Period
to 13 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Azure skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Azure over the 6 months to 13 August 2020 with a comparison to the same period in the previous 2 years.

Microsoft Azure
Scotland > Glasgow
6 months to
13 Aug 2020
Same period 2019 Same period 2018
Rank 5 14 20
Rank change year-on-year +9 +6 +41
Permanent jobs citing Azure 159 251 248
As % of all permanent jobs advertised in Glasgow 18.82% 13.56% 10.77%
As % of the Cloud Services category 58.46% 52.07% 52.21%
Number of salaries quoted 119 210 163
Median annual salary £52,500 £45,000 £45,000
Median salary % change year-on-year +16.67% - -
10th Percentile £37,500 £31,250 £32,000
90th Percentile £67,750 £62,794 £65,000
Scotland median annual salary £52,250 £45,000 £47,500
% change year-on-year +16.11% -5.26% +5.56%

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 272 482 475
As % of all permanent IT jobs advertised in Glasgow 32.19% 26.04% 20.63%
Number of salaries quoted 191 350 300
Median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £31,250 £30,000 £31,125
90th Percentile £65,000 £65,000 £65,000
Scotland median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +5.56%

Azure
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Azure in Glasgow

Azure
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Azure in Glasgow.

Salary trend for Azure in Glasgow

Azure
Salary Histogram in Glasgow

Salary distribution for jobs citing Azure in Glasgow over the 6 months to 13 August 2020.

Salary histogram for Azure in Glasgow

For the 6 months to 13 August 2020, IT jobs citing 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 Azure.

1 71 (44.65%) Agile Software Development
2 64 (40.25%) SQL
3 59 (37.11%) AWS
4 56 (35.22%) Microsoft
5 53 (33.33%) DevOps
6 42 (26.42%) .NET
7 38 (23.90%) C#
8 36 (22.64%) AngularJS
9 35 (22.01%) JavaScript
10 30 (18.87%) Degree
11 28 (17.61%) SQL Server
12 27 (16.98%) Test Automation
13 26 (16.35%) Windows
14 25 (15.72%) ASP.NET
14 25 (15.72%) Office 365
15 24 (15.09%) Web Services
15 24 (15.09%) TDD
16 22 (13.84%) Selenium
16 22 (13.84%) GCP
16 22 (13.84%) .NET Core
17 21 (13.21%) React
17 21 (13.21%) Docker
17 21 (13.21%) CSS
17 21 (13.21%) HTML
17 21 (13.21%) Java
18 20 (12.58%) RESTful
18 20 (12.58%) Jenkins
19 19 (11.95%) Kubernetes
20 18 (11.32%) Mentoring
20 18 (11.32%) NoSQL

