Period
to 22 February 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 22 February 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Scotland > Glasgow
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 35 56 103
Rank change year-on-year +21 +47 -17
Permanent jobs citing Amazon AWS 162 66 50
As % of all permanent IT jobs advertised in Glasgow 7.11% 3.52% 1.87%
As % of the Cloud Services category 42.63% 30.70% 23.15%
Number of salaries quoted 97 37 24
Glasgow median annual salary £50,000 £42,500 £39,000
Median salary % change year-on-year +17.65% +8.97% -14.29%
10th Percentile £33,000 £26,250 £34,725
90th Percentile £68,750 £56,250 £60,000
Scotland median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -3.23%

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 380 215 216
As % of all permanent IT jobs advertised in Glasgow 16.67% 11.46% 8.07%
Number of salaries quoted 250 149 125
Glasgow median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -5.56%
10th Percentile £32,000 £26,250 £27,600
90th Percentile £67,500 £58,250 £60,000
Scotland median annual salary £45,000 £44,471 £42,500
% change year-on-year +1.19% +4.64% -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 22 February 2018.

Salary histogram for Amazon AWS in Glasgow

For the 6 months to 22 February 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.

1 106 (65.43%) Microsoft Azure
2 89 (54.94%) Agile Software Development
3 81 (50.00%) DevOps
4 65 (40.12%) Python
5 57 (35.19%) SQL
6 52 (32.10%) Linux
6 52 (32.10%) Docker
7 46 (28.40%) Java
7 46 (28.40%) Git (software)
8 43 (26.54%) Opscode Chef
8 43 (26.54%) Puppet
9 40 (24.69%) Ansible
9 40 (24.69%) C#
10 39 (24.07%) Continuous Integration
11 38 (23.46%) Ruby
11 38 (23.46%) JavaScript
12 33 (20.37%) .NET
12 33 (20.37%) Web Services
12 33 (20.37%) Scrum
13 31 (19.14%) Jenkins
14 30 (18.52%) NoSQL
14 30 (18.52%) Google
15 29 (17.90%) Firewall
15 29 (17.90%) Microsoft
16 28 (17.28%) Open Source
17 27 (16.67%) Red Hat Enterprise Linux
17 27 (16.67%) SQL Server
18 25 (15.43%) Security Cleared
18 25 (15.43%) TDD
19 24 (14.81%) Cloud Computing

