Period
to 20 July 2019

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 20 July 2019 with a comparison to the same period in the previous 2 years.

Microsoft Azure (formerly Windows Azure)
Scotland > Glasgow
6 months to
20 Jul 2019
Same period 2018 Same period 2017
Rank 13 24 57
Rank change year-on-year +11 +33 -10
Permanent jobs citing Microsoft Azure 264 247 96
As % of all permanent IT jobs advertised in Glasgow 14.00% 10.09% 4.36%
As % of the Cloud Services category 51.16% 48.53% 41.38%
Number of salaries quoted 199 165 73
Glasgow median annual salary £45,500 £45,000 £41,500
Median salary % change year-on-year +1.11% +8.43% +3.75%
10th Percentile £32,350 £32,000 £30,450
90th Percentile £65,000 £65,000 £57,500
Scotland median annual salary £45,000 £45,000 £45,000

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 516 509 232
As % of all permanent IT jobs advertised in Glasgow 27.36% 20.80% 10.53%
Number of salaries quoted 357 318 145
Glasgow median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -5.88%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £65,000 £65,000 £57,000
Scotland median annual salary £45,000 £45,000 £45,000

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 20 July 2019.

Salary histogram for Microsoft Azure in Glasgow

For the 6 months to 20 July 2019, 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.

