Period
to 21 April 2018

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 6 months to 21 April 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Scotland > Glasgow
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 37 67 115
Rank change year-on-year +30 +48 -26
Permanent jobs citing Amazon AWS 179 67 43
As % of all permanent IT jobs advertised in Glasgow 7.27% 3.54% 1.63%
As % of the Cloud Services category 40.41% 32.84% 17.41%
Number of salaries quoted 93 36 24
Glasgow median annual salary £50,000 £43,486 £50,000
Median salary % change year-on-year +14.98% -13.03% +11.11%
10th Percentile £33,000 £31,250 £35,113
90th Percentile £68,750 £58,125 £70,000
Scotland median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +5.56%

Amazon AWS is in the Cloud Services category. The following 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.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 443 204 247
As % of all permanent IT jobs advertised in Glasgow 17.99% 10.78% 9.33%
Number of salaries quoted 278 136 151
Glasgow median annual salary £44,500 £42,500 £42,500
Median salary % change year-on-year +4.71% - -5.56%
10th Percentile £29,175 £27,875 £28,750
90th Percentile £66,100 £59,125 £60,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -5.56%

Amazon AWS
Job Vacancy Trend in Glasgow

Job postings citing Amazon AWS as a percentage of all IT jobs advertised in Glasgow.

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 6 months to 21 April 2018.

Salary histogram for Amazon AWS in Glasgow

For the 6 months to 21 April 2018, IT jobs citing Amazon AWS also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Amazon AWS.

1 110 (61.45%) Microsoft Azure
2 92 (51.40%) SQL
3 82 (45.81%) Agile Software Development
3 82 (45.81%) DevOps
4 81 (45.25%) Python
5 52 (29.05%) Git (software)
6 51 (28.49%) NoSQL
7 48 (26.82%) Docker
8 46 (25.70%) Java
9 45 (25.14%) Google
10 42 (23.46%) C#
10 42 (23.46%) Linux
10 42 (23.46%) Opscode Chef
10 42 (23.46%) Puppet
11 40 (22.35%) JavaScript
11 40 (22.35%) .NET
12 39 (21.79%) SQL Server
13 38 (21.23%) Ansible
14 32 (17.88%) REST
14 32 (17.88%) Continuous Integration
15 31 (17.32%) Ruby
15 31 (17.32%) Software Engineering
15 31 (17.32%) ASP.NET
15 31 (17.32%) Google Cloud Platform
16 30 (16.76%) MongoDB
17 29 (16.20%) AngularJS
18 28 (15.64%) Web Services
18 28 (15.64%) Oracle
18 28 (15.64%) Data Analysis
19 27 (15.08%) Load Testing

