Period
to 28 October 2021

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 28 October 2021 with a comparison to the same period in the previous 2 years.

Microsoft Azure
Scotland > Glasgow
6 months to
28 Oct 2021
Same period 2020 Same period 2019
Rank 4 8 11
Rank change year-on-year +4 +3 +11
Permanent jobs citing Azure 317 141 303
As % of all permanent jobs advertised in Glasgow 21.48% 20.49% 16.74%
As % of the Cloud Services category 47.81% 51.27% 59.88%
Number of salaries quoted 221 96 222
10th Percentile £35,000 £38,125 £32,500
25th Percentile £42,500 £42,500 £35,000
Median annual salary (50th Percentile) £55,000 £55,000 £45,000
Median % change year-on-year - +22.22% -5.26%
75th Percentile £70,000 £65,000 £56,250
90th Percentile £81,250 £66,250 £61,000
Scotland median annual salary £54,536 £50,000 £45,000
% change year-on-year +9.07% +11.11% -5.26%

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 663 275 506
As % of all permanent IT jobs advertised in Glasgow 44.92% 39.97% 27.96%
Number of salaries quoted 457 181 359
10th Percentile £33,750 £31,250 £30,950
25th Percentile £41,250 £37,500 £35,000
Median annual salary (50th Percentile) £52,500 £47,500 £45,000
Median % change year-on-year +10.53% +5.56% -3.23%
75th Percentile £70,000 £57,500 £56,000
90th Percentile £81,250 £67,500 £61,900
Scotland median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +11.11% -5.26%

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 28 October 2021.

Salary histogram for Azure in Glasgow

For the 6 months to 28 October 2021, 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.

1 130 (41.01%) Microsoft
2 114 (35.96%) Agile Software Development
3 110 (34.70%) DevOps
4 94 (29.65%) .NET
5 89 (28.08%) AWS
6 85 (26.81%) C#
7 80 (25.24%) SQL
8 77 (24.29%) Social Skills
9 69 (21.77%) SQL Server
10 57 (17.98%) Python
11 50 (15.77%) Mentoring
11 50 (15.77%) Microsoft 365
12 48 (15.14%) Windows
13 47 (14.83%) JavaScript
14 46 (14.51%) Active Directory
15 42 (13.25%) Linux
16 41 (12.93%) ASP.NET
17 39 (12.30%) Finance
17 39 (12.30%) Power Platform
18 38 (11.99%) React
19 37 (11.67%) Software Engineering
20 36 (11.36%) Business Intelligence
21 34 (10.73%) PowerShell
21 34 (10.73%) Full Stack Development
22 33 (10.41%) Problem-Solving
22 33 (10.41%) Docker
22 33 (10.41%) VMware
23 32 (10.09%) Java
23 32 (10.09%) Analytics
23 32 (10.09%) Kubernetes

