Period
to 19 November 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 19 November 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Scotland > Glasgow
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 45 56 69
Rank change year-on-year +11 +13 +39
Permanent jobs citing Amazon AWS 132 109 75
As % of all permanent IT jobs advertised in Glasgow 6.26% 4.78% 3.48%
As % of the Cloud Services category 31.65% 38.52% 29.64%
Number of salaries quoted 101 68 33
Glasgow median annual salary £47,500 £50,000 £44,250
Median salary % change year-on-year -5.00% +12.99% +16.45%
10th Percentile £33,000 £32,125 £26,250
90th Percentile £65,000 £68,750 £60,000
Scotland median annual salary £50,000 £50,000 £42,500
% change year-on-year - +17.65% +8.28%

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 417 283 253
As % of all permanent IT jobs advertised in Glasgow 19.76% 12.40% 11.75%
Number of salaries quoted 273 181 169
Glasgow median annual salary £47,500 £47,500 £42,500
Median salary % change year-on-year - +11.76% +6.25%
10th Percentile £31,250 £29,000 £26,150
90th Percentile £65,000 £60,000 £60,000
Scotland median annual salary £47,500 £45,000 £42,000
% change year-on-year +5.56% +7.14% +9.09%

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 19 November 2018.

Salary histogram for Amazon AWS in Glasgow

For the 6 months to 19 November 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 89 (67.42%) Microsoft Azure
2 61 (46.21%) Agile Software Development
3 56 (42.42%) SQL
4 54 (40.91%) DevOps
5 49 (37.12%) Python
6 44 (33.33%) Linux
7 39 (29.55%) SQL Server
8 31 (23.48%) Ansible
9 30 (22.73%) Jenkins
10 29 (21.97%) Java
10 29 (21.97%) Git (software)
11 28 (21.21%) Puppet
11 28 (21.21%) Opscode Chef
12 27 (20.45%) Unix
13 25 (18.94%) Data Modelling
13 25 (18.94%) Continuous Integration
14 24 (18.18%) JavaScript
14 24 (18.18%) Oracle
15 23 (17.42%) .NET
15 23 (17.42%) Docker
15 23 (17.42%) AngularJS
16 22 (16.67%) SDLC
17 21 (15.91%) React
17 21 (15.91%) Windows
17 21 (15.91%) Scrum
18 20 (15.15%) C#
18 20 (15.15%) Relational Database
19 19 (14.39%) Web Services
19 19 (14.39%) Microsoft
20 18 (13.64%) Google

