Period
to 24 January 2019

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 24 January 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Scotland > Glasgow
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 39 42 60
Rank change year-on-year +3 +18 +47
Permanent jobs citing Amazon AWS 139 137 69
As % of all permanent IT jobs advertised in Glasgow 6.95% 6.16% 3.68%
As % of the Cloud Services category 32.48% 43.08% 30.40%
Number of salaries quoted 113 89 38
Glasgow median annual salary £47,500 £52,500 £42,500
Median salary % change year-on-year -9.52% +23.53% +8.97%
10th Percentile £32,750 £33,000 £26,250
90th Percentile £67,362 £68,750 £57,375
Scotland median annual salary £50,000 £50,000 £44,000
% change year-on-year - +13.64% +3.53%

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 428 318 227
As % of all permanent IT jobs advertised in Glasgow 21.41% 14.29% 12.10%
Number of salaries quoted 291 210 162
Glasgow median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% -5.88%
10th Percentile £29,025 £32,500 £25,000
90th Percentile £67,362 £67,500 £58,250
Scotland median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

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 24 January 2019.

Salary histogram for Amazon AWS in Glasgow

For the 6 months to 24 January 2019, 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 89 (64.03%) Microsoft Azure
2 52 (37.41%) SQL
3 49 (35.25%) Agile Software Development
4 48 (34.53%) SQL Server
5 46 (33.09%) DevOps
6 41 (29.50%) Python
7 34 (24.46%) Web Services
8 30 (21.58%) JavaScript
9 29 (20.86%) Ansible
10 28 (20.14%) Microsoft
11 27 (19.42%) Linux
11 27 (19.42%) Jenkins
12 25 (17.99%) .NET
12 25 (17.99%) Java
13 24 (17.27%) C#
13 24 (17.27%) Windows
13 24 (17.27%) Git (software)
14 23 (16.55%) Continuous Integration
14 23 (16.55%) Oracle
15 22 (15.83%) Relational Database
15 22 (15.83%) AngularJS
16 21 (15.11%) Docker
16 21 (15.11%) Microservices
16 21 (15.11%) React
16 21 (15.11%) Scrum
16 21 (15.11%) Business Intelligence
17 20 (14.39%) Google
17 20 (14.39%) Greenfield Project
18 19 (13.67%) Opscode Chef
18 19 (13.67%) Analytics

