazon AWS 63 46 122
As % of all permanent IT jobs located in Scotland 2.81% 1.56% 3.87%
As % of the Cloud Services category 27.88% 21.40% 45.35%
Number of salaries quoted 40 32 106
Median salary £45,000 £50,000 £47,500
Median salary % change year-on-year
-10.00% +5.26%
90% offered a salary of more than £32,350 £41,600 £40,000
10% offered a salary of more than £72,500 £70,000 £60,000
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +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
226 215 269
As % of all permanent IT jobs located in Scotland 10.08% 7.29% 8.54%
Number of salaries quoted 170 143 199
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year
-5.26% +5.55%
90% offered a salary of more than £31,200 £32,500 £30,000
10% offered a salary of more than £62,500 £60,400 £70,000
UK excluding London median salary £45,000 £45,000 £45,000

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 26 February 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 26 February 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
Edinburgh +14 32 £55,000 +10.00% 8
Glasgow +28 24 £42,500 -29.16% 2
Perth and Kinross - 2 £53,000 -
West Lothian -6 1 £25,000 -
North Lanarkshire - 1 £38,000 -
Dundee - 1 - -
Stirling - 1 £57,500 -
Amazon AWS
UK

Amazon AWS
Top 30 Related IT Skills in Scotland

For the 6 months to 26 February 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 78 (53.79%) Agile Software Development
2 58 (40.00%) Linux
3 57 (39.31%) Microsoft Azure
4 50 (34.48%) Java
5 49 (33.79%) DevOps
6 34 (23.45%) Windows
7 32 (22.07%) Python
8 29 (20.00%) C#
9 28 (19.31%) Microsoft
10 27 (18.62%) JavaScript
11 26 (17.93%) .NET
11 26 (17.93%) Puppet
12 25 (17.24%) Microservices
12 25 (17.24%) SQL
13 24 (16.55%) Web Services
14 23 (15.86%) Opscode Chef
15 22 (15.17%) PowerShell
15 22 (15.17%) CSS
15 22 (15.17%) Finance
15 22 (15.17%) Continuous Integration
16 20 (13.79%) HTML
16 20 (13.79%) Big Data
17 19 (13.10%) Cloud Computing
17 19 (13.10%) Ansible
17 19 (13.10%) Degree
17 19 (13.10%) Software Engineering
18 18 (12.41%) SQL Server
18 18 (12.41%) SDLC
18 18 (12.41%) Git (software)
19 17 (11.72%) Jenkins

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 (7.59%) Apache
2 9 (6.21%) JBoss
2 9 (6.21%) Tomcat
3 8 (5.52%) Cloud Foundry
4 6 (4.14%) Apache Pig
4 6 (4.14%) Apache Spark
4 6 (4.14%) IIS
5 5 (3.45%) Elasticsearch
6 4 (2.76%) GemFire
6 4 (2.76%) MS Exchange
6 4 (2.76%) Skype for Business
7 3 (2.07%) Exchange Server 2010
7 3 (2.07%) nginx
7 3 (2.07%) SAS
8 2 (1.38%) Blackberry Enterprise Server
9 1 (0.69%) Alfresco
9 1 (0.69%) Apache Solr
9 1 (0.69%) Confluence
9 1 (0.69%) Exchange Server 2003
9 1 (0.69%) FileNet
Applications
1 9 (6.21%) MS Excel
2 1 (0.69%) MS Office
Business Applications
1 2 (1.38%) Adobe Campaign
1 2 (1.38%) Dynamics GP
1 2 (1.38%) FastStats
Cloud Services
1 57 (39.31%) Microsoft Azure
2 19 (13.10%) Cloud Computing
3 16 (11.03%) SaaS
4 13 (8.97%) Amazon EC2
5 11 (7.59%) Amazon S3
6 9 (6.21%) IaaS
7 8 (5.52%) Google Cloud Platform
8 6 (4.14%) PaaS
9 5 (3.45%) Amazon CloudWatch
10 3 (2.07%) Amazon ELB
10 3 (2.07%) Google Compute Engine
10 3 (2.07%) iPaaS
10 3 (2.07%) Office 365
11 2 (1.38%) Amazon EMR
11 2 (1.38%) AWS Elastic Beanstalk
11 2 (1.38%) GitHub
12 1 (0.69%) Amazon SQS
12 1 (0.69%) AWS CloudFormation
