The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Amazon AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon AWS over the 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Amazon Web Services (AWS)
Scotland / Glasgow
Rank 60 89 50
Rank change year-on-year +29 -39  
Permanent jobs citing Amazon AWS 27 19 49
As % of all permanent IT jobs advertised in Glasgow 2.97% 1.47% 4.37%
As % of the Cloud Services category 30.00% 13.87% 51.04%
Number of salaries quoted 16 14 47
Median salary £41,000 £50,000 £47,000
Median salary % change year-on-year -18.00% +6.38%  
90% offered a salary of more than £32,500 £35,900 £40,000
10% offered a salary of more than £50,000 £70,000 £60,000
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year - +11.11%  

Amazon AWS is in the cloud computing skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for cloud computing skills.

Cloud Computing Skills
Glasgow
Permanent job vacancies with a requirement for cloud computing skills 90 137 96
As % of all permanent IT job vacancies advertised in Glasgow 9.89% 10.58% 8.56%
Number of salaries quoted 60 90 82
Median salary £44,471 £43,500 £45,000
Median salary % change year-on-year +2.23% -3.33%  
90% offered a salary of more than £32,500 £31,500 £32,500
10% offered a salary of more than £50,000 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £45,000

Amazon AWS
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Amazon AWS as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

Job vacancy trend for Amazon AWS in Glasgow

Amazon AWS
Salary Trend in Glasgow

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

Salary trend for Amazon AWS in Glasgow

Amazon AWS
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Amazon AWS in Glasgow over the 3 months to 22 March 2017.

Salary histogram for Amazon AWS in Glasgow

Amazon AWS
Top 30 Related IT Skills in Glasgow

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

1 36 (54.55%) Agile Software Development
2 33 (50.00%) Java
2 33 (50.00%) Microsoft Azure
3 21 (31.82%) JavaScript
4 19 (28.79%) Python
5 18 (27.27%) CSS
5 18 (27.27%) SDLC
6 17 (25.76%) SQL
7 16 (24.24%) HTML
7 16 (24.24%) DevOps
8 15 (22.73%) Linux
9 14 (21.21%) Software Engineering
9 14 (21.21%) Continuous Integration
10 13 (19.70%) Unix
10 13 (19.70%) Microsoft
10 13 (19.70%) Microservices
10 13 (19.70%) Hybrid Cloud
11 12 (18.18%) Spring
12 11 (16.67%) PowerShell
12 11 (16.67%) Windows
12 11 (16.67%) Finance
13 10 (15.15%) Hibernate
13 10 (15.15%) Docker
14 9 (13.64%) VMware
14 9 (13.64%) .NET
14 9 (13.64%) MS Excel
14 9 (13.64%) Cloud Computing
14 9 (13.64%) Big Data
14 9 (13.64%) Jenkins
15 8 (12.12%) Ajax

