Period
to 29 May 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 29 May 2020 with a comparison to the same period in the previous 2 years.

Microsoft Azure
Scotland > Glasgow
6 months to
29 May 2020
Same period 2019 Same period 2018
Rank 11 14 32
Rank change year-on-year +3 +18 +22
Permanent jobs citing Azure 182 230 207
As % of all permanent jobs advertised in Glasgow 16.25% 12.17% 8.48%
As % of the Cloud Services category 54.98% 47.33% 43.58%
Number of salaries quoted 132 173 143
Median annual salary £50,000 £45,500 £40,000
Median salary % change year-on-year +9.89% +13.75% -11.11%
10th Percentile £35,125 £31,850 £32,000
90th Percentile £64,875 £67,500 £65,000
Scotland median annual salary £50,000 £45,500 £45,000
% change year-on-year +9.89% +1.11% -

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 331 486 475
As % of all permanent IT jobs advertised in Glasgow 29.55% 25.71% 19.46%
Number of salaries quoted 244 333 304
Median annual salary £47,250 £45,000 £42,500
Median salary % change year-on-year +5.00% +5.88% -
10th Percentile £29,750 £30,850 £29,825
90th Percentile £65,000 £67,362 £65,350
Scotland median annual salary £48,250 £45,000 £45,000
% change year-on-year +7.22% - -

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 29 May 2020.

Salary histogram for Azure in Glasgow

For the 6 months to 29 May 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 88 (48.35%) Agile Software Development
2 83 (45.60%) SQL
3 68 (37.36%) Microsoft
4 62 (34.07%) AWS
4 62 (34.07%) AngularJS
5 61 (33.52%) C#
5 61 (33.52%) .NET
6 55 (30.22%) DevOps
7 51 (28.02%) JavaScript
8 43 (23.63%) ASP.NET
9 40 (21.98%) SQL Server
10 39 (21.43%) MVC
11 38 (20.88%) HTML
11 38 (20.88%) CSS
11 38 (20.88%) .NET Core
12 33 (18.13%) Degree
13 31 (17.03%) React
14 30 (16.48%) Windows
15 29 (15.93%) ASP.NET MVC
16 28 (15.38%) Test Automation
16 28 (15.38%) Docker
16 28 (15.38%) TDD
17 27 (14.84%) Office 365
18 26 (14.29%) Greenfield Project
19 24 (13.19%) .NET Framework
19 24 (13.19%) Selenium
20 23 (12.64%) Web Services
20 23 (12.64%) Kubernetes
20 23 (12.64%) NoSQL
21 22 (12.09%) HTML5