12 1 (0.69%) DigitalOcean
12 1 (0.69%) Heroku
Communications & Networking
1 9 (6.21%) DNS
2 7 (4.83%) DHCP
2 7 (4.83%) Firewall
3 5 (3.45%) Internet
4 4 (2.76%) LAN
4 4 (2.76%) WAN
5 3 (2.07%) NAS
5 3 (2.07%) Network Security
5 3 (2.07%) SAN
5 3 (2.07%) TCP/IP
6 2 (1.38%) HTTP
6 2 (1.38%) Skype
7 1 (0.69%) OpenVPN
7 1 (0.69%) SMTP
7 1 (0.69%) SSL
7 1 (0.69%) VLAN
7 1 (0.69%) VPN
Database & Business Intelligence
1 20 (13.79%) Big Data
2 18 (12.41%) SQL Server
3 13 (8.97%) Relational Database
4 10 (6.90%) MySQL
5 7 (4.83%) Hadoop
5 7 (4.83%) RDBMS
6 6 (4.14%) Amazon RDS
6 6 (4.14%) Apache Hive
6 6 (4.14%) Data Warehouse
7 5 (3.45%) Flink
8 4 (2.76%) DB2
8 4 (2.76%) InterSystems Cache
8 4 (2.76%) SQL Server Integration Services
9 3 (2.07%) Amazon Redshift
9 3 (2.07%) NoSQL
9 3 (2.07%) PostgreSQL
9 3 (2.07%) SQL Server 2005
9 3 (2.07%) SQL Server Reporting Services
10 2 (1.38%) MongoDB
10 2 (1.38%) Oracle Reports
Development Applications
1 18 (12.41%) Git (software)
2 17 (11.72%) Jenkins
3 9 (6.21%) Subversion
4 5 (3.45%) TeamCity
5 3 (2.07%) GCC
5 3 (2.07%) Maven
6 2 (1.38%) Bitbucket
6 2 (1.38%) Concordion
6 2 (1.38%) Cucumber
6 2 (1.38%) FitNesse
6 2 (1.38%) Gradle
6 2 (1.38%) JBehave
6 2 (1.38%) MSI
6 2 (1.38%) NuGet
6 2 (1.38%) Sonatype Nexus
6 2 (1.38%) Team Foundation Server
6 2 (1.38%) Travis CI
6 2 (1.38%) Visual Studio
7 1 (0.69%) Grunt
7 1 (0.69%) Karma Test Runner
General
1 22 (15.17%) Finance
2 12 (8.28%) Banking
3 11 (7.59%) Games
4 8 (5.52%) Retail
5 7 (4.83%) Telecoms
6 5 (3.45%) Back Office
6 5 (3.45%) Retail Banking
7 4 (2.76%) General Ledger
8 2 (1.38%) Advertising
8 2 (1.38%) Front Office
9 1 (0.69%) Aerospace
9 1 (0.69%) Manufacturing
9 1 (0.69%) Marketing
Job Titles
1 53 (36.55%) Developer
2 22 (15.17%) DevOps Engineer
3 13 (8.97%) Senior Developer
4 11 (7.59%) Architect
4 11 (7.59%) Java Developer
4 11 (7.59%) Software Developer
5 10 (6.90%) Software Engineer
6 9 (6.21%) Administrator
6 9 (6.21%) Cloud Engineer
6 9 (6.21%) Lead Developer
7 8 (5.52%) Full Stack Developer
7 8 (5.52%) Systems Administrator
8 7 (4.83%) AWS DevOps
8 7 (4.83%) Solutions Architect
9 6 (4.14%) AWS Engineer
9 6 (4.14%) Developer/Software Engineer
9 6 (4.14%) Performance Tester
9 6 (4.14%) Tester
10 5 (3.45%) Designer
10 5 (3.45%) Solutions Designer
Libraries, Frameworks & Software Standards
1 26 (17.93%) .NET
2 24 (16.55%) Web Services
3 22 (15.17%) CSS
4 20 (13.79%) HTML
5 11 (7.59%) ASP.NET
5 11 (7.59%) REST
5 11 (7.59%) Spring
6 10 (6.90%) Hibernate
7 8 (5.52%) Ajax
7 8 (5.52%) jQuery
7 8 (5.52%) Node.js
8 7 (4.83%) Ruby on Rails
9 5 (3.45%) Elastic Stack
9 5 (3.45%) JMS
9 5 (3.45%) Kafka
9 5 (3.45%) NumPy
9 5 (3.45%) React
9 5 (3.45%) SciPy
10 4 (2.76%) Sidekiq
10 4 (2.76%) Unity (Game Engine)
Miscellaneous
1 12 (8.28%) Hybrid Cloud
2 11 (7.59%) Analytical Skills
3 9 (6.21%) Public Cloud
4 8 (5.52%) Computer Science
4 8 (5.52%) Data Centre
5 5 (3.45%) Mobile App
5 5 (3.45%) Social Media
6 4 (2.76%) Digital Media
6 4 (2.76%) Reference Data
7 3 (2.07%) Augmented Reality
8 2 (1.38%) Blackberry
8 2 (1.38%) Blog
8 2 (1.38%) e-Learning
8 2 (1.38%) Fintech
8 2 (1.38%) Linux Command Line
9 1 (0.69%) Cyber Attack
9 1 (0.69%) EMC VMAX
9 1 (0.69%) EMC VNX
9 1 (0.69%) Minimum Viable Product
9 1 (0.69%) Virtual Team
