Period
to 18 August 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 18 August 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Scotland > Glasgow
6 months to
18 Aug 2019
Same period 2018 Same period 2017
Rank 23 39 69
Rank change year-on-year +16 +30 +15
Permanent jobs citing Amazon AWS 156 167 81
As % of all permanent IT jobs advertised in Glasgow 8.49% 7.21% 3.54%
As % of the Cloud Services category 32.84% 35.76% 34.18%
Number of salaries quoted 100 99 48
Glasgow median annual salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% - -
10th Percentile £31,225 £33,000 £30,125
90th Percentile £75,000 £67,750 £71,250
Scotland median annual salary £46,500 £52,500 £50,000
% change year-on-year -11.43% +5.00% +11.11%

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 475 467 237
As % of all permanent IT jobs advertised in Glasgow 25.86% 20.16% 10.36%
Number of salaries quoted 346 302 143
Glasgow median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +3.03%
10th Percentile £30,000 £30,125 £27,500
90th Percentile £65,000 £65,000 £60,000
Scotland median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +12.50%

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 18 August 2019.

Salary histogram for Amazon AWS in Glasgow

For the 6 months to 18 August 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 85 (54.49%) Microsoft Azure
2 77 (49.36%) DevOps
3 67 (42.95%) Linux
4 54 (34.62%) Python
5 53 (33.97%) Agile Software Development
6 38 (24.36%) Docker
7 37 (23.72%) Opscode Chef
7 37 (23.72%) Ansible
7 37 (23.72%) Java
8 36 (23.08%) Puppet
9 35 (22.44%) SQL
10 33 (21.15%) Windows
10 33 (21.15%) Microsoft
11 32 (20.51%) Jenkins
12 30 (19.23%) Terraform
13 27 (17.31%) C#
14 26 (16.67%) SQL Server
15 25 (16.03%) .NET
15 25 (16.03%) Web Services
16 24 (15.38%) Git (software)
16 24 (15.38%) Continuous Integration
17 23 (14.74%) Google Cloud Platform
17 23 (14.74%) Kubernetes
18 22 (14.10%) Public Sector
19 21 (13.46%) AngularJS
19 21 (13.46%) JavaScript
19 21 (13.46%) Finance
20 20 (12.82%) Bash Shell
20 20 (12.82%) Microservices
21 19 (12.18%) SaaS