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 10 (6.17%) Tomcat
2 4 (2.47%) Confluence
3 3 (1.85%) Apache
3 3 (1.85%) Jetty
3 3 (1.85%) OpenStack
4 2 (1.23%) Apache Spark
4 2 (1.23%) Cloud Foundry
4 2 (1.23%) CloudStack
4 2 (1.23%) Elasticsearch
4 2 (1.23%) Oracle SOA Suite
4 2 (1.23%) SharePoint
5 1 (0.62%) JBoss
5 1 (0.62%) nginx
5 1 (0.62%) Tornado
5 1 (0.62%) Umbraco
5 1 (0.62%) WebLogic
5 1 (0.62%) WebSphere
Cloud Services
1 106 (65.43%) Microsoft Azure
2 24 (14.81%) Cloud Computing
3 22 (13.58%) Google Cloud Platform
4 13 (8.02%) AWS CloudFormation
5 12 (7.41%) AWS Lambda
5 12 (7.41%) Serverless
6 11 (6.79%) Amazon Kinesis
7 9 (5.56%) npm
8 8 (4.94%) Amazon SQS
8 8 (4.94%) OpenShift
9 7 (4.32%) GitHub
9 7 (4.32%) PaaS
10 4 (2.47%) Amazon CloudWatch
10 4 (2.47%) Amazon EC2
11 3 (1.85%) Office 365
11 3 (1.85%) SaaS
12 2 (1.23%) Amazon S3
12 2 (1.23%) IaaS
13 1 (0.62%) Amazon EMR
13 1 (0.62%) Force.com
Communications & Networking
1 29 (17.90%) Firewall
2 7 (4.32%) HTTP
3 4 (2.47%) DHCP
3 4 (2.47%) Internet
3 4 (2.47%) VPN
4 3 (1.85%) Cisco ASA
4 3 (1.85%) IPsec
4 3 (1.85%) SSL
5 2 (1.23%) DNS
5 2 (1.23%) EIGRP
5 2 (1.23%) HSRP
5 2 (1.23%) Intrusion Detection
5 2 (1.23%) LAN
5 2 (1.23%) SAN
5 2 (1.23%) TACACS
5 2 (1.23%) WAN
5 2 (1.23%) Wi-Fi
6 1 (0.62%) F5 BIG-IP LTM
6 1 (0.62%) NetScaler
6 1 (0.62%) Software-Defined Networking
Database & Business Intelligence
1 30 (18.52%) NoSQL
2 27 (16.67%) SQL Server
3 21 (12.96%) MongoDB
4 18 (11.11%) Big Data
5 12 (7.41%) Apache Cassandra
6 10 (6.17%) MySQL
7 8 (4.94%) Cosmos DB
7 8 (4.94%) CouchDB
7 8 (4.94%) PostgreSQL
8 6 (3.70%) SQL Server Analysis Services
8 6 (3.70%) SQL Server Integration Services
8 6 (3.70%) SQL Server Reporting Services
9 5 (3.09%) SQL Server 2016
10 3 (1.85%) Hadoop
10 3 (1.85%) Redis
11 2 (1.23%) Data Warehouse
12 1 (0.62%) Amazon DynamoDB
12 1 (0.62%) Couchbase
12 1 (0.62%) Data Mining
12 1 (0.62%) Riak
Development Applications
1 46 (28.40%) Git (software)
2 31 (19.14%) Jenkins
3 21 (12.96%) Vagrant
4 13 (8.02%) JIRA
5 9 (5.56%) Gradle
6 8 (4.94%) Maven
7 7 (4.32%) TeamCity
8 6 (3.70%) Subversion
9 5 (3.09%) Selenium
9 5 (3.09%) Sonatype Nexus
9 5 (3.09%) Team Foundation Server
10 4 (2.47%) Bitbucket
10 4 (2.47%) Octopus Deploy
10 4 (2.47%) SonarQube
11 3 (1.85%) Cucumber
11 3 (1.85%) PHPUnit
12 2 (1.23%) Codeship
12 2 (1.23%) DbUnit
12 2 (1.23%) jMock
12 2 (1.23%) Mockito
General
1 20 (12.35%) Finance
2 11 (6.79%) Banking
3 3 (1.85%) Advertising
4 2 (1.23%) Law
5 1 (0.62%) Publishing
Job Titles
1 54 (33.33%) Developer
2 40 (24.69%) DevOps Engineer
3 21 (12.96%) .NET Developer
4 20 (12.35%) Senior DevOps
5 18 (11.11%) Senior DevOps Engineer
5 18 (11.11%) Software Developer
6 14 (8.64%) Senior Developer
7 13 (8.02%) Cloud Engineer
7 13 (8.02%) Software Engineer
8 10 (6.17%) C# .NET Developer
8 10 (6.17%) C# Developer
9 8 (4.94%) Cloud Developer
9 8 (4.94%) Java Developer
9 8 (4.94%) Team Leader
10 7 (4.32%) Senior .NET Developer
11 6 (3.70%) .NET Software Developer
11 6 (3.70%) Architect
11 6 (3.70%) Senior .NET Software Developer
11 6 (3.70%) Senior Software Developer
12 5 (3.09%) Automation Engineer
Libraries, Frameworks & Software Standards
1 33 (20.37%) .NET
1 33 (20.37%) Web Services
2 22 (13.58%) AngularJS
2 22 (13.58%) REST
3 18 (11.11%) React
4 17 (10.49%) ASP.NET
5 15 (9.26%) Node.js
6 13 (8.02%) .NET Framework
7 12 (7.41%) RabbitMQ
7 12 (7.41%) Spring
8 11 (6.79%) NumPy