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 18 (5.68%) SharePoint
2 10 (3.15%) Apache Spark
3 8 (2.52%) Apache
4 6 (1.89%) IIS
5 5 (1.58%) CMS
6 4 (1.26%) Umbraco
7 3 (0.95%) MS Exchange
8 2 (0.63%) Apache Airflow
9 1 (0.32%) Cloud Foundry
9 1 (0.32%) CloudStack
9 1 (0.32%) Elasticsearch
9 1 (0.32%) Ethereum
9 1 (0.32%) Exchange Server 2003
9 1 (0.32%) JBoss
9 1 (0.32%) Jetty
9 1 (0.32%) Sitecore CMS
9 1 (0.32%) Tomcat
9 1 (0.32%) WebLogic
Applications
1 1 (0.32%) Chatbot
Business Applications
1 4 (1.26%) Infor M3
1 4 (1.26%) Shopify
2 3 (0.95%) Dynamics CRM
3 1 (0.32%) Oracle Applications
3 1 (0.32%) Oracle Receivables
Cloud Services
1 89 (28.08%) AWS
2 50 (15.77%) Microsoft 365
3 39 (12.30%) Power Platform
4 27 (8.52%) GCP
5 19 (5.99%) Azure Active Directory
6 17 (5.36%) PaaS
7 15 (4.73%) IaaS
7 15 (4.73%) SaaS
8 13 (4.10%) Dynamics 365
8 13 (4.10%) Serverless
9 12 (3.79%) AWS CloudFormation
9 12 (3.79%) Azure Data Factory
10 11 (3.47%) Azure Synapse Analytics
11 7 (2.21%) GitHub
11 7 (2.21%) PowerApps
12 5 (1.58%) OneDrive
12 5 (1.58%) Power Automate
13 4 (1.26%) Azure Stack
13 4 (1.26%) Firebase
14 2 (0.63%) Virtual Private Cloud
Communications & Networking
1 24 (7.57%) Firewall
2 10 (3.15%) DNS
3 9 (2.84%) LAN
4 8 (2.52%) DHCP
4 8 (2.52%) WAN
5 7 (2.21%) SAN
5 7 (2.21%) VLAN
6 4 (1.26%) DMZ
6 4 (1.26%) Network Security
6 4 (1.26%) TCP/IP
6 4 (1.26%) VPN
6 4 (1.26%) Wi-Fi
7 3 (0.95%) Cisco ISE
7 3 (0.95%) VoIP
7 3 (0.95%) Wireless
8 2 (0.63%) Cisco ASA
8 2 (0.63%) Cisco IOS
8 2 (0.63%) Kerberos
8 2 (0.63%) Unified Communications
9 1 (0.32%) FTP
Database & Business Intelligence
1 69 (21.77%) SQL Server
2 29 (9.15%) Power BI
3 25 (7.89%) Data Warehouse
4 23 (7.26%) Big Data
5 22 (6.94%) Relational Database
5 22 (6.94%) SQL Server Integration Services
6 21 (6.62%) MySQL
7 17 (5.36%) SQL Server Analysis Services
8 15 (4.73%) MongoDB
9 14 (4.42%) PostgreSQL
9 14 (4.42%) SQL Server Reporting Services
10 13 (4.10%) Hadoop
11 10 (3.15%) Apache Hive
11 10 (3.15%) Redis
12 9 (2.84%) Amazon Redshift
13 8 (2.52%) Azure SQL Database
14 7 (2.21%) Data Lake
14 7 (2.21%) Pentaho
15 6 (1.89%) SSDT
16 5 (1.58%) NoSQL
Development Applications
1 13 (4.10%) Jenkins
2 11 (3.47%) Octopus Deploy
3 9 (2.84%) Git (software)
3 9 (2.84%) Team Foundation Server
3 9 (2.84%) TeamCity
4 8 (2.52%) Atlassian Bamboo
4 8 (2.52%) JIRA
4 8 (2.52%) Visual Studio
5 7 (2.21%) GitLab
6 6 (1.89%) CircleCI
7 5 (1.58%) NUnit
7 5 (1.58%) Selenium
8 4 (1.26%) GoCD
8 4 (1.26%) Moq
8 4 (1.26%) TestNG
8 4 (1.26%) WebDriver
8 4 (1.26%) Zephyr
9 3 (0.95%) Cypress.io
10 2 (0.63%) Maven
10 2 (0.63%) Postman
General
1 77 (24.29%) Social Skills
2 39 (12.30%) Finance
3 27 (8.52%) Inclusion and Diversity
4 16 (5.05%) Public Sector
5 12 (3.79%) Analytical Skills
6 11 (3.47%) Documentation Skills
7 9 (2.84%) Organisational Skills
7 9 (2.84%) Retail
8 8 (2.52%) Law
8 8 (2.52%) Presentation Skills
9 6 (1.89%) Influencing Skills
10 5 (1.58%) Billing
11 4 (1.26%) Marketing
11 4 (1.26%) Telecoms
12 2 (0.63%) Banking
12 2 (0.63%) Legal
12 2 (0.63%) Manufacturing
