Period
to 23 September 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 23 September 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Scotland > Glasgow
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 42 66 74
Rank change year-on-year +24 +8 +46
Permanent jobs citing Amazon AWS 144 92 80
As % of all permanent IT jobs advertised in Glasgow 6.51% 3.98% 3.40%
As % of the Cloud Services category 35.04% 38.33% 32.79%
Number of salaries quoted 94 53 22
Glasgow median annual salary £49,000 £50,000 £47,500
Median salary % change year-on-year -2.00% +5.26% -5.00%
10th Percentile £33,000 £32,500 £27,013
90th Percentile £65,000 £77,500 £68,750
Scotland median annual salary £52,000 £50,000 £42,500
% change year-on-year +4.00% +17.65% -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 411 240 244
As % of all permanent IT jobs advertised in Glasgow 18.59% 10.38% 10.38%
Number of salaries quoted 266 144 147
Glasgow median annual salary £45,750 £45,000 £42,500
Median salary % change year-on-year +1.67% +5.88% +12.58%
10th Percentile £31,250 £28,250 £26,250
90th Percentile £65,000 £60,000 £60,000
Scotland median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +12.50% +2.56%

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 23 September 2018.

Salary histogram for Amazon AWS in Glasgow

For the 6 months to 23 September 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 87 (60.42%) Microsoft Azure
2 75 (52.08%) Agile Software Development
3 67 (46.53%) Python
4 66 (45.83%) SQL
5 60 (41.67%) DevOps
6 47 (32.64%) Linux
7 40 (27.78%) SQL Server
8 35 (24.31%) Ansible
9 34 (23.61%) Opscode Chef
9 34 (23.61%) Puppet
10 33 (22.92%) Git (software)
11 32 (22.22%) SDLC
12 30 (20.83%) Docker
12 30 (20.83%) JavaScript
13 29 (20.14%) Java
13 29 (20.14%) .NET
13 29 (20.14%) AngularJS
14 28 (19.44%) Jenkins
14 28 (19.44%) MongoDB
14 28 (19.44%) Continuous Integration
14 28 (19.44%) Unix
15 27 (18.75%) Oracle
15 27 (18.75%) Data Modelling
15 27 (18.75%) React
16 26 (18.06%) NoSQL
17 25 (17.36%) C#
18 24 (16.67%) Node.js
19 20 (13.89%) Cloud Computing
20 19 (13.19%) Scrum
20 19 (13.19%) MVC

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 12 (8.33%) Apache Spark
2 6 (4.17%) Apache Pig
2 6 (4.17%) CloudStack
2 6 (4.17%) OpenStack
2 6 (4.17%) SAS
3 5 (3.47%) Tomcat
4 4 (2.78%) Apache
5 2 (1.39%) CMS
5 2 (1.39%) IIS
6 1 (0.69%) Apache Solr
6 1 (0.69%) Jetty
6 1 (0.69%) Oracle SOA Suite
Applications
1 1 (0.69%) Microsoft Office
Cloud Services
1 87 (60.42%) Microsoft Azure
2 20 (13.89%) Cloud Computing
3 17 (11.81%) Google Cloud Platform
4 14 (9.72%) Serverless
5 13 (9.03%) AWS Lambda
6 11 (7.64%) npm
7 10 (6.94%) Amazon Kinesis
7 10 (6.94%) AWS CloudFormation
8 8 (5.56%) PaaS
9 6 (4.17%) Amazon EMR
9 6 (4.17%) IaaS
9 6 (4.17%) SaaS
