Period
to 16 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Microsoft Azure skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Microsoft Azure over the 6 months to 16 July 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure (formerly Windows Azure)
Scotland > Glasgow
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 24 62 54
Rank change year-on-year +38 -8 +74
Permanent jobs citing Microsoft Azure 247 92 137
As % of all permanent IT jobs advertised in Glasgow 10.05% 4.17% 5.26%
As % of the Cloud Services category 49.20% 42.40% 53.52%
Number of salaries quoted 166 71 68
Glasgow median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -13.04%
10th Percentile £32,000 £30,250 £31,250
90th Percentile £65,000 £57,500 £57,500
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +13.33%

Microsoft Azure 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 502 217 256
As % of all permanent IT jobs advertised in Glasgow 20.42% 9.84% 9.83%
Number of salaries quoted 311 136 141
Glasgow median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -5.56%
10th Percentile £31,500 £27,500 £30,000
90th Percentile £65,000 £57,500 £60,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -5.56%

Microsoft Azure
Job Vacancy Trend in Glasgow

Job postings citing Microsoft Azure as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Microsoft Azure in Glasgow

Microsoft Azure
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Microsoft Azure in Glasgow.

Salary trend for Microsoft Azure in Glasgow

Microsoft Azure
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Microsoft Azure in Glasgow over the 6 months to 16 July 2018.

Salary histogram for Microsoft Azure in Glasgow

For the 6 months to 16 July 2018, IT jobs citing Microsoft Azure 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 Microsoft Azure.

1 148 (59.92%) SQL
2 126 (51.01%) Agile Software Development
3 113 (45.75%) .NET
4 111 (44.94%) C#
5 103 (41.70%) Amazon AWS
6 95 (38.46%) AngularJS
6 95 (38.46%) MVC
7 89 (36.03%) ASP.NET
8 87 (35.22%) SQL Server
9 83 (33.60%) Microsoft
10 70 (28.34%) JavaScript
11 62 (25.10%) HTML
12 58 (23.48%) SDLC
12 58 (23.48%) ASP.NET MVC
13 52 (21.05%) DevOps
13 52 (21.05%) Windows
14 51 (20.65%) Office 365
15 50 (20.24%) Collaborative Working
16 49 (19.84%) React
17 47 (19.03%) Node.js
18 42 (17.00%) T-SQL
19 41 (16.60%) Python
19 41 (16.60%) ASP.NET Web API
20 40 (16.19%) TypeScript
20 40 (16.19%) npm
21 38 (15.38%) Opscode Chef
21 38 (15.38%) NoSQL
21 38 (15.38%) Puppet
22 35 (14.17%) CSS
22 35 (14.17%) Linux