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 11 (6.04%) Tomcat
2 7 (3.85%) Umbraco
3 3 (1.65%) Red Hat Fuse
3 3 (1.65%) SharePoint
3 3 (1.65%) Skype for Business
4 2 (1.10%) Apache
4 2 (1.10%) CMS
4 2 (1.10%) Drupal
4 2 (1.10%) Elasticsearch
5 1 (0.55%) Apache Spark
5 1 (0.55%) BizTalk Server
5 1 (0.55%) IBM Domino
5 1 (0.55%) Sitecore CMS
5 1 (0.55%) WordPress
Applications
1 7 (3.85%) Microsoft Office
2 4 (2.20%) Chatbot
2 4 (2.20%) Microsoft Excel
3 3 (1.65%) MS Visio
Business Applications
1 1 (0.55%) Dynamics CRM
1 1 (0.55%) Magento
1 1 (0.55%) Oracle EBS
Cloud Services
1 62 (34.07%) AWS
2 27 (14.84%) Office 365
3 17 (9.34%) GCP
4 10 (5.49%) IaaS
5 9 (4.95%) PaaS
6 7 (3.85%) SaaS
7 6 (3.30%) Azure Active Directory
8 5 (2.75%) Azure Data Factory
8 5 (2.75%) GitHub
8 5 (2.75%) Serverless
9 4 (2.20%) Azure Functions
9 4 (2.20%) Power Platform
10 3 (1.65%) Amazon GuardDuty
10 3 (1.65%) Dynamics 365
10 3 (1.65%) OpenShift
10 3 (1.65%) Slack
11 2 (1.10%) Cloud Computing
11 2 (1.10%) Logic Apps
Communications & Networking
1 13 (7.14%) Firewall
2 9 (4.95%) WAN
3 7 (3.85%) VPN
4 6 (3.30%) LAN
4 6 (3.30%) TCP/IP
5 5 (2.75%) Network Security
5 5 (2.75%) SAN
6 3 (1.65%) Internet
6 3 (1.65%) Intrusion Detection
6 3 (1.65%) Software-Defined Networking
6 3 (1.65%) SSH
6 3 (1.65%) SSL
7 2 (1.10%) CTI
7 2 (1.10%) Skype
8 1 (0.55%) BGP
8 1 (0.55%) DNS
8 1 (0.55%) EIGRP
8 1 (0.55%) OSPF
8 1 (0.55%) Wi-Fi
8 1 (0.55%) Wireless
Database & Business Intelligence
1 40 (21.98%) SQL Server
2 23 (12.64%) NoSQL
3 11 (6.04%) SQL Server Integration Services
4 10 (5.49%) SQL Server Reporting Services
5 9 (4.95%) Azure SQL Database
6 7 (3.85%) Cosmos DB
7 6 (3.30%) Data Warehouse
7 6 (3.30%) PostgreSQL
8 4 (2.20%) Big Data
8 4 (2.20%) Data Lake
8 4 (2.20%) MongoDB
8 4 (2.20%) Power BI
9 3 (1.65%) Azure SQL Data Warehouse
9 3 (1.65%) SQL Server Analysis Services
10 2 (1.10%) Hadoop
10 2 (1.10%) SQL Server 2000
11 1 (0.55%) Amazon RDS
11 1 (0.55%) MySQL
11 1 (0.55%) OLAP
11 1 (0.55%) SQL Server 2016
Development Applications
1 24 (13.19%) Selenium
2 19 (10.44%) Jenkins
3 13 (7.14%) Git (software)
4 11 (6.04%) Ant
4 11 (6.04%) JUnit
4 11 (6.04%) Maven
5 7 (3.85%) Visual Studio
6 4 (2.20%) Octopus Deploy
6 4 (2.20%) Subversion
7 3 (1.65%) Eclipse
7 3 (1.65%) GitLab
7 3 (1.65%) RubyMine
7 3 (1.65%) TeamCity
8 2 (1.10%) Atlassian Bamboo
8 2 (1.10%) Metasploit
8 2 (1.10%) WebScarab
9 1 (0.55%) SoapUI
9 1 (0.55%) SpecFlow
9 1 (0.55%) SQL Server Management Studio (SSMS)
9 1 (0.55%) Team Foundation Server
General
1 16 (8.79%) Finance
2 15 (8.24%) Public Sector
3 11 (6.04%) Law
4 7 (3.85%) Manufacturing
5 2 (1.10%) Billing
5 2 (1.10%) Retail
6 1 (0.55%) Publishing
6 1 (0.55%) Telecoms
Job Titles
1 80 (43.96%) Developer
2 31 (17.03%) .NET Developer
2 31 (17.03%) Senior Developer
3 27 (14.84%) Software Developer
4 22 (12.09%) Architect
5 20 (10.99%) Senior .NET Developer
6 18 (9.89%) DevOps Engineer
7 13 (7.14%) Java Developer
8 12 (6.59%) Cloud Engineer
8 12 (6.59%) IT Engineer
9 11 (6.04%) Analyst
9 11 (6.04%) IT Support
10 10 (5.49%) 1st/2nd Line Support
10 10 (5.49%) Technical Architect
11 9 (4.95%) 1st/2nd Line Support Engineer
11 9 (4.95%) 2nd/3rd Line Support
11 9 (4.95%) 2nd/3rd Line Support Engineer
11 9 (4.95%) 3rd Line Engineer
11 9 (4.95%) 3rd Line Support Engineer
11 9 (4.95%) Solutions Architect
Libraries, Frameworks & Software Standards
1 62 (34.07%) AngularJS
2 61 (33.52%) .NET
3 43 (23.63%) ASP.NET
4 38 (20.88%) .NET Core
4 38 (20.88%) CSS
4 38 (20.88%) HTML
5 31 (17.03%) React
6 29 (15.93%) ASP.NET MVC
7 24 (13.19%) .NET Framework
8 23 (12.64%) Web Services
9 22 (12.09%) HTML5
10 21 (11.54%) ASP.NET Web API
11 19 (10.44%) RESTful
12 12 (6.59%) Vue.js
13 11 (6.04%) Hibernate