10 4 (2.78%) Amazon CloudWatch
10 4 (2.78%) Datadog
10 4 (2.78%) GitHub
11 2 (1.39%) Force.com
11 2 (1.39%) Google Analytics
11 2 (1.39%) Google Compute Engine
12 1 (0.69%) Amazon EC2
12 1 (0.69%) Heroku
Communications & Networking
1 10 (6.94%) Firewall
2 2 (1.39%) HTTP
3 1 (0.69%) DNS
3 1 (0.69%) Internet
3 1 (0.69%) SAN
3 1 (0.69%) TCP/IP
Database & Business Intelligence
1 40 (27.78%) SQL Server
2 28 (19.44%) MongoDB
3 26 (18.06%) NoSQL
4 16 (11.11%) Big Data
5 15 (10.42%) Relational Database
6 11 (7.64%) Apache Hive
6 11 (7.64%) Data Warehouse
6 11 (7.64%) Hadoop
7 10 (6.94%) MySQL
8 9 (6.25%) Power BI
9 8 (5.56%) Amazon Redshift
10 7 (4.86%) PostgreSQL
11 6 (4.17%) SQL Server Integration Services
11 6 (4.17%) SQL Server Reporting Services
11 6 (4.17%) Sqoop
12 5 (3.47%) Text Mining
13 4 (2.78%) Apache Cassandra
13 4 (2.78%) Azure SQL Database
13 4 (2.78%) HBase
13 4 (2.78%) SQL Server Analysis Services
Development Applications
1 33 (22.92%) Git (software)
2 28 (19.44%) Jenkins
3 14 (9.72%) Maven
4 13 (9.03%) TeamCity
5 12 (8.33%) Subversion
6 10 (6.94%) Artifactory
6 10 (6.94%) GitLab
6 10 (6.94%) GoCD
6 10 (6.94%) Sonatype Nexus
6 10 (6.94%) Vagrant
7 7 (4.86%) CircleCI
7 7 (4.86%) CruiseControl
8 4 (2.78%) JIRA
9 2 (1.39%) Eclipse
9 2 (1.39%) FindBugs
9 2 (1.39%) IntelliJ
9 2 (1.39%) JUnit
10 1 (0.69%) Cucumber
10 1 (0.69%) Oracle Forms
10 1 (0.69%) Team Foundation Server
General
1 17 (11.81%) Finance
2 5 (3.47%) Banking
3 2 (1.39%) Investment Banking
3 2 (1.39%) Law
4 1 (0.69%) Legal
Job Titles
1 51 (35.42%) DevOps Engineer
2 34 (23.61%) Developer
3 22 (15.28%) .NET Developer
4 18 (12.50%) C# .NET Developer
4 18 (12.50%) C# Developer
5 15 (10.42%) Consultant
6 12 (8.33%) Software Engineer
7 11 (7.64%) Senior DevOps
7 11 (7.64%) Senior DevOps Engineer
8 10 (6.94%) Architect
9 9 (6.25%) Business Intelligence Consultant
10 8 (5.56%) UI Engineer
11 7 (4.86%) Cloud Architect
11 7 (4.86%) Cloud Engineer
11 7 (4.86%) Senior Developer
12 6 (4.17%) AWS Consultant
12 6 (4.17%) Business Consultant
13 5 (3.47%) AWS Engineer
13 5 (3.47%) Data Consultant
13 5 (3.47%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 29 (20.14%) .NET
1 29 (20.14%) AngularJS
2 27 (18.75%) React
3 24 (16.67%) Node.js
4 16 (11.11%) ASP.NET
5 14 (9.72%) Elastic Stack
5 14 (9.72%) LESS
5 14 (9.72%) Sass
6 13 (9.03%) .NET Core
6 13 (9.03%) ASP.NET MVC
6 13 (9.03%) Web Services
7 12 (8.33%) HTML
7 12 (8.33%) REST
8 11 (7.64%) Vue.js
9 10 (6.94%) NumPy
9 10 (6.94%) Pandas
9 10 (6.94%) RabbitMQ
9 10 (6.94%) scikit-learn
9 10 (6.94%) SciPy
10 9 (6.25%) CSS
Miscellaneous
1 13 (9.03%) Enterprise Software
2 10 (6.94%) Computer Science
3 9 (6.25%) Analytical Skills
4 7 (4.86%) Data Centre
4 7 (4.86%) Fintech
5 6 (4.17%) Hybrid Cloud
5 6 (4.17%) User Experience