Microsoft Azure
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 20 (8.10%) SharePoint
2 16 (6.48%) Skype for Business
3 11 (4.45%) MS Exchange
4 7 (2.83%) Apache Spark
4 7 (2.83%) Tomcat
5 5 (2.02%) IIS
5 5 (2.02%) SharePoint Server
6 4 (1.62%) Jetty
7 2 (0.81%) Apache
7 2 (0.81%) Confluence
7 2 (0.81%) Drupal
7 2 (0.81%) SharePoint 2010
7 2 (0.81%) SharePoint 2013
7 2 (0.81%) Umbraco
8 1 (0.40%) CMS
8 1 (0.40%) Elasticsearch
8 1 (0.40%) JBoss
8 1 (0.40%) Tornado
8 1 (0.40%) WebLogic
8 1 (0.40%) WebSphere
Applications
1 10 (4.05%) Microsoft Office
Business Applications
1 10 (4.05%) Dynamics CRM
2 4 (1.62%) Dynamics AX
Cloud Services
1 103 (41.70%) Amazon AWS
2 51 (20.65%) Office 365
3 40 (16.19%) npm
4 27 (10.93%) Google Cloud Platform
5 25 (10.12%) Cloud Computing
6 21 (8.50%) Dynamics 365
7 18 (7.29%) PaaS
8 16 (6.48%) IaaS
8 16 (6.48%) SaaS
9 11 (4.45%) Azure Data Factory
10 8 (3.24%) Serverless
11 7 (2.83%) Azure Active Directory
11 7 (2.83%) GitHub
12 6 (2.43%) Yammer
13 4 (1.62%) Amazon SQS
13 4 (1.62%) Datadog
14 2 (0.81%) OpenShift
15 1 (0.40%) Google Compute Engine
Communications & Networking
1 13 (5.26%) Skype
2 10 (4.05%) Firewall
3 8 (3.24%) DHCP
3 8 (3.24%) Intranet
4 7 (2.83%) DNS
4 7 (2.83%) SAN
4 7 (2.83%) VPN
5 5 (2.02%) Cisco ASA
6 4 (1.62%) HTTP
6 4 (1.62%) IPsec
6 4 (1.62%) SSL
6 4 (1.62%) VoIP
7 3 (1.21%) Fibre Channel
7 3 (1.21%) Internet
7 3 (1.21%) Intrusion Detection
7 3 (1.21%) iSCSI
7 3 (1.21%) LAN
7 3 (1.21%) WAN
7 3 (1.21%) Wireless
7 3 (1.21%) WLAN
Database & Business Intelligence
1 87 (35.22%) SQL Server
2 38 (15.38%) NoSQL
3 29 (11.74%) Big Data
4 26 (10.53%) MongoDB
5 22 (8.91%) SQL Server Integration Services
6 19 (7.69%) Data Warehouse
7 16 (6.48%) Azure SQL Database
8 15 (6.07%) SQL Server Analysis Services
8 15 (6.07%) SQL Server Reporting Services
9 14 (5.67%) Power BI
10 12 (4.86%) Data Lake
11 10 (4.05%) Hadoop
12 9 (3.64%) MySQL
13 7 (2.83%) Data Mining
14 6 (2.43%) SQL Server 2012
15 5 (2.02%) Azure SQL Data Warehouse
15 5 (2.02%) SQL Server 2016
16 4 (1.62%) Apache Cassandra
16 4 (1.62%) Cosmos DB
16 4 (1.62%) SQL Server 2014
Development Applications
1 32 (12.96%) Git (software)
2 25 (10.12%) NUnit
3 20 (8.10%) Babel
3 20 (8.10%) Log4Net
3 20 (8.10%) Rhino Mocks
3 20 (8.10%) webpack
4 12 (4.86%) Jenkins
4 12 (4.86%) Team Foundation Server
5 6 (2.43%) JIRA
6 5 (2.02%) MSTest
6 5 (2.02%) SpecFlow
7 4 (1.62%) Cucumber
7 4 (1.62%) Selenium
8 3 (1.21%) Subversion
8 3 (1.21%) TeamCity
9 2 (0.81%) Bitbucket
9 2 (0.81%) Codeship
9 2 (0.81%) Maven
9 2 (0.81%) Visual Studio
10 1 (0.40%) JMeter
General
1 34 (13.77%) Finance
2 4 (1.62%) Advertising
3 3 (1.21%) Manufacturing
3 3 (1.21%) Retail
4 2 (0.81%) Legal
5 1 (0.40%) Banking
5 1 (0.40%) Law
5 1 (0.40%) Marketing
Job Titles
1 115 (46.56%) Developer
2 76 (30.77%) .NET Developer
3 37 (14.98%) C# Developer
4 28 (11.34%) C# .NET Developer
5 27 (10.93%) DevOps Engineer
6 21 (8.50%) Senior Developer
7 20 (8.10%) Architect
8 18 (7.29%) Cloud Engineer
8 18 (7.29%) Software Engineer
9 12 (4.86%) Senior .NET Developer
10 11 (4.45%) Senior DevOps
10 11 (4.45%) Senior DevOps Engineer
11 10 (4.05%) Cloud Architect
11 10 (4.05%) Software Developer
12 8 (3.24%) Data Scientist
13 7 (2.83%) Infrastructure Engineer
13 7 (2.83%) Java Developer
13 7 (2.83%) Lead Developer
13 7 (2.83%) Senior C# Developer
14 6 (2.43%) SQL DBA
Libraries, Frameworks & Software Standards
1 113 (45.75%) .NET
2 95 (38.46%) AngularJS
3 89 (36.03%) ASP.NET
4 62 (25.10%) HTML
5 58 (23.48%) ASP.NET MVC
6 49 (19.84%) React
7 47 (19.03%) Node.js
8 41 (16.60%) ASP.NET Web API
9 35 (14.17%) CSS
10 31 (12.55%) .NET Core
11 29 (11.74%) JSON
12 24 (9.72%) REST
12 24 (9.72%) WCF
13 23 (9.31%) Redux
13 23 (9.31%) Vue (Vue.js)
14 22 (8.91%) LESS
14 22 (8.91%) Sass
15 21 (8.50%) XML