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 8 (5.03%) Tomcat
2 3 (1.89%) Umbraco
3 2 (1.26%) Apache
3 2 (1.26%) Elasticsearch
4 1 (0.63%) Apache Spark
4 1 (0.63%) CMS
4 1 (0.63%) Drupal
4 1 (0.63%) Red Hat Fuse
4 1 (0.63%) SharePoint
4 1 (0.63%) Sitecore CMS
4 1 (0.63%) Skype for Business
4 1 (0.63%) WordPress
Applications
1 7 (4.40%) Microsoft Office
2 4 (2.52%) Microsoft Excel
3 3 (1.89%) MS Visio
4 1 (0.63%) Chatbot
Business Applications
1 1 (0.63%) Dynamics CRM
1 1 (0.63%) Magento
1 1 (0.63%) Oracle EBS
Cloud Services
1 59 (37.11%) AWS
2 25 (15.72%) Office 365
3 22 (13.84%) GCP
4 15 (9.43%) SaaS
5 11 (6.92%) PaaS
6 9 (5.66%) IaaS
7 6 (3.77%) Power Platform
8 5 (3.14%) Azure Data Factory
8 5 (3.14%) Serverless
9 4 (2.52%) Azure Active Directory
9 4 (2.52%) Azure Functions
10 3 (1.89%) Amazon GuardDuty
11 2 (1.26%) Cloud Computing
11 2 (1.26%) Dynamics 365
11 2 (1.26%) GitHub
11 2 (1.26%) Logic Apps
12 1 (0.63%) OpenShift
Communications & Networking
1 10 (6.29%) Firewall
2 8 (5.03%) LAN
2 8 (5.03%) TCP/IP
2 8 (5.03%) WAN
3 5 (3.14%) Network Security
4 4 (2.52%) CTI
4 4 (2.52%) Software-Defined Networking
4 4 (2.52%) VPN
5 3 (1.89%) Internet
5 3 (1.89%) Intrusion Detection
5 3 (1.89%) SSH
5 3 (1.89%) SSL
6 1 (0.63%) DHCP
6 1 (0.63%) DNS
6 1 (0.63%) SAN
6 1 (0.63%) VLAN
6 1 (0.63%) Wireless
Database & Business Intelligence
1 28 (17.61%) SQL Server
2 18 (11.32%) NoSQL
3 13 (8.18%) SQL Server Integration Services
4 12 (7.55%) SQL Server Reporting Services
5 10 (6.29%) Azure SQL Database
6 8 (5.03%) Data Warehouse
7 6 (3.77%) Power BI
7 6 (3.77%) SQL Server Analysis Services
8 5 (3.14%) Big Data
8 5 (3.14%) Cosmos DB
9 4 (2.52%) Data Lake
9 4 (2.52%) SQL Server 2000
10 3 (1.89%) Azure SQL Data Warehouse
10 3 (1.89%) MongoDB
10 3 (1.89%) SQL Server 2016
11 2 (1.26%) BusinessObjects
11 2 (1.26%) Hadoop
11 2 (1.26%) PostgreSQL
12 1 (0.63%) MySQL
12 1 (0.63%) RDBMS
Development Applications
1 22 (13.84%) Selenium
2 20 (12.58%) Jenkins
3 10 (6.29%) Git (software)
4 8 (5.03%) Ant
4 8 (5.03%) JUnit
4 8 (5.03%) Maven
5 4 (2.52%) Cucumber
5 4 (2.52%) Gatling
5 4 (2.52%) Metasploit
5 4 (2.52%) Octopus Deploy
5 4 (2.52%) Visual Studio
5 4 (2.52%) WebScarab
6 3 (1.89%) Eclipse
6 3 (1.89%) GitLab
6 3 (1.89%) RubyMine
6 3 (1.89%) Subversion
6 3 (1.89%) TeamCity
7 2 (1.26%) Atlassian Bamboo
7 2 (1.26%) Sonatype Nexus
8 1 (0.63%) Postman
General
1 14 (8.81%) Finance
2 13 (8.18%) Law
3 12 (7.55%) Public Sector
4 7 (4.40%) Manufacturing
5 2 (1.26%) Billing
5 2 (1.26%) Retail
6 1 (0.63%) Publishing
6 1 (0.63%) Telecoms
Job Titles
1 57 (35.85%) Developer
2 23 (14.47%) Architect
3 21 (13.21%) Senior Developer
4 18 (11.32%) .NET Developer
4 18 (11.32%) DevOps Engineer
5 14 (8.81%) Software Developer
6 13 (8.18%) IT Support
7 12 (7.55%) 1st/2nd Line Support
7 12 (7.55%) Senior .NET Developer
8 11 (6.92%) Analyst
8 11 (6.92%) Cloud Engineer
8 11 (6.92%) Solutions Architect
9 10 (6.29%) Java Developer
10 9 (5.66%) 2nd/3rd Line Support
10 9 (5.66%) 2nd/3rd Line Support Engineer
10 9 (5.66%) 3rd Line Support
10 9 (5.66%) 3rd Line Support Engineer
10 9 (5.66%) IT Engineer
10 9 (5.66%) IT Support Engineer
10 9 (5.66%) Support Engineer
Libraries, Frameworks & Software Standards
1 42 (26.42%) .NET
2 36 (22.64%) AngularJS
3 25 (15.72%) ASP.NET
4 24 (15.09%) Web Services
5 22 (13.84%) .NET Core
6 21 (13.21%) CSS
6 21 (13.21%) HTML
6 21 (13.21%) React
7 20 (12.58%) RESTful
8 15 (9.43%) ASP.NET MVC
9 13 (8.18%) HTML5
10 12 (7.55%) ASP.NET Web API
11 11 (6.92%) .NET Framework
11 11 (6.92%) JSON
12 9 (5.66%) Spring
13 8 (5.03%) Hibernate
14 7 (4.40%) ASP.NET Core
