Period
to

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 23 May 2022 with a comparison to the same period in the previous 2 years.

Microsoft Azure
Scotland > Glasgow
6 months to
23 May 2022
Same period 2021 Same period 2020
Rank 4 4 12
Rank change year-on-year 0 +8 +3
Permanent jobs citing Azure 403 249 191
As % of all permanent jobs advertised in Glasgow 25.41% 19.30% 16.24%
As % of the Cloud Services category 59.35% 56.85% 54.57%
Number of salaries quoted 221 202 132
10th Percentile £33,500 £31,500 £35,000
25th Percentile £38,750 £37,500 £38,750
Median annual salary (50th Percentile) £52,500 £47,500 £49,750
Median % change year-on-year +10.53% -4.52% +9.34%
75th Percentile £67,500 £63,438 £57,500
90th Percentile £77,500 £72,500 £63,500
Scotland median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +9.89%

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 679 438 350
As % of all permanent IT jobs advertised in Glasgow 42.81% 33.95% 29.76%
Number of salaries quoted 397 351 260
10th Percentile £27,000 £31,250 £29,750
25th Percentile £36,250 £37,500 £37,250
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £66,250 £58,625 £56,250
90th Percentile £77,500 £71,250 £65,000
Scotland median annual salary £55,000 £47,500 £48,000
% change year-on-year +15.79% -1.04% +6.67%

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 23 May 2022.

Salary histogram for Azure in Glasgow

For the 6 months to 23 May 2022, 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.

1 194 (48.14%) Microsoft
2 169 (41.94%) Agile
3 149 (36.97%) Social Skills
4 146 (36.23%) .NET
5 137 (34.00%) AWS
6 130 (32.26%) SQL
7 112 (27.79%) DevOps
8 111 (27.54%) C#
9 103 (25.56%) SQL Server
10 97 (24.07%) Finance
11 89 (22.08%) Power Platform
12 80 (19.85%) Microsoft 365
13 79 (19.60%) JavaScript
14 77 (19.11%) CI/CD
15 66 (16.38%) React
16 64 (15.88%) GCP
17 62 (15.38%) PowerShell
18 61 (15.14%) Software Engineering
18 61 (15.14%) Problem-Solving
19 57 (14.14%) MVC
19 57 (14.14%) Analytics
20 56 (13.90%) Architectural Design
21 54 (13.40%) .NET Framework
22 52 (12.90%) ASP.NET
22 52 (12.90%) Business Intelligence
23 51 (12.66%) HTML
23 51 (12.66%) Docker
24 49 (12.16%) Java
24 49 (12.16%) Windows
25 48 (11.91%) Visualisation