6 5 (3.47%) Enterprise Cloud
7 4 (2.78%) Greenfield Project
8 3 (2.08%) Algorithms
8 3 (2.08%) NHS
8 3 (2.08%) Self-Motivation
9 2 (1.39%) Analytical Mindset
9 2 (1.39%) Cloud Native
9 2 (1.39%) Fixed Income
9 2 (1.39%) Mainframe
9 2 (1.39%) Public Cloud
9 2 (1.39%) Replication
10 1 (0.69%) e-Learning
10 1 (0.69%) Mobile App
Operating Systems
1 47 (32.64%) Linux
2 28 (19.44%) Unix
3 15 (10.42%) Red Hat Enterprise Linux
4 12 (8.33%) Windows
5 4 (2.78%) CentOS
6 3 (2.08%) Ubuntu
7 1 (0.69%) Windows Server 2012
Processes & Methodologies
1 75 (52.08%) Agile Software Development
2 60 (41.67%) DevOps
3 32 (22.22%) SDLC
4 28 (19.44%) Continuous Integration
5 27 (18.75%) Data Modelling
6 19 (13.19%) MVC
6 19 (13.19%) Scrum
7 16 (11.11%) Analytics
7 16 (11.11%) ETL
7 16 (11.11%) Software Engineering
8 15 (10.42%) Continuous Delivery
9 13 (9.03%) Collaborative Working
9 13 (9.03%) Data Science
9 13 (9.03%) Digital Transformation Programme
9 13 (9.03%) Machine Learning
9 13 (9.03%) Security Management
9 13 (9.03%) TDD
10 12 (8.33%) Configuration Management
10 12 (8.33%) Problem-Solving
11 11 (7.64%) Business Intelligence
Programming Languages
1 67 (46.53%) Python
2 66 (45.83%) SQL
3 30 (20.83%) JavaScript
4 29 (20.14%) Java
5 25 (17.36%) C#
6 16 (11.11%) Bash Shell
7 13 (9.03%) T-SQL
8 11 (7.64%) ES6
8 11 (7.64%) PL/SQL
8 11 (7.64%) TypeScript
9 10 (6.94%) Ruby
9 10 (6.94%) Scala
10 9 (6.25%) Clojure
10 9 (6.25%) Lisp
10 9 (6.25%) Shell Script
11 6 (4.17%) PowerShell
11 6 (4.17%) R
12 5 (3.47%) PHP
13 2 (1.39%) Apex Code
13 2 (1.39%) VB
Qualifications
1 11 (7.64%) Security Cleared
2 5 (3.47%) Degree
3 1 (0.69%) ITIL Certification
3 1 (0.69%) MCP
3 1 (0.69%) MCSD
3 1 (0.69%) Microsoft Certification
Quality Assurance & Compliance
1 6 (4.17%) Data Quality
2 2 (1.39%) QA
System Software
1 30 (20.83%) Docker
2 10 (6.94%) HDFS
3 6 (4.17%) vSphere
3 6 (4.17%) Xen
3 6 (4.17%) XenServer
4 3 (2.08%) VMware Infrastructure
5 2 (1.39%) Hyper-V
6 1 (0.69%) Apache Flume
Systems Management
1 35 (24.31%) Ansible
2 34 (23.61%) Opscode Chef
2 34 (23.61%) Puppet
3 12 (8.33%) Icinga
3 12 (8.33%) Terraform
4 10 (6.94%) Packer
5 9 (6.25%) Graphite
5 9 (6.25%) HAProxy
6 7 (4.86%) Nagios
7 6 (4.17%) Cobbler
7 6 (4.17%) Oozie
7 6 (4.17%) Tivoli
8 3 (2.08%) Kubernetes
9 2 (1.39%) Systems Management Server (SMS)
10 1 (0.69%) Capistrano
10 1 (0.69%) Salt
Vendors
1 27 (18.75%) Oracle
2 17 (11.81%) Google
3 14 (9.72%) VMware
4 11 (7.64%) New Relic
5 10 (6.94%) Microsoft
5 10 (6.94%) Tableau
6 6 (4.17%) Cognos
6 6 (4.17%) EnterpriseDB
7 4 (2.78%) Perforce
8 3 (2.08%) Cisco
8 3 (2.08%) Cloudera
8 3 (2.08%) EMC
8 3 (2.08%) Red Hat
9 2 (1.39%) Cognizant
9 2 (1.39%) Dell
9 2 (1.39%) Salesforce.com
9 2 (1.39%) SAP
10 1 (0.69%) IBM
10 1 (0.69%) Veeam
10 1 (0.69%) Xamarin