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 8 (5.13%) SharePoint
2 7 (4.49%) CloudStack
2 7 (4.49%) IIS
2 7 (4.49%) OpenStack
3 6 (3.85%) Apache Spark
4 3 (1.92%) Confluence
5 2 (1.28%) Apache
5 2 (1.28%) Cloud Foundry
5 2 (1.28%) Skype for Business
5 2 (1.28%) Tomcat
6 1 (0.64%) Alfresco
6 1 (0.64%) Exchange Server 2013
Applications
1 4 (2.56%) Microsoft Office
Business Applications
1 1 (0.64%) BusinessWorks
1 1 (0.64%) SAP S/4HANA
Cloud Services
1 85 (54.49%) Microsoft Azure
2 23 (14.74%) Google Cloud Platform
3 19 (12.18%) SaaS
4 18 (11.54%) Cloud Computing
5 10 (6.41%) Office 365
5 10 (6.41%) Serverless
6 9 (5.77%) AWS Lambda
7 8 (5.13%) IaaS
7 8 (5.13%) PaaS
8 6 (3.85%) AWS CloudFormation
9 4 (2.56%) OneDrive
10 3 (1.92%) Amazon EC2
10 3 (1.92%) Amazon SQS
10 3 (1.92%) OpenShift
11 2 (1.28%) Amazon S3
11 2 (1.28%) Azure ExpressRoute
12 1 (0.64%) Amazon CloudWatch
12 1 (0.64%) Amazon ECS
12 1 (0.64%) Azure Active Directory
12 1 (0.64%) CloudFront
Communications & Networking
1 9 (5.77%) Firewall
2 3 (1.92%) Internet
2 3 (1.92%) Network Security
2 3 (1.92%) VPN
3 2 (1.28%) Skype
4 1 (0.64%) DHCP
4 1 (0.64%) DNS
4 1 (0.64%) LAN
4 1 (0.64%) OpenVPN
4 1 (0.64%) WAN
Database & Business Intelligence
1 26 (16.67%) SQL Server
2 11 (7.05%) Hadoop
3 10 (6.41%) Azure SQL Database
4 9 (5.77%) Big Data
4 9 (5.77%) MySQL
5 8 (5.13%) MongoDB
6 7 (4.49%) NoSQL
6 7 (4.49%) PostgreSQL
7 6 (3.85%) Text Mining
8 5 (3.21%) Redis
9 4 (2.56%) Relational Database
10 3 (1.92%) Data Warehouse
10 3 (1.92%) Neo4j
10 3 (1.92%) RDBMS
11 2 (1.28%) Data Lake
11 2 (1.28%) MariaDB
12 1 (0.64%) Amazon RDS
12 1 (0.64%) SAP HANA
12 1 (0.64%) SQL Server 2012
12 1 (0.64%) SQL Server 2014
Development Applications
1 32 (20.51%) Jenkins
2 24 (15.38%) Git (software)
3 17 (10.90%) TeamCity
4 11 (7.05%) JIRA
5 10 (6.41%) Maven
6 7 (4.49%) Artifactory
6 7 (4.49%) Axure RP
6 7 (4.49%) GitLab
6 7 (4.49%) Sonatype Nexus
6 7 (4.49%) Subversion
7 6 (3.85%) Bitbucket
7 6 (3.85%) GoCD
8 5 (3.21%) Vagrant
9 4 (2.56%) Gradle
9 4 (2.56%) Selenium
9 4 (2.56%) SoapUI
9 4 (2.56%) SpecFlow
10 3 (1.92%) Cucumber
10 3 (1.92%) Team Foundation Server
10 3 (1.92%) Visual Studio
General
1 22 (14.10%) Public Sector
2 21 (13.46%) Finance
3 11 (7.05%) Banking
4 3 (1.92%) Marketing
5 2 (1.28%) Financial Institution
5 2 (1.28%) Retail
6 1 (0.64%) Electronics
6 1 (0.64%) Law
6 1 (0.64%) Legal
6 1 (0.64%) Local Government
6 1 (0.64%) Manufacturing
6 1 (0.64%) Telecoms
Job Titles
1 38 (24.36%) DevOps Engineer
2 30 (19.23%) Developer
3 27 (17.31%) Cloud Engineer
4 16 (10.26%) Architect
5 13 (8.33%) Senior DevOps
6 9 (5.77%) .NET Developer
6 9 (5.77%) Senior DevOps Engineer
7 8 (5.13%) Data Engineer
8 7 (4.49%) Administrator
8 7 (4.49%) AWS Engineer
8 7 (4.49%) C# Developer
8 7 (4.49%) Cloud Architect
8 7 (4.49%) Consultant
8 7 (4.49%) Infrastructure Engineer
8 7 (4.49%) Linux Administrator
8 7 (4.49%) Platform Engineer
8 7 (4.49%) Software Developer
9 6 (3.85%) C# .NET Developer
9 6 (3.85%) Java Developer
10 5 (3.21%) Cloud Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 25 (16.03%) .NET
1 25 (16.03%) Web Services
2 21 (13.46%) AngularJS
3 15 (9.62%) React
4 13 (8.33%) HTML
5 11 (7.05%) CSS
6 9 (5.77%) Spring
7 8 (5.13%) .NET Core
7 8 (5.13%) Natural Language Processing
7 8 (5.13%) Node.js
8 7 (4.49%) Spring Boot
9 6 (3.85%) Ruby on Rails
10 5 (3.21%) HTML5
10 5 (3.21%) jQuery
11 4 (2.56%) ASP.NET
11 4 (2.56%) Elastic Stack
11 4 (2.56%) RabbitMQ
11 4 (2.56%) REST
11 4 (2.56%) SOAP
11 4 (2.56%) Spring MVC
Miscellaneous
1 10 (6.41%) Data Centre
2 9 (5.77%) Hybrid Cloud
