The table below looks at the statistics for Amazon AWS skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Amazon AWS over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Amazon Web Services (AWS)
Scotland / Edinburgh
Rank 58 67 41
Rank change year-on-year
+9 -26
Permanent jobs citing Amazon AWS 35 25 73
As % of all permanent IT jobs located in Edinburgh 3.15% 1.99% 5.42%
As % of the Cloud Services category 29.17% 29.76% 48.67%
Number of salaries quoted 25 21 60
Median salary £55,000 £50,000 £47,500
Median salary % change year-on-year
+10.00% +5.26%
90% offered a salary of more than £32,600 £45,000 £42,000
10% offered a salary of more than £72,500 £70,000 £62,500
UK excluding London median salary £50,000 £50,000 £45,500
% change year-on-year
- +9.89%

The following table is for comparison with the above and provides statistics for the entire Cloud Services category in permanent jobs advertised in the Edinburgh region.

Cloud Services Category
Edinburgh
Permanent IT job ads with a match in the
Cloud Services category
120 84 150
As % of all permanent IT jobs located in Edinburgh 10.81% 6.67% 11.14%
Number of salaries quoted 93 63 113
Median salary £49,000 £47,500 £45,000
Median salary % change year-on-year
+3.15% +5.55%
90% offered a salary of more than £31,600 £32,500 £28,600
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £45,000 £45,000 £45,000

Amazon AWS
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh 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 Edinburgh

Amazon AWS
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon AWS across the Edinburgh region.

Amazon AWS Salary Trend in Edinburgh

Amazon AWS
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Amazon AWS across the Edinburgh region over the 3 months to 22 February 2017.

Amazon AWS Salary Histogram in Edinburgh

Amazon AWS
Top 30 Related IT Skills in Edinburgh

For the 6 months to 22 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 Edinburgh region with a requirement for Amazon AWS.

1 36 (54.55%) Linux
2 35 (53.03%) Agile Software Development
3 31 (46.97%) DevOps
4 22 (33.33%) Puppet
5 21 (31.82%) Windows
5 21 (31.82%) Java
6 20 (30.30%) Opscode Chef
7 16 (24.24%) Ansible
7 16 (24.24%) Microsoft Azure
8 14 (21.21%) Web Services
9 12 (18.18%) Python
10 11 (16.67%) Microservices
11 10 (15.15%) Microsoft
11 10 (15.15%) Finance
11 10 (15.15%) Banking
11 10 (15.15%) Degree
12 9 (13.64%) Ruby
12 9 (13.64%) High Availability
12 9 (13.64%) Apache
13 8 (12.12%) SQL Server
13 8 (12.12%) Red Hat
13 8 (12.12%) Jenkins
13 8 (12.12%) Continuous Integration
13 8 (12.12%) Red Hat Enterprise Linux
14 7 (10.61%) Git (software)
14 7 (10.61%) Ruby on Rails
14 7 (10.61%) Open Source
14 7 (10.61%) Configuration Management
14 7 (10.61%) TDD
14 7 (10.61%) Scrum