16 20 (8.10%) .NET Framework
16 20 (8.10%) XHTML
Miscellaneous
1 25 (10.12%) Analytical Skills
2 10 (4.05%) Algorithms
3 9 (3.64%) Enterprise Cloud
3 9 (3.64%) Enterprise Software
3 9 (3.64%) Hybrid Cloud
4 8 (3.24%) Computer Science
4 8 (3.24%) Self-Motivation
5 7 (2.83%) Data Centre
5 7 (2.83%) Greenfield Project
6 6 (2.43%) Replication
7 5 (2.02%) Clustering
7 5 (2.02%) Private Cloud
7 5 (2.02%) Public Cloud
8 3 (1.21%) Internet of Things
8 3 (1.21%) Management Information System
9 2 (0.81%) Driving Licence
9 2 (0.81%) Mobile App
10 1 (0.40%) Data Structures
10 1 (0.40%) e-Learning
10 1 (0.40%) iPhone
Operating Systems
1 52 (21.05%) Windows
2 35 (14.17%) Linux
3 16 (6.48%) Windows Server
4 13 (5.26%) Unix
5 9 (3.64%) Red Hat Enterprise Linux
6 6 (2.43%) CentOS
6 6 (2.43%) Windows Server 2012
7 4 (1.62%) Android
7 4 (1.62%) Apple iOS
8 3 (1.21%) Ubuntu
8 3 (1.21%) Windows 10
8 3 (1.21%) Windows Server 2003
9 2 (0.81%) Mac OS X
10 1 (0.40%) Mac OS
10 1 (0.40%) Solaris
10 1 (0.40%) Windows 7
10 1 (0.40%) Windows Phone
10 1 (0.40%) Windows Server 2008
Processes & Methodologies
1 126 (51.01%) Agile Software Development
2 95 (38.46%) MVC
3 58 (23.48%) SDLC
4 52 (21.05%) DevOps
5 50 (20.24%) Collaborative Working
6 31 (12.55%) Microservices
7 30 (12.15%) Open Source
8 27 (10.93%) OO
9 24 (9.72%) Analytics
9 24 (9.72%) Software Engineering
10 22 (8.91%) Business Intelligence
10 22 (8.91%) Scrum
11 21 (8.50%) ETL
12 20 (8.10%) API Development
12 20 (8.10%) Data Modelling
12 20 (8.10%) TDD
13 16 (6.48%) Test Automation
14 15 (6.07%) Continuous Integration
14 15 (6.07%) CRM
15 14 (5.67%) Service Delivery
Programming Languages
1 148 (59.92%) SQL
2 111 (44.94%) C#
3 70 (28.34%) JavaScript
4 42 (17.00%) T-SQL
5 41 (16.60%) Python
6 40 (16.19%) TypeScript
7 33 (13.36%) Java
8 29 (11.74%) PowerShell
9 20 (8.10%) ES6
9 20 (8.10%) PL/SQL
10 9 (3.64%) R
11 8 (3.24%) Bash Shell
11 8 (3.24%) Ruby
12 7 (2.83%) VB.NET
13 4 (1.62%) Apple Swift
13 4 (1.62%) Objective-C
14 3 (1.21%) C++
14 3 (1.21%) Java 8
14 3 (1.21%) Scala
15 2 (0.81%) Perl
Qualifications
1 20 (8.10%) BPSS Clearance
1 20 (8.10%) Security Cleared
2 19 (7.69%) Degree
3 5 (2.02%) Computer Science Degree
4 4 (1.62%) CCIE
4 4 (1.62%) CCNP
4 4 (1.62%) Cisco Certification
4 4 (1.62%) Microsoft Certification
5 3 (1.21%) MCSE
6 1 (0.40%) Citrix Certification
6 1 (0.40%) MCP
6 1 (0.40%) MCSD
Quality Assurance & Compliance
1 7 (2.83%) QA
2 3 (1.21%) Data Quality
2 3 (1.21%) SLA
3 1 (0.40%) Disclosure Scotland
3 1 (0.40%) GCP
3 1 (0.40%) GDPR
System Software
1 33 (13.36%) Docker
2 20 (8.10%) Active Directory
3 14 (5.67%) VMware Infrastructure
4 13 (5.26%) Hyper-V
5 3 (1.21%) HDFS
6 2 (0.81%) VMware Workstation
6 2 (0.81%) vSphere
6 2 (0.81%) XenApp
7 1 (0.40%) Apache Flume
7 1 (0.40%) Apache ZooKeeper
7 1 (0.40%) VirtualBox
7 1 (0.40%) VMware ESXi
7 1 (0.40%) VMware NSX
Systems Management
1 38 (15.38%) Opscode Chef
1 38 (15.38%) Puppet
2 33 (13.36%) Ansible
3 7 (2.83%) Nagios
4 5 (2.02%) SCCM
4 5 (2.02%) SCOM
5 4 (1.62%) Cisco Prime
6 3 (1.21%) Icinga
6 3 (1.21%) Kubernetes
6 3 (1.21%) Microsoft Data Protection Manager
6 3 (1.21%) SCDPM
7 2 (0.81%) Microsoft Intune
7 2 (0.81%) vCenter Server
8 1 (0.40%) Cobbler
8 1 (0.40%) HAProxy
8 1 (0.40%) Host Intrusion Detection System
8 1 (0.40%) logstash
8 1 (0.40%) Malwarebytes
8 1 (0.40%) Network Intrusion Detection System
8 1 (0.40%) Salt
Vendors
1 83 (33.60%) Microsoft
2 28 (11.34%) Google
3 26 (10.53%) Oracle
4 21 (8.50%) VMware
5 17 (6.88%) Cisco
6 14 (5.67%) Xamarin
7 8 (3.24%) SolarWinds
8 7 (2.83%) New Relic
9 6 (2.43%) Dell
9 6 (2.43%) EMC
10 5 (2.02%) Citrix
10 5 (2.02%) Meraki
11 4 (1.62%) Brocade
11 4 (1.62%) CheckPoint
11 4 (1.62%) F5
11 4 (1.62%) IBM
11 4 (1.62%) IDERA
11 4 (1.62%) McAfee
11 4 (1.62%) RedGate
11 4 (1.62%) Sitecore