15 5 (3.14%) Node.js
15 5 (3.14%) Vue.js
16 4 (2.52%) OpenID
Miscellaneous
1 15 (9.43%) Mobile App
2 13 (8.18%) Greenfield Project
3 12 (7.55%) Public Cloud
4 7 (4.40%) Cloud Native
5 6 (3.77%) Data Centre
5 6 (3.77%) Hybrid Cloud
6 3 (1.89%) Cyber Defence
6 3 (1.89%) Data Structures
6 3 (1.89%) Distributed Denial-of-Service
6 3 (1.89%) Enterprise Software
6 3 (1.89%) Replication
7 1 (0.63%) Analytical Skills
7 1 (0.63%) LIMS
7 1 (0.63%) Linux Command Line
7 1 (0.63%) Taxonomies
7 1 (0.63%) User Experience
Operating Systems
1 26 (16.35%) Windows
2 18 (11.32%) Linux
3 13 (8.18%) Windows Server
4 8 (5.03%) Windows Server 2012
4 8 (5.03%) Windows Server 2016
5 7 (4.40%) Apple iOS
6 6 (3.77%) Unix
7 2 (1.26%) CentOS
7 2 (1.26%) Red Hat Enterprise Linux
8 1 (0.63%) Android
8 1 (0.63%) Solaris
8 1 (0.63%) Windows 10
8 1 (0.63%) Windows 7
Processes & Methodologies
1 71 (44.65%) Agile Software Development
2 53 (33.33%) DevOps
3 27 (16.98%) Test Automation
4 24 (15.09%) TDD
5 18 (11.32%) Mentoring
5 18 (11.32%) MVC
5 18 (11.32%) Web Development
6 17 (10.69%) Mobile Development
7 16 (10.06%) Business Intelligence
8 14 (8.81%) Microservices
9 13 (8.18%) Software Engineering
10 12 (7.55%) Analytics
11 11 (6.92%) Scrum
12 9 (5.66%) Continuous Integration
12 9 (5.66%) Cybersecurity
12 9 (5.66%) IT Strategy
13 7 (4.40%) iOS Development
13 7 (4.40%) Performance Tuning
13 7 (4.40%) Problem-Solving
13 7 (4.40%) Technical Leadership
Programming Languages
1 64 (40.25%) SQL
2 38 (23.90%) C#
3 35 (22.01%) JavaScript
4 21 (13.21%) Java
5 13 (8.18%) Python
6 9 (5.66%) T-SQL
7 7 (4.40%) Apple Swift
7 7 (4.40%) PowerShell
8 6 (3.77%) Ruby
8 6 (3.77%) TypeScript
9 5 (3.14%) F#
9 5 (3.14%) Scala
10 4 (2.52%) R
11 3 (1.89%) Bash Shell
12 2 (1.26%) Data Analysis Expressions (DAX)
12 2 (1.26%) Perl
13 1 (0.63%) C++
13 1 (0.63%) PHP
13 1 (0.63%) PL/SQL
13 1 (0.63%) VB
Qualifications
1 30 (18.87%) Degree
2 6 (3.77%) AWS Certification
2 6 (3.77%) Microsoft Certification
3 5 (3.14%) CISSP
4 4 (2.52%) CCNA
4 4 (2.52%) CCNP
4 4 (2.52%) Cisco Certification
4 4 (2.52%) MCSE
4 4 (2.52%) SC Cleared
4 4 (2.52%) Security Cleared
5 3 (1.89%) DV Cleared
5 3 (1.89%) GCIH
6 2 (1.26%) CISA
6 2 (1.26%) CISM
6 2 (1.26%) MCDBA
6 2 (1.26%) MCITP
6 2 (1.26%) MCTS
7 1 (0.63%) TOGAF Certification
Quality Assurance & Compliance
1 13 (8.18%) QA
2 5 (3.14%) NCSC
3 3 (1.89%) NIST
4 2 (1.26%) GDPR
4 2 (1.26%) ISO/IEC 27001
4 2 (1.26%) PCI DSS
5 1 (0.63%) Cyber Essentials
5 1 (0.63%) Data Quality
System Software
1 21 (13.21%) Docker
2 8 (5.03%) Active Directory
3 7 (4.40%) VMware Infrastructure
4 2 (1.26%) Virtual Machines
5 1 (0.63%) Hyper-V
5 1 (0.63%) Microsoft App-V
5 1 (0.63%) VMware ESXi
Systems Management
1 19 (11.95%) Kubernetes
2 7 (4.40%) Nessus
3 6 (3.77%) Terraform
4 5 (3.14%) Ansible
4 5 (3.14%) Puppet
5 4 (2.52%) Core Impact
5 4 (2.52%) Nexpose
6 3 (1.89%) McAfee ePO
6 3 (1.89%) Opscode Chef
7 2 (1.26%) Consul
7 2 (1.26%) Docker Swarm
7 2 (1.26%) Grafana
7 2 (1.26%) Graphite
7 2 (1.26%) Packer
7 2 (1.26%) Prometheus
7 2 (1.26%) SCCM
8 1 (0.63%) Host Intrusion Detection System
8 1 (0.63%) Single Sign-On
8 1 (0.63%) Systems Management Server (SMS)
8 1 (0.63%) WSUS
Vendors
1 56 (35.22%) Microsoft
2 18 (11.32%) Google
3 13 (8.18%) IBM
4 12 (7.55%) Cisco
5 8 (5.03%) VMware
6 7 (4.40%) Oracle
7 5 (3.14%) Palo Alto
8 4 (2.52%) Sophos
9 3 (1.89%) Fortinet
9 3 (1.89%) McAfee
9 3 (1.89%) Rapid7
9 3 (1.89%) Splunk
9 3 (1.89%) Symantec
10 2 (1.26%) Citrix
10 2 (1.26%) Databricks
10 2 (1.26%) EMC
10 2 (1.26%) MicroStrategy
11 1 (0.63%) Dell
11 1 (0.63%) HP
11 1 (0.63%) SAP