3 8 (5.13%) Greenfield Project
4 7 (4.49%) Enterprise Software
5 5 (3.21%) Public Cloud
6 4 (2.56%) Clustering
7 3 (1.92%) Mobile App
7 3 (1.92%) Private Cloud
7 3 (1.92%) Smart Meter
7 3 (1.92%) User Experience
8 2 (1.28%) Analytical Skills
8 2 (1.28%) Client/Server
8 2 (1.28%) EMC VNX
8 2 (1.28%) Enterprise Storage
9 1 (0.64%) Algorithms
9 1 (0.64%) Distributed Denial-of-Service
9 1 (0.64%) Enterprise Cloud
9 1 (0.64%) NHS
9 1 (0.64%) Self-Motivation
9 1 (0.64%) Social Media
Operating Systems
1 67 (42.95%) Linux
2 33 (21.15%) Windows
3 14 (8.97%) Unix
4 9 (5.77%) Windows Server
5 7 (4.49%) Red Hat Enterprise Linux
5 7 (4.49%) Ubuntu
6 6 (3.85%) CentOS
6 6 (3.85%) Windows Server 2008
6 6 (3.85%) Windows Server 2012
7 5 (3.21%) Debian
8 2 (1.28%) Android
8 2 (1.28%) Apple iOS
8 2 (1.28%) Windows 10
9 1 (0.64%) SUSE Linux Enterprise Server
Processes & Methodologies
1 77 (49.36%) DevOps
2 53 (33.97%) Agile Software Development
3 24 (15.38%) Continuous Integration
4 20 (12.82%) Microservices
5 19 (12.18%) Test Automation
6 17 (10.90%) Scrum
7 16 (10.26%) Software Engineering
8 14 (8.97%) Configuration Management
9 13 (8.33%) TDD
10 12 (7.69%) Continuous Delivery
10 12 (7.69%) Fintech
10 12 (7.69%) MVC
10 12 (7.69%) SDLC
11 11 (7.05%) Data Privacy
11 11 (7.05%) Deployment Automation
11 11 (7.05%) Infrastructure Engineering
11 11 (7.05%) Open Source
11 11 (7.05%) Stakeholder Management
12 10 (6.41%) Artificial Intelligence
12 10 (6.41%) Migration
Programming Languages
1 54 (34.62%) Python
2 37 (23.72%) Java
3 35 (22.44%) SQL
4 27 (17.31%) C#
5 21 (13.46%) JavaScript
6 20 (12.82%) Bash Shell
7 16 (10.26%) PowerShell
8 13 (8.33%) Ruby
9 10 (6.41%) Go
10 6 (3.85%) Shell Script
10 6 (3.85%) TypeScript
11 5 (3.21%) C
11 5 (3.21%) Scala
12 4 (2.56%) Java 8
13 2 (1.28%) Kotlin
13 2 (1.28%) PHP
13 2 (1.28%) R
13 2 (1.28%) T-SQL
14 1 (0.64%) C++
14 1 (0.64%) Objective-C
Qualifications
1 7 (4.49%) Degree
1 7 (4.49%) Microsoft Certification
2 6 (3.85%) AWS Certification
2 6 (3.85%) Computer Science Degree
3 5 (3.21%) MCSA
3 5 (3.21%) MCSE
3 5 (3.21%) RHCT
4 4 (2.56%) ISTQB
5 2 (1.28%) CCNA
5 2 (1.28%) CCNP
5 2 (1.28%) Cisco Certification
5 2 (1.28%) ISEB
5 2 (1.28%) VMware Certified Professional (VCP)
6 1 (0.64%) ISTQB Foundation Certification
6 1 (0.64%) MCP
6 1 (0.64%) MCSD
6 1 (0.64%) PhD
6 1 (0.64%) SAP Certification
6 1 (0.64%) SC Cleared
6 1 (0.64%) Security Cleared
Quality Assurance & Compliance
1 6 (3.85%) QA
2 4 (2.56%) ISO/IEC 27001
3 2 (1.28%) Data Quality
System Software
1 38 (24.36%) Docker
2 16 (10.26%) Active Directory
3 8 (5.13%) Hyper-V
3 8 (5.13%) VMware Infrastructure
4 7 (4.49%) Citrix Hypervisor
4 7 (4.49%) vSphere
4 7 (4.49%) Xen
5 5 (3.21%) KVM
6 3 (1.92%) Virtual Machines
6 3 (1.92%) Virtual Servers
Systems Management
1 37 (23.72%) Ansible
1 37 (23.72%) Opscode Chef
2 36 (23.08%) Puppet
3 30 (19.23%) Terraform
4 23 (14.74%) Kubernetes
5 7 (4.49%) Cobbler
5 7 (4.49%) Packer
6 6 (3.85%) HAProxy
7 5 (3.21%) Nagios
8 4 (2.56%) CASB
8 4 (2.56%) CFEngine
8 4 (2.56%) Graphite
8 4 (2.56%) Icinga
8 4 (2.56%) Salt
9 2 (1.28%) Avamar
9 2 (1.28%) Docker Swarm
9 2 (1.28%) Istio
10 1 (0.64%) OSSEC
10 1 (0.64%) SCDPM
10 1 (0.64%) SCOrch
Vendors
1 33 (21.15%) Microsoft
2 18 (11.54%) VMware
3 17 (10.90%) Oracle
4 14 (8.97%) Google
5 7 (4.49%) Citrix
5 7 (4.49%) Red Hat
6 5 (3.21%) Dell
6 5 (3.21%) Dynatrace
6 5 (3.21%) EMC
6 5 (3.21%) Splunk
7 4 (2.56%) Symantec
7 4 (2.56%) Veeam
8 3 (1.92%) Cisco
8 3 (1.92%) Hortonworks
9 2 (1.28%) AppDynamics
9 2 (1.28%) Cloudera
9 2 (1.28%) Cognizant
9 2 (1.28%) EqualLogic
9 2 (1.28%) Intel
9 2 (1.28%) Zerto