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 9 (6.82%) Apache Spark
2 6 (4.55%) CloudStack
2 6 (4.55%) OpenStack
3 5 (3.79%) Apache
3 5 (3.79%) Tomcat
4 3 (2.27%) Apache Pig
4 3 (2.27%) SAS
5 2 (1.52%) CMS
6 1 (0.76%) Apache Solr
6 1 (0.76%) IIS
6 1 (0.76%) Oracle SOA Suite
6 1 (0.76%) WebLogic
6 1 (0.76%) WebSphere
6 1 (0.76%) WebSphere Application Server
6 1 (0.76%) WildFly
Applications
1 1 (0.76%) Microsoft Office
Cloud Services
1 89 (67.42%) Microsoft Azure
2 15 (11.36%) Cloud Computing
3 14 (10.61%) Google Cloud Platform
4 7 (5.30%) Amazon CloudWatch
4 7 (5.30%) Serverless
5 6 (4.55%) AWS Lambda
6 5 (3.79%) GitHub
7 4 (3.03%) Datadog
7 4 (3.03%) npm
7 4 (3.03%) SaaS
8 3 (2.27%) Amazon EMR
8 3 (2.27%) Amazon SQS
8 3 (2.27%) Google Compute Engine
8 3 (2.27%) IaaS
8 3 (2.27%) PaaS
9 2 (1.52%) Google Analytics
10 1 (0.76%) Amazon EC2
10 1 (0.76%) Amazon Kinesis
10 1 (0.76%) AWS CloudFormation
Communications & Networking
1 6 (4.55%) Firewall
2 5 (3.79%) Network Security
3 3 (2.27%) HTTP
4 1 (0.76%) SAN
4 1 (0.76%) TCP/IP
Database & Business Intelligence
1 39 (29.55%) SQL Server
2 20 (15.15%) Relational Database
3 18 (13.64%) MongoDB
4 16 (12.12%) NoSQL
5 15 (11.36%) Data Warehouse
6 14 (10.61%) Big Data
6 14 (10.61%) MySQL
7 13 (9.85%) Power BI
8 9 (6.82%) Apache Hive
8 9 (6.82%) PostgreSQL
9 7 (5.30%) Amazon DynamoDB
9 7 (5.30%) Amazon RDS
9 7 (5.30%) Hadoop
10 6 (4.55%) Apache Cassandra
11 5 (3.79%) Amazon Redshift
11 5 (3.79%) SQL Server Integration Services
11 5 (3.79%) SQL Server Reporting Services
11 5 (3.79%) Text Mining
12 4 (3.03%) Azure SQL Database
12 4 (3.03%) HBase
Development Applications
1 30 (22.73%) Jenkins
2 29 (21.97%) Git (software)
3 11 (8.33%) CircleCI
3 11 (8.33%) CruiseControl
3 11 (8.33%) Subversion
4 10 (7.58%) Maven
4 10 (7.58%) TeamCity
5 8 (6.06%) GitLab
6 7 (5.30%) Artifactory
6 7 (5.30%) GoCD
6 7 (5.30%) Sonatype Nexus
6 7 (5.30%) Vagrant
7 6 (4.55%) JIRA
8 3 (2.27%) Eclipse
9 2 (1.52%) FindBugs
9 2 (1.52%) IntelliJ
9 2 (1.52%) JUnit
9 2 (1.52%) Team Foundation Server
10 1 (0.76%) Android Studio
10 1 (0.76%) Gradle
General
1 16 (12.12%) Finance
2 5 (3.79%) Banking
3 2 (1.52%) Investment Banking
3 2 (1.52%) Law
Job Titles
1 43 (32.58%) DevOps Engineer
2 29 (21.97%) Developer
3 16 (12.12%) Consultant
4 14 (10.61%) .NET Developer
4 14 (10.61%) Architect
5 13 (9.85%) Business Intelligence Consultant
6 10 (7.58%) Business Consultant
7 9 (6.82%) C# .NET Developer
7 9 (6.82%) C# Developer
8 8 (6.06%) Cloud Architect
9 7 (5.30%) Senior Developer
9 7 (5.30%) Software Developer
10 6 (4.55%) Senior DevOps
10 6 (4.55%) Senior DevOps Engineer
11 5 (3.79%) AWS Engineer
11 5 (3.79%) Development Engineer
11 5 (3.79%) Software Engineer
12 4 (3.03%) AWS Architect
12 4 (3.03%) Java Engineer
12 4 (3.03%) Solutions Architect
Libraries, Frameworks & Software Standards
1 23 (17.42%) .NET
1 23 (17.42%) AngularJS
2 21 (15.91%) React
3 19 (14.39%) Web Services
4 17 (12.88%) HTML
5 16 (12.12%) Node.js
6 13 (9.85%) CSS
7 11 (8.33%) Elastic Stack
8 10 (7.58%) ASP.NET
9 9 (6.82%) RabbitMQ
10 8 (6.06%) Sass
11 7 (5.30%) LESS
11 7 (5.30%) Natural Language Processing
12 6 (4.55%) .NET Core
12 6 (4.55%) .NET Framework
12 6 (4.55%) ASP.NET MVC
12 6 (4.55%) REST
12 6 (4.55%) RESTful
13 5 (3.79%) Ajax