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 39 (9.68%) SharePoint
2 24 (5.96%) SharePoint 2013
3 21 (5.21%) Elasticsearch
4 16 (3.97%) Apache Spark
4 16 (3.97%) Confluence
5 6 (1.49%) IIS
5 6 (1.49%) MS Exchange
6 5 (1.24%) Apache Airflow
6 5 (1.24%) CMS
6 5 (1.24%) Luigi
6 5 (1.24%) Umbraco
7 1 (0.25%) IBM Domino
Applications
1 5 (1.24%) Microsoft Office
2 2 (0.50%) MS Visio
3 1 (0.25%) Microsoft Excel
3 1 (0.25%) Microsoft Project
Business Applications
1 22 (5.46%) Dynamics CRM
2 12 (2.98%) Sentinel
3 2 (0.50%) Unit4 Business World
4 1 (0.25%) Oracle ERP
Cloud Services
1 137 (34.00%) AWS
2 89 (22.08%) Power Platform
3 80 (19.85%) Microsoft 365
4 64 (15.88%) GCP
5 43 (10.67%) SaaS
6 37 (9.18%) Serverless
7 34 (8.44%) Azure Service Bus
8 33 (8.19%) Azure Functions
8 33 (8.19%) Dynamics 365
9 25 (6.20%) Azure Logic Apps
10 24 (5.96%) Azure Active Directory
10 24 (5.96%) OneDrive
10 24 (5.96%) Yammer
11 22 (5.46%) Cloud Computing
12 20 (4.96%) Azure Data Factory
13 16 (3.97%) Azure Sentinel
14 11 (2.73%) Azure Synapse Analytics
15 10 (2.48%) PaaS
16 9 (2.23%) IaaS
16 9 (2.23%) npm
Communications & Networking
1 20 (4.96%) Firewall
2 10 (2.48%) SAN
3 8 (1.99%) DHCP
3 8 (1.99%) DNS
4 6 (1.49%) Kerberos
4 6 (1.49%) SSL
4 6 (1.49%) VPN
5 5 (1.24%) HTTP
5 5 (1.24%) Network Security
5 5 (1.24%) WAN
6 4 (0.99%) LAN
6 4 (0.99%) TCP/IP
7 2 (0.50%) Fibre Channel
7 2 (0.50%) Internet
7 2 (0.50%) iSCSI
7 2 (0.50%) VoIP
7 2 (0.50%) Wi-Fi
8 1 (0.25%) Cisco Nexus
8 1 (0.25%) F5 BIG-IP GTM
8 1 (0.25%) F5 BIG-IP LTM
Database & Business Intelligence
1 103 (25.56%) SQL Server
2 47 (11.66%) Relational Database
3 40 (9.93%) Power BI
4 27 (6.70%) Data Warehouse
5 25 (6.20%) Data Lake
6 20 (4.96%) Azure SQL Database
6 20 (4.96%) Big Data
7 16 (3.97%) NoSQL
7 16 (3.97%) SQL Server Integration Services
8 15 (3.72%) MongoDB
9 12 (2.98%) MySQL
9 12 (2.98%) Redis
10 11 (2.73%) Azure SQL Data Warehouse
11 7 (1.74%) Amazon RDS
11 7 (1.74%) Tableau
12 6 (1.49%) SQL Server Reporting Services
13 5 (1.24%) Data Mining
13 5 (1.24%) SQL Server Analysis Services
14 4 (0.99%) PostgreSQL
14 4 (0.99%) Qlik Sense
Development Applications
1 33 (8.19%) Git (software)
2 29 (7.20%) Jenkins
3 27 (6.70%) JIRA
4 21 (5.21%) Postman
5 9 (2.23%) Grunt
5 9 (2.23%) webpack
6 8 (1.99%) ER Studio
6 8 (1.99%) ERwin
7 7 (1.74%) Atlassian Bamboo
7 7 (1.74%) SQL Server Management Studio (SSMS)
8 6 (1.49%) Protractor
8 6 (1.49%) Selenium
8 6 (1.49%) SpecFlow
9 4 (0.99%) MSBuild
9 4 (0.99%) Octopus Deploy
10 3 (0.74%) Bitbucket
10 3 (0.74%) TeamCity
11 2 (0.50%) JUnit
11 2 (0.50%) Team Foundation Server
11 2 (0.50%) Visual Studio
General
1 149 (36.97%) Social Skills