1 102 (38.64%) .NET
2 101 (38.26%) SQL
3 93 (35.23%) Agile Software Development
4 92 (34.85%) SQL Server
5 86 (32.58%) C#
6 80 (30.30%) Microsoft
7 78 (29.55%) Amazon AWS
8 72 (27.27%) JavaScript
9 67 (25.38%) MVC
10 55 (20.83%) ASP.NET
10 55 (20.83%) DevOps
11 49 (18.56%) AngularJS
12 46 (17.42%) Microservices
13 42 (15.91%) ASP.NET MVC
14 40 (15.15%) .NET Core
15 36 (13.64%) CSS
16 35 (13.26%) TDD
17 34 (12.88%) Problem-Solving
18 33 (12.50%) HTML
19 32 (12.12%) Java
19 32 (12.12%) Office 365
19 32 (12.12%) Greenfield Project
20 31 (11.74%) PowerShell
20 31 (11.74%) Python
20 31 (11.74%) SQL Server Integration Services
20 31 (11.74%) Scrum
21 30 (11.36%) Azure SQL Database
21 30 (11.36%) React
22 29 (10.98%) Software Engineering
23 28 (10.61%) 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 12 (4.55%) Apache Spark
2 11 (4.17%) SharePoint
3 8 (3.03%) Apache
4 6 (2.27%) IIS
4 6 (2.27%) Umbraco
5 5 (1.89%) Skype for Business
6 4 (1.52%) CMS
7 3 (1.14%) IBM Notes
7 3 (1.14%) Tomcat
8 2 (0.76%) Cloud Foundry
8 2 (0.76%) MS Exchange
9 1 (0.38%) EPiServer
9 1 (0.38%) Exchange Server 2003
9 1 (0.38%) Sitecore CMS
Business Applications
1 3 (1.14%) Oracle EBS
2 1 (0.38%) Dynamics CRM
2 1 (0.38%) Oracle Applications
2 1 (0.38%) SAP S/4HANA
Cloud Services
1 78 (29.55%) Amazon AWS
2 32 (12.12%) Office 365
3 20 (7.58%) PaaS
4 16 (6.06%) Cloud Computing
5 14 (5.30%) Google Cloud Platform
5 14 (5.30%) IaaS
5 14 (5.30%) SaaS
6 13 (4.92%) Power Platform
7 10 (3.79%) Serverless
8 6 (2.27%) Azure Active Directory
9 4 (1.52%) Azure Data Factory
10 3 (1.14%) OneDrive
11 2 (0.76%) AWS Lambda
11 2 (0.76%) Azure Stack
12 1 (0.38%) Amazon EMR
12 1 (0.38%) Amazon S3
12 1 (0.38%) Amazon SQS
12 1 (0.38%) Azure ExpressRoute
12 1 (0.38%) Dynamics 365
12 1 (0.38%) GitHub
Communications & Networking
1 15 (5.68%) Internet
2 11 (4.17%) Firewall
3 7 (2.65%) Skype
4 6 (2.27%) LAN
4 6 (2.27%) WAN
5 4 (1.52%) HTTP
5 4 (1.52%) Network Security
6 3 (1.14%) Cisco Firepower
6 3 (1.14%) Cisco Nexus
6 3 (1.14%) DNS
6 3 (1.14%) SAN
6 3 (1.14%) TCP/IP
7 2 (0.76%) AMQP
7 2 (0.76%) DHCP
7 2 (0.76%) Unified Communications
7 2 (0.76%) VPN
8 1 (0.38%) HTTPS
8 1 (0.38%) iSCSI
8 1 (0.38%) NAS
8 1 (0.38%) VoIP
Database & Business Intelligence
1 92 (34.85%) SQL Server
2 31 (11.74%) SQL Server Integration Services
3 30 (11.36%) Azure SQL Database
4 25 (9.47%) NoSQL
5 23 (8.71%) SQL Server Reporting Services
6 21 (7.95%) Data Warehouse
7 20 (7.58%) SQL Server Analysis Services
8 15 (5.68%) Big Data
9 14 (5.30%) Hadoop
9 14 (5.30%) MongoDB
10 13 (4.92%) Power BI
11 11 (4.17%) Data Lake
11 11 (4.17%) SQL Server 2017
12 7 (2.65%) PostgreSQL
12 7 (2.65%) Relational Database
13 6 (2.27%) Text Mining
14 5 (1.89%) Cosmos DB
14 5 (1.89%) SQL Server 2012
15 3 (1.14%) Neo4j
15 3 (1.14%) SQL Server 2016
Development Applications
1 27 (10.23%) Git (software)
2 17 (6.44%) TeamCity
3 16 (6.06%) Jenkins
4 10 (3.79%) Visual Studio
5 8 (3.03%) Team Foundation Server
6 7 (2.65%) Sonatype Nexus
7 6 (2.27%) NUnit
7 6 (2.27%) Selenium
8 5 (1.89%) Maven
9 4 (1.52%) Artifactory
9 4 (1.52%) JIRA
9 4 (1.52%) Moq
9 4 (1.52%) SpecFlow
10 3 (1.14%) Cucumber
10 3 (1.14%) GitLab
10 3 (1.14%) Oracle Forms
10 3 (1.14%) Subversion
10 3 (1.14%) Visual Studio Team System
11 2 (0.76%) Atlassian Bamboo
11 2 (0.76%) JMeter
General
1 23 (8.71%) Finance
2 9 (3.41%) Banking
3 4 (1.52%) Retail
4 3 (1.14%) Financial Institution
5 2 (0.76%) Legal
5 2 (0.76%) Manufacturing
6 1 (0.38%) Automotive
6 1 (0.38%) Electronics
6 1 (0.38%) Marketing
6 1 (0.38%) Telecoms
Job Titles
1 106 (40.15%) Developer
2 49 (18.56%) .NET Developer
3 27 (10.23%) Software Developer
4 21 (7.95%) Data Engineer
4 21 (7.95%) DevOps Engineer
5 18 (6.82%) Architect
5 18 (6.82%) C# Developer
6 14 (5.30%) Analyst
7 13 (4.92%) C# .NET Developer
7 13 (4.92%) Senior Developer
7 13 (4.92%) Team Leader
8 12 (4.55%) Java Developer
9 10 (3.79%) Cloud Engineer
9 10 (3.79%) Lead DevOps
10 9 (3.41%) DBA
10 9 (3.41%) Software Engineer
10 9 (3.41%) Support Analyst
11 8 (3.03%) SQL DBA
11 8 (3.03%) SQL Server DBA
12 7 (2.65%) Lead Developer
Libraries, Frameworks & Software Standards