13 11 (6.04%) Spring
14 9 (4.95%) Entity Framework
15 8 (4.40%) JSON
16 7 (3.85%) jQuery
16 7 (3.85%) Node.js
Miscellaneous
1 26 (14.29%) Greenfield Project
2 9 (4.95%) Enterprise Software
3 7 (3.85%) Public Cloud
4 6 (3.30%) Data Structures
5 5 (2.75%) Cloud Native
5 5 (2.75%) Mobile App
6 4 (2.20%) Hybrid Cloud
7 3 (1.65%) Analytical Skills
7 3 (1.65%) Cyber Defence
7 3 (1.65%) Data Centre
7 3 (1.65%) Distributed Denial-of-Service
8 2 (1.10%) PKI
9 1 (0.55%) Analytical Mindset
9 1 (0.55%) FlexPod
9 1 (0.55%) Linux Command Line
9 1 (0.55%) Replication
9 1 (0.55%) Taxonomies
9 1 (0.55%) User Experience
Operating Systems
1 30 (16.48%) Windows
2 19 (10.44%) Linux
3 17 (9.34%) Windows Server
4 11 (6.04%) Windows Server 2012
4 11 (6.04%) Windows Server 2016
5 6 (3.30%) Unix
6 3 (1.65%) Apple iOS
7 2 (1.10%) CentOS
7 2 (1.10%) Red Hat Enterprise Linux
8 1 (0.55%) Android
8 1 (0.55%) Solaris
8 1 (0.55%) Windows 10
8 1 (0.55%) Windows 7
Processes & Methodologies
1 88 (48.35%) Agile Software Development
2 55 (30.22%) DevOps
3 39 (21.43%) MVC
4 28 (15.38%) TDD
4 28 (15.38%) Test Automation
5 19 (10.44%) Web Development
6 18 (9.89%) Business Intelligence
6 18 (9.89%) Software Engineering
7 17 (9.34%) Microservices
7 17 (9.34%) Mobile Development
8 14 (7.69%) Analytics
8 14 (7.69%) IT Strategy
9 11 (6.04%) Mentoring
10 10 (5.49%) Continuous Integration
10 10 (5.49%) ITIL
10 10 (5.49%) Project Delivery
11 9 (4.95%) ERP
12 8 (4.40%) Problem-Solving
12 8 (4.40%) Scrum
12 8 (4.40%) SDLC
Programming Languages
1 83 (45.60%) SQL
2 61 (33.52%) C#
3 51 (28.02%) JavaScript
4 22 (12.09%) Java
5 17 (9.34%) Python
6 15 (8.24%) T-SQL
7 13 (7.14%) PowerShell
8 6 (3.30%) Ruby
8 6 (3.30%) TypeScript
9 4 (2.20%) Bash Shell
10 3 (1.65%) Apple Swift
11 2 (1.10%) C++
11 2 (1.10%) F#
11 2 (1.10%) Perl
11 2 (1.10%) PHP
11 2 (1.10%) VB
12 1 (0.55%) Embedded C++
12 1 (0.55%) Scala
12 1 (0.55%) Shell Script
12 1 (0.55%) VB6
Qualifications
1 33 (18.13%) Degree
2 5 (2.75%) CISSP
3 4 (2.20%) AWS Certification
4 3 (1.65%) DV Cleared
4 3 (1.65%) GCIH
4 3 (1.65%) SC Cleared
4 3 (1.65%) Security Cleared
5 2 (1.10%) CCNA
5 2 (1.10%) CCNP
5 2 (1.10%) CISA
5 2 (1.10%) Cisco Certification
5 2 (1.10%) CISM
5 2 (1.10%) MCSE
5 2 (1.10%) Microsoft Certification
6 1 (0.55%) Computer Science Degree
6 1 (0.55%) MBA
6 1 (0.55%) TOGAF Certification
Quality Assurance & Compliance
1 12 (6.59%) QA
2 5 (2.75%) NCSC
3 4 (2.20%) ISO/IEC 27001
4 3 (1.65%) NIST
5 2 (1.10%) GDPR
5 2 (1.10%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 2 (1.10%) PCI DSS
6 1 (0.55%) Cyber Essentials
System Software
1 28 (15.38%) Docker
2 15 (8.24%) Active Directory
3 12 (6.59%) VMware Infrastructure
4 7 (3.85%) Hyper-V
5 2 (1.10%) Virtual Machines
6 1 (0.55%) Microsoft App-V
6 1 (0.55%) VMware ESXi
6 1 (0.55%) vSphere
Systems Management
1 23 (12.64%) Kubernetes
2 9 (4.95%) Terraform
3 6 (3.30%) Puppet
3 6 (3.30%) SCCM
4 5 (2.75%) Ansible
4 5 (2.75%) Nessus
5 4 (2.20%) Opscode Chef
6 3 (1.65%) McAfee ePO
7 2 (1.10%) Consul
7 2 (1.10%) Core Impact
7 2 (1.10%) Docker Swarm
7 2 (1.10%) FortiGate
7 2 (1.10%) Grafana
7 2 (1.10%) Graphite
7 2 (1.10%) Nexpose
7 2 (1.10%) Packer
7 2 (1.10%) Prometheus
8 1 (0.55%) Host Intrusion Detection System
8 1 (0.55%) Malwarebytes
8 1 (0.55%) Network Intrusion Detection System
Vendors
1 68 (37.36%) Microsoft
2 16 (8.79%) VMware
3 13 (7.14%) Google
4 12 (6.59%) IBM
5 11 (6.04%) Cisco
6 8 (4.40%) Citrix
7 7 (3.85%) Oracle
8 5 (2.75%) Palo Alto
9 4 (2.20%) Sophos
10 3 (1.65%) Fortinet
10 3 (1.65%) McAfee
10 3 (1.65%) Rapid7
10 3 (1.65%) Red Hat
10 3 (1.65%) Splunk
10 3 (1.65%) Symantec
10 3 (1.65%) Veeam
11 2 (1.10%) Databricks
11 2 (1.10%) EMC
11 2 (1.10%) MicroStrategy
11 2 (1.10%) Sitecore