2 97 (24.07%) Finance
3 18 (4.47%) Public Sector
4 17 (4.22%) Retail
5 15 (3.72%) Analytical Skills
6 13 (3.23%) Inclusion and Diversity
7 12 (2.98%) Banking
8 11 (2.73%) Police
9 10 (2.48%) Presentation Skills
9 10 (2.48%) Publishing
10 8 (1.99%) Law
11 7 (1.74%) Manufacturing
11 7 (1.74%) Marketing
12 6 (1.49%) Documentation Skills
13 5 (1.24%) Advertising
13 5 (1.24%) Organisational Skills
14 3 (0.74%) Games
14 3 (0.74%) Legal
15 2 (0.50%) Back Office
15 2 (0.50%) Investment Banking
Job Titles
1 152 (37.72%) Developer
2 56 (13.90%) .NET Developer
3 50 (12.41%) Senior Developer
4 40 (9.93%) C# .NET Developer
4 40 (9.93%) C# Developer
5 36 (8.93%) Software Engineer
6 26 (6.45%) Analyst
6 26 (6.45%) Data Engineer
7 24 (5.96%) SaaS Developer
7 24 (5.96%) Senior SharePoint Developer
7 24 (5.96%) SharePoint Developer
7 24 (5.96%) WinForms Developer
8 22 (5.46%) Site Manager
8 22 (5.46%) Site Reliability Manager
9 20 (4.96%) Architect
10 16 (3.97%) Software Developer
11 15 (3.72%) Lead Software Engineer
12 13 (3.23%) Java Developer
12 13 (3.23%) Junior
13 12 (2.98%) Consultant
Libraries, Frameworks & Software Standards
1 146 (36.23%) .NET
2 66 (16.38%) React
3 54 (13.40%) .NET Framework
4 52 (12.90%) ASP.NET
5 51 (12.66%) HTML
6 30 (7.44%) ASP.NET MVC
6 30 (7.44%) Entity Framework
7 27 (6.70%) CSS
8 26 (6.45%) AngularJS
9 24 (5.96%) ASP.NET Web API
9 24 (5.96%) WinForms
9 24 (5.96%) XML
10 23 (5.71%) Redux
11 21 (5.21%) Spring
12 20 (4.96%) .NET Core
13 17 (4.22%) REST
14 16 (3.97%) COM
14 16 (3.97%) SAML
15 15 (3.72%) HTML5
16 12 (2.98%) Node.js
Miscellaneous
1 18 (4.47%) Cloud Native
2 15 (3.72%) Management Information System
3 14 (3.47%) Algorithms
3 14 (3.47%) Public Cloud
4 12 (2.98%) IoT
5 11 (2.73%) PKI
6 10 (2.48%) Data Centre
6 10 (2.48%) Self-Motivation
7 9 (2.23%) User Experience
8 7 (1.74%) Data Structures
9 6 (1.49%) Driving Licence
9 6 (1.49%) Enterprise Software
9 6 (1.49%) Hybrid Cloud
10 4 (0.99%) Greenfield Project
11 3 (0.74%) Data Protection Act
11 3 (0.74%) Legacy Systems
11 3 (0.74%) Virtual Team
12 2 (0.50%) Cyber Defence
12 2 (0.50%) Hedge funds
12 2 (0.50%) Mobile App
Operating Systems
1 49 (12.16%) Windows
2 29 (7.20%) Windows Server
3 28 (6.95%) Linux
4 10 (2.48%) Unix
5 8 (1.99%) Windows Server 2012
6 7 (1.74%) Android
6 7 (1.74%) Apple iOS
7 5 (1.24%) Windows Server 2019
8 4 (0.99%) Windows Server 2003
8 4 (0.99%) Windows Server 2016
9 2 (0.50%) HPUX
9 2 (0.50%) Windows 10
10 1 (0.25%) Windows 7
10 1 (0.25%) Windows 8
Processes & Methodologies
1 169 (41.94%) Agile
2 112 (27.79%) DevOps
3 77 (19.11%) CI/CD
4 61 (15.14%) Problem-Solving
4 61 (15.14%) Software Engineering
5 57 (14.14%) Analytics
5 57 (14.14%) MVC