Amazon AWS
Top Related IT Skills in Edinburgh 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 9 (13.64%) Apache
2 7 (10.61%) Tomcat
3 6 (9.09%) JBoss
4 4 (6.06%) Elasticsearch
4 4 (6.06%) IIS
5 3 (4.55%) nginx
6 2 (3.03%) Blackberry Enterprise Server
6 2 (3.03%) Cloud Foundry
6 2 (3.03%) Exchange Server 2010
6 2 (3.03%) MS Exchange
6 2 (3.03%) SAS
6 2 (3.03%) Skype for Business
7 1 (1.52%) Apache Pig
7 1 (1.52%) Apache Solr
7 1 (1.52%) OpenStack
Applications
1 1 (1.52%) MS Excel
Business Applications
1 2 (3.03%) Adobe Campaign
1 2 (3.03%) FastStats
Cloud Services
1 16 (24.24%) Microsoft Azure
2 6 (9.09%) Cloud Computing
2 6 (9.09%) SaaS
3 3 (4.55%) Amazon S3
3 3 (4.55%) Google Cloud Platform
3 3 (4.55%) IaaS
3 3 (4.55%) iPaaS
4 2 (3.03%) Amazon EC2
4 2 (3.03%) AWS Elastic Beanstalk
4 2 (3.03%) Office 365
5 1 (1.52%) Amazon EMR
5 1 (1.52%) Amazon SQS
5 1 (1.52%) AWS CloudFormation
5 1 (1.52%) AWS Lambda
5 1 (1.52%) DigitalOcean
Communications & Networking
1 4 (6.06%) DNS
2 3 (4.55%) DHCP
2 3 (4.55%) NAS
2 3 (4.55%) Network Security
3 2 (3.03%) Firewall
3 2 (3.03%) LAN
3 2 (3.03%) SAN
3 2 (3.03%) WAN
4 1 (1.52%) HTTP
4 1 (1.52%) OpenVPN
4 1 (1.52%) SMTP
4 1 (1.52%) SSL
4 1 (1.52%) TCP/IP
Database & Business Intelligence
1 8 (12.12%) SQL Server
2 6 (9.09%) Big Data
2 6 (9.09%) MySQL
2 6 (9.09%) Relational Database
3 3 (4.55%) Amazon RDS
3 3 (4.55%) RDBMS
4 2 (3.03%) Amazon Redshift
4 2 (3.03%) Data Warehouse
4 2 (3.03%) DB2
4 2 (3.03%) Oracle Reports
4 2 (3.03%) QlikView
4 2 (3.03%) SAS Enterprise Guide
4 2 (3.03%) SQL Server 2005
4 2 (3.03%) SQL Server 2014
5 1 (1.52%) Apache Hive
5 1 (1.52%) Data Mining
5 1 (1.52%) Hadoop
5 1 (1.52%) MariaDB
5 1 (1.52%) MongoDB
5 1 (1.52%) NoSQL
Development Applications
1 8 (12.12%) Jenkins
2 7 (10.61%) Git (software)
3 3 (4.55%) GCC
3 3 (4.55%) Maven
4 2 (3.03%) Bitbucket
4 2 (3.03%) MSI
4 2 (3.03%) NuGet
4 2 (3.03%) Sonatype Nexus
4 2 (3.03%) Team Foundation Server
5 1 (1.52%) git-flow
5 1 (1.52%) Grunt
5 1 (1.52%) gulp
5 1 (1.52%) Jasmine
5 1 (1.52%) Karma Test Runner
5 1 (1.52%) Mocha
5 1 (1.52%) PHPUnit
General
1 10 (15.15%) Banking
1 10 (15.15%) Finance
2 6 (9.09%) Retail
3 5 (7.58%) Retail Banking
3 5 (7.58%) Telecoms
4 4 (6.06%) Games
5 1 (1.52%) Advertising
5 1 (1.52%) Marketing
Job Titles
1 18 (27.27%) DevOps Engineer
2 16 (24.24%) Developer
3 6 (9.09%) Architect
3 6 (9.09%) AWS DevOps
4 5 (7.58%) Administrator
4 5 (7.58%) AWS Engineer
4 5 (7.58%) Systems Administrator
5 4 (6.06%) Java Developer
5 4 (6.06%) Operations Engineer
5 4 (6.06%) Ruby Developer
5 4 (6.06%) Software Developer
5 4 (6.06%) Solutions Architect
6 3 (4.55%) Azure DevOps
6 3 (4.55%) Azure Engineer
6 3 (4.55%) Cloud Engineer
6 3 (4.55%) Linux Administrator
6 3 (4.55%) Linux Systems Administrator
6 3 (4.55%) Performance Tester
6 3 (4.55%) Software Engineer
6 3 (4.55%) Tester
Libraries, Frameworks & Software Standards
1 14 (21.21%) Web Services
2 7 (10.61%) .NET
2 7 (10.61%) Ruby on Rails
3 6 (9.09%) ASP.NET
3 6 (9.09%) Node.js
4 4 (6.06%) React
4 4 (6.06%) Sidekiq
5 3 (4.55%) AngularJS
5 3 (4.55%) LAMP
6 2 (3.03%) Ajax
6 2 (3.03%) jQuery
7 1 (1.52%) CSS
7 1 (1.52%) Hibernate
7 1 (1.52%) HTML
7 1 (1.52%) J2EE
7 1 (1.52%) JMS
7 1 (1.52%) RESTful
7 1 (1.52%) Spring
7 1 (1.52%) Swing
Miscellaneous
1 7 (10.61%) Analytical Skills
2 5 (7.58%) Social Media