Amazon AWS
Top Related IT Skills in Glasgow 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 6 (9.09%) Apache Spark
1 6 (9.09%) Cloud Foundry
2 5 (7.58%) Apache Pig
3 4 (6.06%) GemFire
4 3 (4.55%) Skype for Business
5 2 (3.03%) IIS
5 2 (3.03%) JBoss
5 2 (3.03%) MS Exchange
6 1 (1.52%) Apache
6 1 (1.52%) Confluence
6 1 (1.52%) Exchange Server 2003
6 1 (1.52%) Exchange Server 2010
6 1 (1.52%) Oracle SOA Suite
6 1 (1.52%) Tomcat
Applications
1 9 (13.64%) MS Excel
2 1 (1.52%) MS Office
Business Applications
1 2 (3.03%) Dynamics GP
Cloud Services
1 33 (50.00%) Microsoft Azure
2 9 (13.64%) Cloud Computing
3 6 (9.09%) Amazon EC2
3 6 (9.09%) Amazon S3
3 6 (9.09%) PaaS
3 6 (9.09%) SaaS
4 5 (7.58%) Amazon CloudWatch
4 5 (7.58%) IaaS
5 3 (4.55%) Google Cloud Platform
5 3 (4.55%) Google Compute Engine
6 2 (3.03%) GitHub
7 1 (1.52%) Amazon ELB
7 1 (1.52%) Amazon EMR
Communications & Networking
1 7 (10.61%) Firewall
2 5 (7.58%) DHCP
2 5 (7.58%) DNS
3 4 (6.06%) Internet
4 2 (3.03%) SAN
4 2 (3.03%) Skype
5 1 (1.52%) LAN
5 1 (1.52%) WAN
Database & Business Intelligence
1 9 (13.64%) Big Data
2 8 (12.12%) SQL Server
3 7 (10.61%) Relational Database
4 5 (7.58%) Apache Hive
4 5 (7.58%) Flink
4 5 (7.58%) Hadoop
5 4 (6.06%) Data Warehouse
5 4 (6.06%) InterSystems Cache
5 4 (6.06%) RDBMS
5 4 (6.06%) SQL Server Integration Services
6 3 (4.55%) SQL Server Reporting Services
7 2 (3.03%) DB2
7 2 (3.03%) MySQL
7 2 (3.03%) PostgreSQL
8 1 (1.52%) Amazon RDS
8 1 (1.52%) Amazon Redshift
8 1 (1.52%) OLAP
8 1 (1.52%) OLTP
8 1 (1.52%) SQL Server 2005
Development Applications
1 9 (13.64%) Jenkins
2 6 (9.09%) Git (software)
3 5 (7.58%) Subversion
3 5 (7.58%) TeamCity
4 3 (4.55%) Cucumber
5 2 (3.03%) Concordion
5 2 (3.03%) FitNesse
5 2 (3.03%) Gradle
5 2 (3.03%) JBehave
5 2 (3.03%) Travis CI
5 2 (3.03%) Visual Studio
6 1 (1.52%) JIRA
6 1 (1.52%) JMeter
6 1 (1.52%) Selenium
6 1 (1.52%) Xcode
General
1 11 (16.67%) Finance
2 5 (7.58%) Back Office
3 4 (6.06%) General Ledger
4 3 (4.55%) Games
5 2 (3.03%) Banking
5 2 (3.03%) Front Office
5 2 (3.03%) Retail
5 2 (3.03%) Telecoms
Job Titles
1 27 (40.91%) Developer
2 9 (13.64%) Full Stack Developer
3 8 (12.12%) Developer/Software Engineer
3 8 (12.12%) Lead Developer
3 8 (12.12%) Software Developer
3 8 (12.12%) Software Engineer
4 7 (10.61%) Java Developer
5 6 (9.09%) Senior Developer
6 5 (7.58%) Technical Leader
7 4 (6.06%) Architect
7 4 (6.06%) Cloud Engineer
7 4 (6.06%) Infrastructure Engineer
7 4 (6.06%) IT Engineer
7 4 (6.06%) JavaScript Developer
7 4 (6.06%) Lead Java Developer
8 3 (4.55%) DBA
8 3 (4.55%) Development DBA
8 3 (4.55%) Senior VMware Engineer
8 3 (4.55%) Solutions Architect
8 3 (4.55%) Solutions Designer
Libraries, Frameworks & Software Standards
1 18 (27.27%) CSS
2 16 (24.24%) HTML
3 12 (18.18%) Spring
4 10 (15.15%) Hibernate
5 9 (13.64%) .NET
6 8 (12.12%) Ajax
6 8 (12.12%) jQuery
7 7 (10.61%) REST
8 5 (7.58%) Elastic Stack
8 5 (7.58%) Kafka
8 5 (7.58%) NumPy
8 5 (7.58%) SciPy
9 4 (6.06%) JMS
9 4 (6.06%) Protocol Buffers
10 3 (4.55%) .NET Framework
10 3 (4.55%) ASP.NET
10 3 (4.55%) JSON
10 3 (4.55%) Node.js
10 3 (4.55%) Web Services
11 2 (3.03%) Guice
Miscellaneous
1 13 (19.70%) Hybrid Cloud
2 7 (10.61%) Analytical Skills
3 6 (9.09%) Public Cloud
4 5 (7.58%) Data Centre
5 4 (6.06%) Reference Data
6 3 (4.55%) Computer Science
7 2 (3.03%) Blog
7 2 (3.03%) Digital Media
7 2 (3.03%) e-Learning