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 3 (2.16%) Apache
1 3 (2.16%) Apache Spark
1 3 (2.16%) Tomcat
2 2 (1.44%) CMS
2 2 (1.44%) Elasticsearch
2 2 (1.44%) WebSphere
3 1 (0.72%) Apache Solr
3 1 (0.72%) CloudStack
3 1 (0.72%) Exchange Server 2013
3 1 (0.72%) IIS
3 1 (0.72%) MS Exchange
3 1 (0.72%) OpenStack
3 1 (0.72%) Oracle SOA Suite
3 1 (0.72%) WebLogic
3 1 (0.72%) WebSphere Application Server
3 1 (0.72%) WildFly
Applications
1 1 (0.72%) Microsoft Office
Cloud Services
1 89 (64.03%) Microsoft Azure
2 16 (11.51%) Google Cloud Platform
3 13 (9.35%) Cloud Computing
4 10 (7.19%) SaaS
5 9 (6.47%) Serverless
6 7 (5.04%) Amazon CloudWatch
7 6 (4.32%) AWS Lambda
8 4 (2.88%) Amazon SQS
9 3 (2.16%) GitHub
9 3 (2.16%) Office 365
10 2 (1.44%) Google Compute Engine
10 2 (1.44%) IaaS
10 2 (1.44%) PaaS
11 1 (0.72%) Amazon EC2
11 1 (0.72%) Google Analytics
11 1 (0.72%) npm
11 1 (0.72%) OpenShift
Communications & Networking
1 9 (6.47%) Firewall
2 6 (4.32%) HTTP
3 5 (3.60%) Network Security
4 4 (2.88%) DNS
4 4 (2.88%) TCP/IP
5 2 (1.44%) DHCP
5 2 (1.44%) Internet
5 2 (1.44%) SAN
6 1 (0.72%) Ethernet
6 1 (0.72%) SSL
6 1 (0.72%) VPN
Database & Business Intelligence
1 48 (34.53%) SQL Server
2 22 (15.83%) Relational Database
3 19 (13.67%) Data Warehouse
3 19 (13.67%) MongoDB
4 16 (11.51%) NoSQL
5 15 (10.79%) MySQL
5 15 (10.79%) Power BI
6 10 (7.19%) PostgreSQL
7 8 (5.76%) Big Data
8 7 (5.04%) Amazon DynamoDB
8 7 (5.04%) Amazon RDS
8 7 (5.04%) SQL Server Integration Services
8 7 (5.04%) SQL Server Reporting Services
9 6 (4.32%) Apache Cassandra
10 5 (3.60%) Azure SQL Database
10 5 (3.60%) SQL Server Analysis Services
10 5 (3.60%) Text Mining
11 4 (2.88%) BusinessObjects
11 4 (2.88%) CouchDB
11 4 (2.88%) Hadoop
Development Applications
1 27 (19.42%) Jenkins
2 24 (17.27%) Git (software)
3 14 (10.07%) TeamCity
4 12 (8.63%) GitLab
4 12 (8.63%) Subversion
5 10 (7.19%) CircleCI
5 10 (7.19%) CruiseControl
5 10 (7.19%) Maven
6 9 (6.47%) Artifactory
6 9 (6.47%) GoCD
6 9 (6.47%) Sonatype Nexus
6 9 (6.47%) Vagrant
7 5 (3.60%) JIRA
8 2 (1.44%) CA Release Automation
8 2 (1.44%) Eclipse
8 2 (1.44%) NUnit
8 2 (1.44%) Team Foundation Server
9 1 (0.72%) FindBugs
9 1 (0.72%) Gradle
9 1 (0.72%) webpack
General
1 14 (10.07%) Finance
2 3 (2.16%) Financial Institution
3 2 (1.44%) Banking
4 1 (0.72%) Investment Banking
4 1 (0.72%) Law
Job Titles
1 35 (25.18%) Developer
2 28 (20.14%) DevOps Engineer
3 22 (15.83%) Architect
4 15 (10.79%) Business Intelligence Consultant
4 15 (10.79%) Consultant
5 14 (10.07%) Software Developer
6 13 (9.35%) .NET Developer
6 13 (9.35%) Cloud Architect
7 12 (8.63%) Business Consultant
8 8 (5.76%) Cloud Engineer
9 7 (5.04%) C# Developer
10 6 (4.32%) C# .NET Developer
10 6 (4.32%) Lead Developer
10 6 (4.32%) Senior Developer
11 5 (3.60%) .NET Software Developer
11 5 (3.60%) Analyst
11 5 (3.60%) Software Engineer
11 5 (3.60%) Systems Analyst
12 4 (2.88%) JavaScript Developer
12 4 (2.88%) Solutions Architect
Libraries, Frameworks & Software Standards
1 34 (24.46%) Web Services
2 25 (17.99%) .NET
3 22 (15.83%) AngularJS
4 21 (15.11%) React
5 18 (12.95%) HTML
6 16 (11.51%) Node.js
7 15 (10.79%) CSS
8 13 (9.35%) RabbitMQ
9 12 (8.63%) ASP.NET
10 9 (6.47%) .NET Framework
10 9 (6.47%) REST
11 8 (5.76%) Elastic Stack
12 7 (5.04%) Natural Language Processing
13 6 (4.32%) Entity Framework
14 5 (3.60%) .NET Core
14 5 (3.60%) ASP.NET MVC