14 4 (3.03%) Entity Framework
Miscellaneous
1 14 (10.61%) Greenfield Project
2 13 (9.85%) Enterprise Software
3 7 (5.30%) Analytical Skills
3 7 (5.30%) Fintech
3 7 (5.30%) Hybrid Cloud
3 7 (5.30%) User Experience
4 6 (4.55%) Data Centre
5 5 (3.79%) Client/Server
6 4 (3.03%) Computer Science
6 4 (3.03%) Self-Motivation
7 3 (2.27%) Cloud Native
7 3 (2.27%) NHS
7 3 (2.27%) Replication
8 2 (1.52%) Algorithms
8 2 (1.52%) Mainframe
8 2 (1.52%) Mobile App
9 1 (0.76%) Analytical Mindset
9 1 (0.76%) Data Structures
9 1 (0.76%) Fixed Income
9 1 (0.76%) Public Cloud
Operating Systems
1 44 (33.33%) Linux
2 27 (20.45%) Unix
3 21 (15.91%) Windows
4 13 (9.85%) Red Hat Enterprise Linux
5 4 (3.03%) CentOS
6 3 (2.27%) Ubuntu
7 1 (0.76%) Android
7 1 (0.76%) Apple iOS
7 1 (0.76%) Mac OS X
7 1 (0.76%) Windows Server 2012
Processes & Methodologies
1 61 (46.21%) Agile Software Development
2 54 (40.91%) DevOps
3 25 (18.94%) Continuous Integration
3 25 (18.94%) Data Modelling
4 22 (16.67%) SDLC
5 21 (15.91%) Scrum
6 17 (12.88%) Business Intelligence
6 17 (12.88%) Microservices
7 16 (12.12%) Analytics
7 16 (12.12%) ETL
7 16 (12.12%) TDD
8 13 (9.85%) Mentoring
8 13 (9.85%) MVC
8 13 (9.85%) Security Management
9 12 (9.09%) Continuous Delivery
9 12 (9.09%) Data Science
10 11 (8.33%) SOA
11 10 (7.58%) Data Extraction
11 10 (7.58%) Data Visualisation
11 10 (7.58%) Visualisation
Programming Languages
1 56 (42.42%) SQL
2 49 (37.12%) Python
3 29 (21.97%) Java
4 24 (18.18%) JavaScript
5 20 (15.15%) C#
6 18 (13.64%) Bash Shell
7 16 (12.12%) Scala
8 9 (6.82%) Ruby
8 9 (6.82%) Shell Script
9 6 (4.55%) T-SQL
10 4 (3.03%) C
10 4 (3.03%) ES6
10 4 (3.03%) R
11 3 (2.27%) PL/SQL
11 3 (2.27%) TypeScript
12 2 (1.52%) VB
13 1 (0.76%) C++
13 1 (0.76%) Clojure
13 1 (0.76%) Lisp
13 1 (0.76%) PowerShell
Qualifications
1 12 (9.09%) Degree
2 6 (4.55%) MCP
2 6 (4.55%) Microsoft Certification
3 5 (3.79%) CCENT
3 5 (3.79%) CCNA
3 5 (3.79%) Cisco Certification
3 5 (3.79%) CompTIA Security+
3 5 (3.79%) MCSA
3 5 (3.79%) Network+ Certification
4 3 (2.27%) Security Cleared
5 1 (0.76%) ITIL Certification
5 1 (0.76%) MCSD
Quality Assurance & Compliance
1 10 (7.58%) Data Quality
2 7 (5.30%) QA
3 4 (3.03%) ISO/IEC 27001
System Software
1 23 (17.42%) Docker
2 8 (6.06%) HDFS
3 6 (4.55%) vSphere
3 6 (4.55%) Xen
3 6 (4.55%) XenServer
4 3 (2.27%) Hyper-V
4 3 (2.27%) VMware Infrastructure
5 1 (0.76%) Apache Flume
5 1 (0.76%) Virtual Machines
Systems Management
1 31 (23.48%) Ansible
2 28 (21.21%) Opscode Chef
2 28 (21.21%) Puppet
3 10 (7.58%) Terraform
4 9 (6.82%) Icinga
5 7 (5.30%) Nagios
5 7 (5.30%) Packer
6 6 (4.55%) Cobbler
6 6 (4.55%) Graphite
6 6 (4.55%) HAProxy
6 6 (4.55%) Tivoli
7 5 (3.79%) Kubernetes
8 3 (2.27%) Oozie
9 2 (1.52%) Systems Management Server (SMS)
10 1 (0.76%) Capistrano
10 1 (0.76%) Core Impact
10 1 (0.76%) Nessus
10 1 (0.76%) Nexpose
10 1 (0.76%) Salt
Vendors
1 24 (18.18%) Oracle
2 19 (14.39%) Microsoft
3 18 (13.64%) Google
4 15 (11.36%) Tableau
5 14 (10.61%) New Relic
6 12 (9.09%) VMware
7 10 (7.58%) Cognos
8 8 (6.06%) Cisco
9 6 (4.55%) EnterpriseDB
10 5 (3.79%) Perforce
11 3 (2.27%) Cloudera
11 3 (2.27%) Dell
11 3 (2.27%) EMC
11 3 (2.27%) Red Hat
11 3 (2.27%) SAP
12 2 (1.52%) Cognizant
12 2 (1.52%) IBM
12 2 (1.52%) Salesforce.com
12 2 (1.52%) Xamarin
13 1 (0.76%) MicroStrategy