8 11 (6.79%) Pandas
8 11 (6.79%) scikit-learn
8 11 (6.79%) SciPy
9 10 (6.17%) ASP.NET MVC
9 10 (6.17%) ASP.NET Web API
9 10 (6.17%) Hibernate
9 10 (6.17%) LESS
9 10 (6.17%) Sass
9 10 (6.17%) Vue (Vue.js)
Miscellaneous
1 12 (7.41%) Data Centre
1 12 (7.41%) Enterprise Software
1 12 (7.41%) Greenfield Project
2 11 (6.79%) Algorithms
2 11 (6.79%) Computer Science
3 9 (5.56%) Public Cloud
4 8 (4.94%) Fintech
5 6 (3.70%) Cloud Native
6 5 (3.09%) Analytical Skills
6 5 (3.09%) Clustering
6 5 (3.09%) Private Cloud
6 5 (3.09%) Replication
7 4 (2.47%) Internet of Things
8 3 (1.85%) Management Information System
9 2 (1.23%) Virtual Team
10 1 (0.62%) Data Structures
10 1 (0.62%) N-Tier
Operating Systems
1 52 (32.10%) Linux
2 27 (16.67%) Red Hat Enterprise Linux
3 21 (12.96%) Windows
4 20 (12.35%) CentOS
5 17 (10.49%) Ubuntu
6 8 (4.94%) Unix
7 4 (2.47%) Windows Server
8 2 (1.23%) Mac OS X
8 2 (1.23%) Windows Server 2003
9 1 (0.62%) Mac OS
9 1 (0.62%) Windows Server 2008
Processes & Methodologies
1 89 (54.94%) Agile Software Development
2 81 (50.00%) DevOps
3 39 (24.07%) Continuous Integration
4 33 (20.37%) Scrum
5 28 (17.28%) Open Source
6 25 (15.43%) TDD
7 24 (14.81%) Mentoring
8 23 (14.20%) Configuration Management
9 22 (13.58%) SDLC
10 20 (12.35%) Software Engineering
11 18 (11.11%) MVC
12 15 (9.26%) ITIL
12 15 (9.26%) Microservices
13 14 (8.64%) Business Intelligence
13 14 (8.64%) OO
14 13 (8.02%) Continuous Delivery
14 13 (8.02%) Data Analysis
15 12 (7.41%) Collaborative Working
15 12 (7.41%) Information Security
15 12 (7.41%) Machine Learning
Programming Languages
1 65 (40.12%) Python
2 57 (35.19%) SQL
3 46 (28.40%) Java
4 40 (24.69%) C#
5 38 (23.46%) JavaScript
5 38 (23.46%) Ruby
6 15 (9.26%) T-SQL
7 11 (6.79%) PowerShell
8 10 (6.17%) Bash Shell
8 10 (6.17%) C++
9 9 (5.56%) ES6
9 9 (5.56%) PL/SQL
9 9 (5.56%) TypeScript
10 8 (4.94%) Perl
10 8 (4.94%) PHP
11 6 (3.70%) Shell Script
12 5 (3.09%) Clojure
13 4 (2.47%) Lisp
14 3 (1.85%) Smalltalk
15 1 (0.62%) F#
Qualifications
1 25 (15.43%) Security Cleared
2 14 (8.64%) Degree
3 8 (4.94%) Computer Science Degree
4 4 (2.47%) CCNP
4 4 (2.47%) Cisco Certification
5 3 (1.85%) CCIE
6 1 (0.62%) CISSP
6 1 (0.62%) SC Cleared
Quality Assurance & Compliance
1 11 (6.79%) QA
System Software
1 52 (32.10%) Docker
2 14 (8.64%) VMware Infrastructure
3 8 (4.94%) Active Directory
4 4 (2.47%) vSphere
5 3 (1.85%) Virtual Machines
6 2 (1.23%) Hyper-V
6 2 (1.23%) VMware NSX
6 2 (1.23%) Xen
6 2 (1.23%) XenServer
7 1 (0.62%) Apache ZooKeeper
7 1 (0.62%) HDFS
7 1 (0.62%) vCloud
7 1 (0.62%) VirtualBox
Systems Management
1 43 (26.54%) Opscode Chef
1 43 (26.54%) Puppet
2 40 (24.69%) Ansible
3 18 (11.11%) Packer
4 8 (4.94%) Kubernetes
5 4 (2.47%) Cobbler
5 4 (2.47%) HAProxy
5 4 (2.47%) ZABBIX
6 3 (1.85%) Cisco Prime
6 3 (1.85%) Tivoli
6 3 (1.85%) vCenter Server
7 2 (1.23%) logstash
7 2 (1.23%) Nagios
7 2 (1.23%) SCCM
7 2 (1.23%) SCOM
8 1 (0.62%) Docker Swarm
8 1 (0.62%) Graphite
8 1 (0.62%) Icinga
8 1 (0.62%) Kibana
8 1 (0.62%) Mesos
Vendors
1 30 (18.52%) Google
2 29 (17.90%) Microsoft
3 21 (12.96%) Oracle
4 16 (9.88%) VMware
5 11 (6.79%) Cisco
6 8 (4.94%) SolarWinds
7 5 (3.09%) IDERA
7 5 (3.09%) RedGate
8 4 (2.47%) IBM
9 3 (1.85%) Brocade
9 3 (1.85%) CheckPoint
9 3 (1.85%) Dell
9 3 (1.85%) F5
9 3 (1.85%) Fortinet
9 3 (1.85%) McAfee
9 3 (1.85%) ServiceNow
9 3 (1.85%) Zend
10 2 (1.23%) Apple
10 2 (1.23%) EnterpriseDB
10 2 (1.23%) Meraki