14 5 (3.60%) RESTful
14 5 (3.60%) Sass
15 4 (2.88%) Ajax
15 4 (2.88%) WCF
Miscellaneous
1 20 (14.39%) Greenfield Project
2 8 (5.76%) Analytical Skills
2 8 (5.76%) Data Centre
3 7 (5.04%) Fintech
3 7 (5.04%) Hybrid Cloud
4 6 (4.32%) Enterprise Software
4 6 (4.32%) Self-Motivation
5 5 (3.60%) Client/Server
6 4 (2.88%) User Experience
7 3 (2.16%) Replication
7 3 (2.16%) Wiki
8 2 (1.44%) Algorithms
8 2 (1.44%) Cloud Native
8 2 (1.44%) Clustering
9 1 (0.72%) Data Structures
9 1 (0.72%) Mainframe
9 1 (0.72%) Management Information System
9 1 (0.72%) Mobile App
9 1 (0.72%) Public Cloud
9 1 (0.72%) Virtual Team
Operating Systems
1 27 (19.42%) Linux
2 24 (17.27%) Windows
3 14 (10.07%) Unix
4 11 (7.91%) Red Hat Enterprise Linux
5 4 (2.88%) Android
5 4 (2.88%) Apple iOS
6 2 (1.44%) Mac OS X
6 2 (1.44%) Windows Server
6 2 (1.44%) Windows Server 2012
7 1 (0.72%) CentOS
7 1 (0.72%) Windows Server 2008
Processes & Methodologies
1 49 (35.25%) Agile Software Development
2 46 (33.09%) DevOps
3 23 (16.55%) Continuous Integration
4 21 (15.11%) Business Intelligence
4 21 (15.11%) Microservices
4 21 (15.11%) Scrum
5 19 (13.67%) Analytics
5 19 (13.67%) TDD
6 18 (12.95%) Data Modelling
7 17 (12.23%) ETL
8 15 (10.79%) Problem-Solving
9 14 (10.07%) MVC
9 14 (10.07%) SDLC
10 13 (9.35%) Continuous Delivery
10 13 (9.35%) Mentoring
10 13 (9.35%) Software Engineering
11 12 (8.63%) Cybersecurity
12 11 (7.91%) Load Balancing
12 11 (7.91%) SOA
12 11 (7.91%) Stakeholder Management
Programming Languages
1 52 (37.41%) SQL
2 41 (29.50%) Python
3 30 (21.58%) JavaScript
4 25 (17.99%) Java
5 24 (17.27%) C#
6 14 (10.07%) Scala
7 13 (9.35%) Bash Shell
8 10 (7.19%) C
9 6 (4.32%) Shell Script
10 4 (2.88%) T-SQL
11 2 (1.44%) Ruby
11 2 (1.44%) VB
12 1 (0.72%) ES6
12 1 (0.72%) Java 8
12 1 (0.72%) PowerShell
12 1 (0.72%) R
12 1 (0.72%) TypeScript
Qualifications
1 16 (11.51%) Degree
2 7 (5.04%) MCP
2 7 (5.04%) Microsoft Certification
3 5 (3.60%) CCENT
3 5 (3.60%) CCNA
3 5 (3.60%) Cisco Certification
3 5 (3.60%) CompTIA Security+
3 5 (3.60%) MCSA
3 5 (3.60%) Network+ Certification
4 2 (1.44%) MCSD
5 1 (0.72%) Computer Science Degree
5 1 (0.72%) ITIL Certification
5 1 (0.72%) MBA
Quality Assurance & Compliance
1 11 (7.91%) QA
2 10 (7.19%) Data Quality
3 5 (3.60%) ISO/IEC 27001
4 4 (2.88%) SLA
5 1 (0.72%) Disclosure Scotland
System Software
1 21 (15.11%) Docker
2 4 (2.88%) Hyper-V
2 4 (2.88%) VMware Infrastructure
3 3 (2.16%) Active Directory
3 3 (2.16%) HDFS
3 3 (2.16%) Virtual Machines
4 2 (1.44%) vSphere
5 1 (0.72%) Xen
5 1 (0.72%) XenServer
Systems Management
1 29 (20.86%) Ansible
2 19 (13.67%) Opscode Chef
3 18 (12.95%) Puppet
4 15 (10.79%) Terraform
5 9 (6.47%) Graphite
5 9 (6.47%) HAProxy
5 9 (6.47%) Icinga
5 9 (6.47%) Packer
6 5 (3.60%) Kubernetes
7 2 (1.44%) Systems Management Server (SMS)
8 1 (0.72%) Backup Exec
8 1 (0.72%) Capistrano
8 1 (0.72%) Cobbler
8 1 (0.72%) Core Impact
8 1 (0.72%) Mesos
8 1 (0.72%) Nessus
8 1 (0.72%) SCCM
8 1 (0.72%) SCOM
8 1 (0.72%) Tivoli
8 1 (0.72%) WSUS
Vendors
1 28 (20.14%) Microsoft
2 23 (16.55%) Oracle
3 20 (14.39%) Google
4 17 (12.23%) Tableau
4 17 (12.23%) VMware
5 10 (7.19%) Cognos
6 8 (5.76%) Cisco
7 7 (5.04%) New Relic
8 3 (2.16%) Dell
8 3 (2.16%) EMC
8 3 (2.16%) IBM
8 3 (2.16%) Perforce
8 3 (2.16%) SAP
8 3 (2.16%) Xamarin
9 2 (1.44%) Citrix
9 2 (1.44%) Cloudera
9 2 (1.44%) MicroStrategy
9 2 (1.44%) Veeam
10 1 (0.72%) Asigra
10 1 (0.72%) Sencha