Operating Systems
1 58 (40.00%) Linux
2 34 (23.45%) Windows
3 16 (11.03%) Unix
4 11 (7.59%) Windows Server
5 8 (5.52%) CentOS
5 8 (5.52%) Red Hat Enterprise Linux
6 6 (4.14%) Ubuntu
7 5 (3.45%) Android
7 5 (3.45%) Apple iOS
7 5 (3.45%) Windows Server 2008
7 5 (3.45%) Windows Server 2012
8 3 (2.07%) Solaris
8 3 (2.07%) Windows 7
9 2 (1.38%) Windows 10
9 2 (1.38%) Windows Server 2003
10 1 (0.69%) Oracle Linux
10 1 (0.69%) VMS
10 1 (0.69%) Windows 8
10 1 (0.69%) Windows Vista
10 1 (0.69%) Windows XP
Processes & Methodologies
1 78 (53.79%) Agile Software Development
2 49 (33.79%) DevOps
3 25 (17.24%) Microservices
4 22 (15.17%) Continuous Integration
5 19 (13.10%) Software Engineering
6 18 (12.41%) SDLC
7 15 (10.34%) Web Development
8 14 (9.66%) Configuration Management
8 14 (9.66%) Scrum
9 12 (8.28%) ETL
9 12 (8.28%) High Availability
9 12 (8.28%) Open Source
9 12 (8.28%) TDD
10 11 (7.59%) OO
10 11 (7.59%) SOA
11 10 (6.90%) Analytics
11 10 (6.90%) Service Delivery
12 9 (6.21%) Mathematics
12 9 (6.21%) Performance Tuning
13 8 (5.52%) Data Protection
Programming Languages
1 50 (34.48%) Java
2 32 (22.07%) Python
3 29 (20.00%) C#
4 27 (18.62%) JavaScript
5 25 (17.24%) SQL
6 22 (15.17%) PowerShell
7 14 (9.66%) Ruby
8 9 (6.21%) Perl
9 8 (5.52%) Scala
10 7 (4.83%) Bash Shell
10 7 (4.83%) Shell Script
11 5 (3.45%) CoffeeScript
11 5 (3.45%) PHP
11 5 (3.45%) T-SQL
12 4 (2.76%) C++
13 3 (2.07%) Clojure
13 3 (2.07%) PL/SQL
13 3 (2.07%) VBScript
14 2 (1.38%) C
14 2 (1.38%) SAS Macro
Qualifications
1 19 (13.10%) Degree
2 3 (2.07%) CISSP
3 2 (1.38%) AWS Certification
3 2 (1.38%) ITIL Certification
3 2 (1.38%) MCSE
3 2 (1.38%) Microsoft Certification
4 1 (0.69%) MCSA
4 1 (0.69%) Postgraduate
4 1 (0.69%) Security Cleared
4 1 (0.69%) VCP5
4 1 (0.69%) VCP6
4 1 (0.69%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 3 (2.07%) Data Quality
2 2 (1.38%) Dodd-Frank
2 2 (1.38%) EMIR
2 2 (1.38%) MiFID
2 2 (1.38%) SLA
System Software
1 12 (8.28%) Active Directory
2 11 (7.59%) Docker
3 10 (6.90%) Hyper-V
3 10 (6.90%) VMware Infrastructure
4 6 (4.14%) vSphere
5 5 (3.45%) Apache Flume
6 4 (2.76%) KVM
6 4 (2.76%) VMware ESXi
6 4 (2.76%) Xen
7 2 (1.38%) Microsoft App-V
7 2 (1.38%) XenApp
7 2 (1.38%) XenDesktop
8 1 (0.69%) EMC RecoverPoint
8 1 (0.69%) Gluster
8 1 (0.69%) ISA Server
8 1 (0.69%) NFS
8 1 (0.69%) Samba
Systems Management
1 26 (17.93%) Puppet
2 23 (15.86%) Opscode Chef
3 19 (13.10%) Ansible
4 6 (4.14%) SCCM
5 5 (3.45%) Docker Swarm
5 5 (3.45%) Kubernetes
5 5 (3.45%) Mesos
6 3 (2.07%) Capistrano
6 3 (2.07%) Microsoft Clustering
6 3 (2.07%) PowerCLI
6 3 (2.07%) SCOM
6 3 (2.07%) yum
7 2 (1.38%) Packer
7 2 (1.38%) Symantec Endpoint Protection
7 2 (1.38%) Symantec Enterprise Vault
7 2 (1.38%) Terraform
8 1 (0.69%) cPanel
8 1 (0.69%) MOM
8 1 (0.69%) NetVault Backup
8 1 (0.69%) Norton AntiVirus
Vendors
1 28 (19.31%) Microsoft
2 13 (8.97%) Google
2 13 (8.97%) VMware
3 11 (7.59%) Splunk
4 9 (6.21%) Red Hat
5 8 (5.52%) Cisco
6 5 (3.45%) Oracle
7 3 (2.07%) AppDynamics
7 3 (2.07%) Juniper
7 3 (2.07%) Perforce
8 2 (1.38%) Apteco
8 2 (1.38%) CA
8 2 (1.38%) F5
8 2 (1.38%) Guidewire
8 2 (1.38%) Rackspace
8 2 (1.38%) Sage
8 2 (1.38%) Salesforce.com
8 2 (1.38%) Symantec
8 2 (1.38%) Tableau
8 2 (1.38%) Varonis
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