Amazon AWS
Co-occurring 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 7 (3.91%) Tomcat
2 6 (3.35%) Apache Spark
3 4 (2.23%) Confluence
4 3 (1.68%) Jetty
4 3 (1.68%) OpenStack
5 2 (1.12%) Apache
5 2 (1.12%) CloudStack
5 2 (1.12%) Elasticsearch
5 2 (1.12%) IIS
5 2 (1.12%) Oracle SOA Suite
5 2 (1.12%) Skype for Business
6 1 (0.56%) Cloud Foundry
6 1 (0.56%) JBoss
6 1 (0.56%) nginx
6 1 (0.56%) Tornado
6 1 (0.56%) WebLogic
6 1 (0.56%) WebSphere
Applications
1 1 (0.56%) Microsoft Office
Cloud Services
1 110 (61.45%) Microsoft Azure
2 31 (17.32%) Google Cloud Platform
3 25 (13.97%) AWS CloudFormation
3 25 (13.97%) Cloud Computing
4 24 (13.41%) AWS Lambda
4 24 (13.41%) Serverless
5 23 (12.85%) Amazon Kinesis
6 17 (9.50%) npm
7 13 (7.26%) PaaS
8 11 (6.15%) Amazon SQS
9 10 (5.59%) SaaS
10 8 (4.47%) IaaS
11 6 (3.35%) OpenShift
12 5 (2.79%) GitHub
13 4 (2.23%) Amazon CloudWatch
13 4 (2.23%) Office 365
14 3 (1.68%) Amazon EC2
15 2 (1.12%) Amazon S3
15 2 (1.12%) Force.com
16 1 (0.56%) Heroku
Communications & Networking
1 25 (13.97%) Firewall
2 10 (5.59%) HTTP
3 5 (2.79%) VPN
4 4 (2.23%) Cisco ASA
4 4 (2.23%) DHCP
4 4 (2.23%) IPsec
4 4 (2.23%) SSL
5 3 (1.68%) Internet
5 3 (1.68%) Intrusion Detection
6 2 (1.12%) DNS
6 2 (1.12%) EIGRP
6 2 (1.12%) HSRP
6 2 (1.12%) LAN
6 2 (1.12%) SAN
6 2 (1.12%) TACACS
6 2 (1.12%) WAN
6 2 (1.12%) Wi-Fi
7 1 (0.56%) F5 BIG-IP LTM
7 1 (0.56%) Software-Defined Networking
7 1 (0.56%) Wireshark
Database & Business Intelligence
1 51 (28.49%) NoSQL
2 39 (21.79%) SQL Server
3 30 (16.76%) MongoDB
4 16 (8.94%) Apache Cassandra
5 15 (8.38%) Big Data
6 11 (6.15%) Cosmos DB
6 11 (6.15%) CouchDB
7 10 (5.59%) SQL Server Analysis Services
7 10 (5.59%) SQL Server Integration Services
7 10 (5.59%) SQL Server Reporting Services
8 8 (4.47%) MySQL
8 8 (4.47%) PostgreSQL
9 7 (3.91%) Hadoop
10 6 (3.35%) Data Warehouse
11 5 (2.79%) SQL Server 2016
12 2 (1.12%) Amazon DynamoDB
12 2 (1.12%) Relational Database
13 1 (0.56%) Amazon Redshift
13 1 (0.56%) OpenTSDB
13 1 (0.56%) Parquet
Development Applications
1 52 (29.05%) Git (software)
2 23 (12.85%) Jenkins
3 13 (7.26%) Vagrant
4 12 (6.70%) JIRA
5 8 (4.47%) Maven
5 8 (4.47%) TeamCity
6 7 (3.91%) Subversion
7 5 (2.79%) Sonatype Nexus
8 4 (2.23%) Gradle
8 4 (2.23%) Selenium
9 3 (1.68%) Artifactory
9 3 (1.68%) Bitbucket
9 3 (1.68%) Cucumber
9 3 (1.68%) GitLab
9 3 (1.68%) GoCD
9 3 (1.68%) Octopus Deploy
9 3 (1.68%) PHPUnit
9 3 (1.68%) SonarQube
9 3 (1.68%) Team Foundation Server
10 2 (1.12%) Codeship
General
1 14 (7.82%) Finance
2 10 (5.59%) Banking
3 3 (1.68%) Advertising
4 1 (0.56%) Law
4 1 (0.56%) Legal
4 1 (0.56%) Publishing
Job Titles
1 54 (30.17%) Developer
2 39 (21.79%) DevOps Engineer
3 29 (16.20%) .NET Developer
4 23 (12.85%) Software Engineer
5 20 (11.17%) C# .NET Developer
5 20 (11.17%) C# Developer
6 16 (8.94%) Software Developer
7 14 (7.82%) Cloud Engineer
8 13 (7.26%) Senior Developer
9 10 (5.59%) Senior DevOps
10 9 (5.03%) Designer
10 9 (5.03%) Senior DevOps Engineer
11 8 (4.47%) Architect
12 7 (3.91%) Data Engineer
12 7 (3.91%) Senior .NET Developer
13 6 (3.35%) Cloud Architect
13 6 (3.35%) Cloud Developer
14 5 (2.79%) .NET Software Developer
14 5 (2.79%) Automation Engineer
14 5 (2.79%) Cloud Software Engineer
Libraries, Frameworks & Software Standards
1 40 (22.35%) .NET
2 32 (17.88%) REST
3 31 (17.32%) ASP.NET
4 29 (16.20%) AngularJS
5 28 (15.64%) Web Services
6 27 (15.08%) React
7 25 (13.97%) Node.js
8 23 (12.85%) NumPy
8 23 (12.85%) Pandas
8 23 (12.85%) scikit-learn
8 23 (12.85%) SciPy
9 19 (10.61%) ASP.NET MVC
10 18 (10.06%) .NET Core
10 18 (10.06%) Vue (Vue.js)