7 2 (3.03%) EMC VMAX
7 2 (3.03%) EMC VNX
7 2 (3.03%) Mobile App
7 2 (3.03%) PKI
8 1 (1.52%) Augmented Reality
8 1 (1.52%) Clustering
8 1 (1.52%) Cyber Attack
8 1 (1.52%) Minimum Viable Product
8 1 (1.52%) User Experience
Operating Systems
1 15 (22.73%) Linux
2 13 (19.70%) Unix
3 11 (16.67%) Windows
4 4 (6.06%) Windows Server
4 4 (6.06%) Windows Server 2008
5 3 (4.55%) Windows Server 2003
6 2 (3.03%) Android
6 2 (3.03%) Apple iOS
6 2 (3.03%) Windows 10
6 2 (3.03%) Windows 7
6 2 (3.03%) Windows Server 2012
7 1 (1.52%) AIX
7 1 (1.52%) HPUX
7 1 (1.52%) Red Hat Enterprise Linux
7 1 (1.52%) Solaris
Processes & Methodologies
1 36 (54.55%) Agile Software Development
2 18 (27.27%) SDLC
3 16 (24.24%) DevOps
4 14 (21.21%) Continuous Integration
4 14 (21.21%) Software Engineering
5 13 (19.70%) Microservices
6 8 (12.12%) Service Delivery
7 7 (10.61%) Analytics
7 7 (10.61%) Configuration Management
7 7 (10.61%) ETL
8 6 (9.09%) SOA
8 6 (9.09%) Software Distribution
8 6 (9.09%) Web Development
9 5 (7.58%) OO
9 5 (7.58%) TDD
10 4 (6.06%) ITIL
10 4 (6.06%) Mathematics
10 4 (6.06%) Multithreading
10 4 (6.06%) Scrum
10 4 (6.06%) Statistics
Programming Languages
1 33 (50.00%) Java
2 21 (31.82%) JavaScript
3 19 (28.79%) Python
4 17 (25.76%) SQL
5 11 (16.67%) PowerShell
6 8 (12.12%) C#
7 7 (10.61%) Scala
7 7 (10.61%) Shell Script
8 6 (9.09%) Ruby
9 5 (7.58%) Perl
10 4 (6.06%) T-SQL
11 2 (3.03%) PHP
12 1 (1.52%) Apple Swift
12 1 (1.52%) C++
12 1 (1.52%) Objective-C
12 1 (1.52%) VB
12 1 (1.52%) VBScript
Qualifications
1 7 (10.61%) Degree
2 2 (3.03%) VCP5
2 2 (3.03%) VCP6
2 2 (3.03%) VMware Certified Professional (VCP)
3 1 (1.52%) HND
3 1 (1.52%) ITIL Certification
3 1 (1.52%) MCSE
3 1 (1.52%) Microsoft Certification
3 1 (1.52%) Security Cleared
Quality Assurance & Compliance
1 3 (4.55%) Data Quality
2 2 (3.03%) Dodd-Frank
2 2 (3.03%) EMIR
2 2 (3.03%) MiFID
3 1 (1.52%) SLA
System Software
1 10 (15.15%) Docker
2 6 (9.09%) Active Directory
2 6 (9.09%) VMware Infrastructure
3 5 (7.58%) Apache Flume
3 5 (7.58%) Hyper-V
4 4 (6.06%) vSphere
5 2 (3.03%) EMC RecoverPoint
6 1 (1.52%) ISA Server
6 1 (1.52%) Virtual Machines
Systems Management
1 5 (7.58%) Docker Swarm
1 5 (7.58%) Kubernetes
1 5 (7.58%) Mesos
2 3 (4.55%) SCCM
3 2 (3.03%) PowerCLI
4 1 (1.52%) Chronos
4 1 (1.52%) HAProxy
4 1 (1.52%) Marathon
4 1 (1.52%) Microsoft Clustering
4 1 (1.52%) MOM
4 1 (1.52%) Norton AntiVirus
4 1 (1.52%) Opscode Chef
4 1 (1.52%) Puppet
4 1 (1.52%) SCOM
Vendors
1 13 (19.70%) Microsoft
2 9 (13.64%) VMware
3 7 (10.61%) Google
4 5 (7.58%) Splunk
5 4 (6.06%) Cisco
6 2 (3.03%) Avaya
6 2 (3.03%) EMC
6 2 (3.03%) Sage
6 2 (3.03%) Salesforce.com
7 1 (1.52%) Apple
7 1 (1.52%) Dell
7 1 (1.52%) Intel Security
7 1 (1.52%) Oracle
7 1 (1.52%) Red Hat
7 1 (1.52%) Twitter
Glasgow, Lanarkshire
Evolution Recruitment Solutions
Salary: to 60,000 + bonus and benefits
Posted: 15 hours ago
Glasgow, Lanarkshire
Search Consultancy
Salary: Excellent benefits
Posted: 21 hours ago
Glasgow, Lanarkshire
FPSG Connect
Posted: Yesterday
Glasgow, Lanarkshire
Oliver Bernard
Salary: £400 - £450 per day
Posted: 2 days ago
Glasgow, Lanarkshire
McGregor Boyall
Salary: £45000 - £55000 per annum
Posted: 5 days ago
Glasgow, Lanarkshire
Evolution Recruitment Solutions
Salary: competitive
Posted: 6 days ago
Glasgow
Recruitment Revolution Limited
Salary: £35,000 - £45,000 DOE + Excellent Company Benefits
Posted: 15 days ago