1 102 (38.64%) .NET
2 55 (20.83%) ASP.NET
3 49 (18.56%) AngularJS
4 42 (15.91%) ASP.NET MVC
5 40 (15.15%) .NET Core
6 36 (13.64%) CSS
7 33 (12.50%) HTML
8 30 (11.36%) React
9 26 (9.85%) .NET Framework
10 24 (9.09%) Entity Framework
11 18 (6.82%) Node.js
11 18 (6.82%) Web Services
12 17 (6.44%) RESTful
13 13 (4.92%) ASP.NET Web API
14 12 (4.55%) Spring
15 10 (3.79%) React Native
16 9 (3.41%) jQuery
16 9 (3.41%) Natural Language Processing
16 9 (3.41%) Spring Boot
17 7 (2.65%) Middleware
Miscellaneous
1 32 (12.12%) Greenfield Project
2 19 (7.20%) Enterprise Software
3 15 (5.68%) Self-Motivation
4 13 (4.92%) Mobile App
5 12 (4.55%) Internet of Things
6 9 (3.41%) Clustering
7 8 (3.03%) Analytical Skills
8 7 (2.65%) Data Centre
9 4 (1.52%) Hybrid Cloud
9 4 (1.52%) Public Cloud
9 4 (1.52%) Renewable Energy
10 3 (1.14%) Private Cloud
10 3 (1.14%) User Experience
11 2 (0.76%) Cloud Native
11 2 (0.76%) Enterprise Storage
11 2 (0.76%) Replication
11 2 (0.76%) VxBlock/Vblock
12 1 (0.38%) Algorithms
12 1 (0.38%) SCADA
12 1 (0.38%) Wiki
Operating Systems
1 28 (10.61%) Linux
2 25 (9.47%) Windows
3 10 (3.79%) Windows Server
4 7 (2.65%) Unix
5 5 (1.89%) Windows Server 2008
5 5 (1.89%) Windows Server 2012
6 3 (1.14%) Android
6 3 (1.14%) CentOS
6 3 (1.14%) Red Hat Enterprise Linux
7 2 (0.76%) Apple iOS
7 2 (0.76%) Windows 10
8 1 (0.38%) Debian
8 1 (0.38%) SUSE Linux Enterprise Server
8 1 (0.38%) Ubuntu
Processes & Methodologies
1 93 (35.23%) Agile Software Development
2 67 (25.38%) MVC
3 55 (20.83%) DevOps
4 46 (17.42%) Microservices
5 35 (13.26%) TDD
6 34 (12.88%) Problem-Solving
7 31 (11.74%) Scrum
8 29 (10.98%) Software Engineering
9 26 (9.85%) Analytics
10 23 (8.71%) Business Intelligence
11 22 (8.33%) Continuous Integration
12 21 (7.95%) Performance Tuning
12 21 (7.95%) Test Automation
13 20 (7.58%) Mentoring
14 18 (6.82%) SDLC
15 17 (6.44%) Artificial Intelligence
15 17 (6.44%) Continuous Improvement
15 17 (6.44%) Data Science
15 17 (6.44%) Stakeholder Management
15 17 (6.44%) Waterfall
Programming Languages
1 101 (38.26%) SQL
2 86 (32.58%) C#
3 72 (27.27%) JavaScript
4 32 (12.12%) Java
5 31 (11.74%) PowerShell
5 31 (11.74%) Python
6 21 (7.95%) T-SQL
7 12 (4.55%) Ruby
8 10 (3.79%) Bash Shell
8 10 (3.79%) TypeScript
9 7 (2.65%) R
10 3 (1.14%) C
11 2 (0.76%) ES6
11 2 (0.76%) Go
11 2 (0.76%) Java 8
11 2 (0.76%) Scala
11 2 (0.76%) Shell Script
12 1 (0.38%) Perl
12 1 (0.38%) VB
12 1 (0.38%) VB6
Qualifications
1 22 (8.33%) Degree
2 16 (6.06%) Microsoft Certification
3 8 (3.03%) Cisco Certification
3 8 (3.03%) MCSE
4 6 (2.27%) CCNP
4 6 (2.27%) HND
4 6 (2.27%) MCTS
5 5 (1.89%) CCNA
5 5 (1.89%) ISTQB
5 5 (1.89%) MCSD
6 4 (1.52%) MCAD
7 3 (1.14%) Computer Science Degree
7 3 (1.14%) ISEB
7 3 (1.14%) MCSA
8 2 (0.76%) HNC
8 2 (0.76%) ISTQB Foundation Certification
8 2 (0.76%) MCDBA
8 2 (0.76%) MCITP
8 2 (0.76%) PhD
8 2 (0.76%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 12 (4.55%) QA
2 3 (1.14%) GDPR
3 2 (0.76%) ISO/IEC 27001
4 1 (0.38%) Data Quality
4 1 (0.38%) NIST
System Software
1 28 (10.61%) Docker
2 17 (6.44%) Active Directory
3 8 (3.03%) VMware Infrastructure
4 6 (2.27%) Hyper-V
5 3 (1.14%) Virtual Machines
6 1 (0.38%) Apache Flume
6 1 (0.38%) HDFS
6 1 (0.38%) KVM
6 1 (0.38%) VMware ESXi
6 1 (0.38%) vSphere
Systems Management
1 15 (5.68%) Kubernetes
2 14 (5.30%) Ansible
2 14 (5.30%) Opscode Chef
3 12 (4.55%) Puppet
4 11 (4.17%) Terraform
5 4 (1.52%) SCCM
5 4 (1.52%) ZABBIX
6 3 (1.14%) CASB
7 2 (0.76%) Docker Swarm
7 2 (0.76%) Microsoft Intune
7 2 (0.76%) Nagios
7 2 (0.76%) Packer
7 2 (0.76%) WSUS
8 1 (0.38%) Graphite
8 1 (0.38%) Hadoop YARN
8 1 (0.38%) HAProxy
8 1 (0.38%) HP Quality Center
8 1 (0.38%) Icinga
8 1 (0.38%) OSSEC
8 1 (0.38%) Salt
Vendors
1 80 (30.30%) Microsoft
2 18 (6.82%) Oracle
3 17 (6.44%) VMware
4 15 (5.68%) Cisco
5 9 (3.41%) Google
6 7 (2.65%) Databricks
7 6 (2.27%) Xamarin
8 5 (1.89%) NetApp
8 5 (1.89%) SAP
9 4 (1.52%) Citrix
9 4 (1.52%) CommVault
9 4 (1.52%) Dynatrace
9 4 (1.52%) Hortonworks
9 4 (1.52%) Splunk
9 4 (1.52%) Symantec
9 4 (1.52%) Veeam
10 3 (1.14%) Cloudera
10 3 (1.14%) Lotus
11 2 (0.76%) NEC
11 2 (0.76%) Red Hat