11 17 (9.50%) LESS
11 17 (9.50%) Sass
12 15 (8.38%) RabbitMQ
13 13 (7.26%) ASP.NET Web API
14 11 (6.15%) .NET Framework
14 11 (6.15%) Entity Framework
Miscellaneous
1 19 (10.61%) Algorithms
2 11 (6.15%) Computer Science
2 11 (6.15%) Data Centre
3 10 (5.59%) Analytical Skills
3 10 (5.59%) Greenfield Project
4 7 (3.91%) Enterprise Software
4 7 (3.91%) Public Cloud
4 7 (3.91%) Self-Motivation
5 6 (3.35%) Enterprise Cloud
5 6 (3.35%) Fintech
5 6 (3.35%) Private Cloud
6 5 (2.79%) Clustering
6 5 (2.79%) Replication
7 2 (1.12%) Cloud Native
7 2 (1.12%) Internet of Things
7 2 (1.12%) Management Information System
8 1 (0.56%) Data Structures
8 1 (0.56%) e-Learning
8 1 (0.56%) Hybrid Cloud
8 1 (0.56%) Virtual Team
Operating Systems
1 42 (23.46%) Linux
2 22 (12.29%) Red Hat Enterprise Linux
3 20 (11.17%) Windows
4 12 (6.70%) CentOS
5 9 (5.03%) Ubuntu
6 6 (3.35%) Unix
7 4 (2.23%) Windows Server
8 2 (1.12%) Mac OS X
8 2 (1.12%) Windows Server 2003
9 1 (0.56%) Android
9 1 (0.56%) Apple iOS
9 1 (0.56%) Mac OS
9 1 (0.56%) Windows Server 2008
Processes & Methodologies
1 82 (45.81%) Agile Software Development
1 82 (45.81%) DevOps
2 32 (17.88%) Continuous Integration
3 31 (17.32%) Software Engineering
4 28 (15.64%) Data Analysis
5 27 (15.08%) Load Testing
5 27 (15.08%) SDLC
6 26 (14.53%) MVC
7 25 (13.97%) Machine Learning
7 25 (13.97%) Open Source
8 24 (13.41%) Collaborative Working
9 23 (12.85%) Scrum
10 18 (10.06%) Problem-Solving
10 18 (10.06%) TDD
11 17 (9.50%) Business Intelligence
11 17 (9.50%) Microservices
12 16 (8.94%) Configuration Management
12 16 (8.94%) Information Security
13 15 (8.38%) Analytics
14 14 (7.82%) Data Analytics
Programming Languages
1 92 (51.40%) SQL
2 81 (45.25%) Python
3 46 (25.70%) Java
4 42 (23.46%) C#
5 40 (22.35%) JavaScript
6 31 (17.32%) Ruby
7 23 (12.85%) T-SQL
8 17 (9.50%) ES6
8 17 (9.50%) PL/SQL
8 17 (9.50%) TypeScript
9 15 (8.38%) PHP
9 15 (8.38%) PowerShell
10 14 (7.82%) Clojure
11 13 (7.26%) Lisp
12 9 (5.03%) Bash Shell
13 6 (3.35%) C++
14 4 (2.23%) Perl
15 3 (1.68%) Shell Script
16 2 (1.12%) Java 8
17 1 (0.56%) Objective-C
Qualifications
1 26 (14.53%) Security Cleared
2 9 (5.03%) Degree
3 5 (2.79%) CCNP
3 5 (2.79%) Cisco Certification
4 4 (2.23%) CCIE
5 3 (1.68%) Computer Science Degree
6 1 (0.56%) CISSP
6 1 (0.56%) MCP
6 1 (0.56%) MCSD
6 1 (0.56%) Microsoft Certification
6 1 (0.56%) SC Cleared
Quality Assurance & Compliance
1 8 (4.47%) QA
System Software
1 48 (26.82%) Docker
2 13 (7.26%) VMware Infrastructure
3 8 (4.47%) Active Directory
4 4 (2.23%) Hyper-V
5 3 (1.68%) vSphere
6 2 (1.12%) Virtual Machines
6 2 (1.12%) VMware NSX
6 2 (1.12%) VMware Workstation
6 2 (1.12%) Xen
6 2 (1.12%) XenServer
7 1 (0.56%) Apache ZooKeeper
7 1 (0.56%) HDFS
7 1 (0.56%) vCloud
7 1 (0.56%) VirtualBox
Systems Management
1 42 (23.46%) Opscode Chef
1 42 (23.46%) Puppet
2 38 (21.23%) Ansible
3 13 (7.26%) Packer
4 7 (3.91%) Kubernetes
5 5 (2.79%) HAProxy
6 4 (2.23%) Cisco Prime
6 4 (2.23%) Cobbler
6 4 (2.23%) SCCM
6 4 (2.23%) SCOM
6 4 (2.23%) Terraform
6 4 (2.23%) ZABBIX
7 3 (1.68%) Graphite
7 3 (1.68%) Icinga
7 3 (1.68%) Tivoli
7 3 (1.68%) vCenter Server
8 2 (1.12%) logstash
8 2 (1.12%) Nagios
9 1 (0.56%) Kibana
9 1 (0.56%) Mesos
Vendors
1 45 (25.14%) Google
2 28 (15.64%) Oracle
3 21 (11.73%) Microsoft
4 18 (10.06%) VMware
5 11 (6.15%) Cisco
6 9 (5.03%) SolarWinds
7 5 (2.79%) EMC
7 5 (2.79%) IDERA
7 5 (2.79%) RedGate
8 4 (2.23%) Brocade
8 4 (2.23%) CheckPoint
8 4 (2.23%) Dell
8 4 (2.23%) F5
8 4 (2.23%) Fortinet
8 4 (2.23%) McAfee
9 3 (1.68%) IBM
9 3 (1.68%) Zend
10 2 (1.12%) Apple
10 2 (1.12%) EnterpriseDB
10 2 (1.12%) NetApp