6 56 (13.90%) Architectural Design
7 52 (12.90%) Business Intelligence
8 48 (11.91%) Visualisation
9 46 (11.41%) Scrum
10 43 (10.67%) ETL
10 43 (10.67%) SDLC
11 42 (10.42%) Cybersecurity
11 42 (10.42%) Data Analytics
12 41 (10.17%) Mentoring
12 41 (10.17%) Test Automation
13 37 (9.18%) Coaching
14 36 (8.93%) Data Pipeline
14 36 (8.93%) Migration
Programming Languages
1 130 (32.26%) SQL
2 111 (27.54%) C#
3 79 (19.60%) JavaScript
4 62 (15.38%) PowerShell
5 49 (12.16%) Java
6 46 (11.41%) Python
7 42 (10.42%) TypeScript
8 23 (5.71%) T-SQL
9 14 (3.47%) R
10 8 (1.99%) Go
11 7 (1.74%) Scala
12 6 (1.49%) Ruby
13 5 (1.24%) Bash
13 5 (1.24%) PHP
14 4 (0.99%) C++
15 3 (0.74%) Perl
16 2 (0.50%) C
16 2 (0.50%) Shell Script
17 1 (0.25%) ES6
17 1 (0.25%) VB.NET
Qualifications
1 40 (9.93%) Security Cleared
2 32 (7.94%) SC Cleared
3 22 (5.46%) Degree
4 7 (1.74%) AWS Certification
5 6 (1.49%) Cisco Certification
5 6 (1.49%) ISTQB
5 6 (1.49%) ISTQB Foundation Certification
6 5 (1.24%) BPSS Clearance
6 5 (1.24%) CEH
6 5 (1.24%) Computer Science Degree
6 5 (1.24%) DV Cleared
7 4 (0.99%) CCNA
8 3 (0.74%) CISSP
8 3 (0.74%) Master's Degree
9 2 (0.50%) CISA
9 2 (0.50%) CISM
9 2 (0.50%) HNC
9 2 (0.50%) ITIL Certification
10 1 (0.25%) GCIH
10 1 (0.25%) Microsoft Certification
Quality Assurance & Compliance
1 21 (5.21%) QA
2 18 (4.47%) ISO/IEC 27001
3 15 (3.72%) GDPR
4 8 (1.99%) Cyber Essentials
5 7 (1.74%) NCSC
6 6 (1.49%) Data Quality
6 6 (1.49%) PCI DSS
7 5 (1.24%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 5 (1.24%) RMADS
7 5 (1.24%) SLA
8 4 (0.99%) Accessibility
9 3 (0.74%) NIST
10 2 (0.50%) ISO 22301
System Software
1 51 (12.66%) Docker
2 45 (11.17%) Active Directory
3 11 (2.73%) Hyper-V
4 10 (2.48%) VMware Infrastructure
5 5 (1.24%) vSphere
6 2 (0.50%) VMware Workstation
7 1 (0.25%) Snort
7 1 (0.25%) Virtual Servers
7 1 (0.25%) VMware NSX
Systems Management
1 47 (11.66%) Terraform
2 33 (8.19%) Kubernetes
3 8 (1.99%) Ansible
3 8 (1.99%) Single Sign-On
4 6 (1.49%) SCCM
5 5 (1.24%) Nexpose
6 4 (0.99%) Active Directory Federation Services
7 3 (0.74%) Microsoft Intune
7 3 (0.74%) Nessus
7 3 (0.74%) SCOM
7 3 (0.74%) SCOrch
7 3 (0.74%) vCenter Server
8 2 (0.50%) WMI
9 1 (0.25%) Cisco Prime
9 1 (0.25%) WSUS
Vendors
1 194 (48.14%) Microsoft
2 33 (8.19%) Google
3 20 (4.96%) VMware
4 19 (4.71%) Databricks
5 14 (3.47%) Oracle
6 9 (2.23%) Cisco
6 9 (2.23%) Verint
7 8 (1.99%) Splunk
8 7 (1.74%) Palo Alto
9 5 (1.24%) Centrify
10 4 (0.99%) Datto
10 4 (0.99%) Okta
10 4 (0.99%) RedGate
11 3 (0.74%) Adobe
11 3 (0.74%) Optimizely
11 3 (0.74%) Salesforce.com
11 3 (0.74%) Sitecore
12 2 (0.50%) Darktrace
12 2 (0.50%) Hitachi
12 2 (0.50%) Nimble Storage