3 4 (6.06%) Computer Science
3 4 (6.06%) Data Centre
4 3 (4.55%) Public Cloud
5 2 (3.03%) Blackberry
5 2 (3.03%) Digital Media
5 2 (3.03%) Fintech
6 1 (1.52%) Algorithms
6 1 (1.52%) Data Structures
6 1 (1.52%) Device Driver
6 1 (1.52%) Linux Command Line
6 1 (1.52%) Private Cloud
6 1 (1.52%) Replication
6 1 (1.52%) Virtual Team
Operating Systems
1 36 (54.55%) Linux
2 21 (31.82%) Windows
3 8 (12.12%) Red Hat Enterprise Linux
4 6 (9.09%) CentOS
4 6 (9.09%) Windows Server
5 4 (6.06%) Ubuntu
6 3 (4.55%) Unix
7 2 (3.03%) Solaris
7 2 (3.03%) Windows Server 2012
8 1 (1.52%) Oracle Linux
8 1 (1.52%) VMS
8 1 (1.52%) Windows 7
8 1 (1.52%) Windows Server 2008
Processes & Methodologies
1 35 (53.03%) Agile Software Development
2 31 (46.97%) DevOps
3 11 (16.67%) Microservices
4 9 (13.64%) High Availability
5 8 (12.12%) Continuous Integration
6 7 (10.61%) Configuration Management
6 7 (10.61%) Open Source
6 7 (10.61%) Scrum
6 7 (10.61%) TDD
7 6 (9.09%) Software Engineering
8 5 (7.58%) Performance Tuning
8 5 (7.58%) TOGAF
9 4 (6.06%) Change Management
9 4 (6.06%) Continuous Delivery
9 4 (6.06%) ITIL
9 4 (6.06%) Performance Engineering
9 4 (6.06%) Performance Testing
9 4 (6.06%) Project Management
9 4 (6.06%) Root Cause Analysis
9 4 (6.06%) SOA
Programming Languages
1 21 (31.82%) Java
2 12 (18.18%) Python
3 9 (13.64%) Ruby
4 7 (10.61%) C#
4 7 (10.61%) SQL
5 6 (9.09%) PowerShell
6 5 (7.58%) Bash Shell
6 5 (7.58%) CoffeeScript
7 4 (6.06%) Perl
8 3 (4.55%) Clojure
8 3 (4.55%) JavaScript
8 3 (4.55%) Scala
9 2 (3.03%) PHP
9 2 (3.03%) PL/SQL
9 2 (3.03%) SAS Macro
9 2 (3.03%) VBScript
10 1 (1.52%) C
10 1 (1.52%) Shell Script
Qualifications
1 10 (15.15%) Degree
2 3 (4.55%) CISSP
3 1 (1.52%) AWS Certification
3 1 (1.52%) MCSA
3 1 (1.52%) MCSE
3 1 (1.52%) Microsoft Certification
3 1 (1.52%) Postgraduate
System Software
1 6 (9.09%) Hyper-V
1 6 (9.09%) VMware Infrastructure
2 5 (7.58%) Active Directory
3 4 (6.06%) KVM
3 4 (6.06%) VMware ESXi
4 3 (4.55%) vSphere
4 3 (4.55%) Xen
5 2 (3.03%) Microsoft App-V
5 2 (3.03%) XenApp
5 2 (3.03%) XenDesktop
6 1 (1.52%) Gluster
6 1 (1.52%) NFS
6 1 (1.52%) Samba
Systems Management
1 22 (33.33%) Puppet
2 20 (30.30%) Opscode Chef
3 16 (24.24%) Ansible
4 4 (6.06%) SCCM
5 3 (4.55%) Capistrano
5 3 (4.55%) SCOM
5 3 (4.55%) yum
6 2 (3.03%) Microsoft Clustering
6 2 (3.03%) PowerCLI
6 2 (3.03%) Symantec Endpoint Protection
6 2 (3.03%) Symantec Enterprise Vault
6 2 (3.03%) Terraform
7 1 (1.52%) NetVault Backup
7 1 (1.52%) Packer
Vendors
1 10 (15.15%) Microsoft
2 8 (12.12%) Red Hat
3 7 (10.61%) VMware
4 5 (7.58%) Splunk
5 4 (6.06%) Cisco
5 4 (6.06%) Google
6 3 (4.55%) Juniper
6 3 (4.55%) Oracle
6 3 (4.55%) Perforce
7 2 (3.03%) Adobe
7 2 (3.03%) AppDynamics
7 2 (3.03%) Apteco
7 2 (3.03%) CA
7 2 (3.03%) Citrix
7 2 (3.03%) F5
7 2 (3.03%) Rackspace
7 2 (3.03%) Symantec
7 2 (3.03%) Tableau
7 2 (3.03%) Varonis
8 1 (1.52%) Dell
Edinburgh, Midlothian
Harvey Nash plc
Posted: Yesterday
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: £30000 - £45000 per annum + Employee Benefits
Posted: 2 days ago
Edinburgh, Midlothian
FPSG Connect
Salary: Excellent Benefits & Package
Posted: 6 days ago
Edinburgh
OHO Group Ltd.
Salary: £60000 - £70000 per annum
Posted: 8 days ago
Edinburgh, Midlothian
Marks Sattin
Salary: £65000 - £80000 per annum
Posted: 16 hours ago