12 2 (0.63%) Publishing
13 1 (0.32%) Military
13 1 (0.32%) Portuguese Language
Job Titles
1 101 (31.86%) Developer
2 40 (12.62%) .NET Developer
3 37 (11.67%) Architect
4 29 (9.15%) DevOps Engineer
5 22 (6.94%) Software Developer
6 19 (5.99%) Solutions Architect
7 18 (5.68%) Software Engineer
8 17 (5.36%) Infrastructure Engineer
9 16 (5.05%) Full Stack Developer
10 15 (4.73%) C# Developer
11 14 (4.42%) Data Architect
12 12 (3.79%) Business Intelligence Developer
12 12 (3.79%) Data Engineer
13 11 (3.47%) Analyst
13 11 (3.47%) Consultant
13 11 (3.47%) IT Manager
13 11 (3.47%) Lead Developer
14 10 (3.15%) .NET Software Developer
14 10 (3.15%) Azure Architect
14 10 (3.15%) Principal Engineer
Libraries, Frameworks & Software Standards
1 94 (29.65%) .NET
2 41 (12.93%) ASP.NET
3 38 (11.99%) React
4 28 (8.83%) AngularJS
5 26 (8.20%) .NET Core
6 22 (6.94%) Kafka
7 21 (6.62%) .NET Framework
7 21 (6.62%) CSS
7 21 (6.62%) HTML
8 18 (5.68%) Vue.js
9 16 (5.05%) ASP.NET MVC
10 15 (4.73%) REST
10 15 (4.73%) Web Services
11 12 (3.79%) SAML
12 10 (3.15%) ARM Templates
13 9 (2.84%) RESTful
13 9 (2.84%) XML
14 8 (2.52%) Entity Framework
14 8 (2.52%) RabbitMQ
15 7 (2.21%) Memcached
Miscellaneous
1 32 (10.09%) Public Cloud
2 21 (6.62%) Greenfield Project
3 15 (4.73%) Data Centre
4 13 (4.10%) Self-Motivation
5 10 (3.15%) User Experience
6 8 (2.52%) Smart City
7 6 (1.89%) Enterprise Software
7 6 (1.89%) FMCG
7 6 (1.89%) Raspberry Pi
8 4 (1.26%) Learning Management System
8 4 (1.26%) Legacy Systems
8 4 (1.26%) SCORM
9 3 (0.95%) Enterprise Cloud
9 3 (0.95%) Hybrid Cloud
10 2 (0.63%) Data Structures
10 2 (0.63%) Life Science
10 2 (0.63%) Management Information System
10 2 (0.63%) Reference Data
10 2 (0.63%) Social Media
11 1 (0.32%) Replication
Operating Systems
1 48 (15.14%) Windows
2 42 (13.25%) Linux
3 17 (5.36%) Windows Server
4 11 (3.47%) Unix
5 8 (2.52%) Windows 10
6 7 (2.21%) Android
6 7 (2.21%) Windows Server 2019
7 6 (1.89%) Apple iOS
8 4 (1.26%) Windows Server 2012
9 3 (0.95%) Windows Server 2008
10 2 (0.63%) Windows Server 2016
11 1 (0.32%) CentOS
11 1 (0.32%) Data ONTAP
11 1 (0.32%) Red Hat Enterprise Linux
Processes & Methodologies
1 114 (35.96%) Agile Software Development
2 110 (34.70%) DevOps
3 50 (15.77%) Mentoring
4 37 (11.67%) Software Engineering
5 36 (11.36%) Business Intelligence
6 34 (10.73%) Full Stack Development
7 33 (10.41%) Problem-Solving
8 32 (10.09%) Analytics
9 27 (8.52%) Microservices
10 26 (8.20%) Data Modelling
11 25 (7.89%) Cybersecurity
11 25 (7.89%) Project Delivery
12 21 (6.62%) Infrastructure Engineering
12 21 (6.62%) Project Management
12 21 (6.62%) SDLC
12 21 (6.62%) Waterfall
13 19 (5.99%) MVC
14 18 (5.68%) Presales
15 17 (5.36%) Infrastructure as Code
16 16 (5.05%) Test Automation
Programming Languages
1 85 (26.81%) C#
2 80 (25.24%) SQL
3 57 (17.98%) Python
4 47 (14.83%) JavaScript
5 34 (10.73%) PowerShell
6 32 (10.09%) Java
7 20 (6.31%) T-SQL
8 18 (5.68%) Bash Shell
9 13 (4.10%) Perl
10 8 (2.52%) TypeScript
11 5 (1.58%) Go
11 5 (1.58%) PHP
11 5 (1.58%) Scala
12 3 (0.95%) Java 8
12 3 (0.95%) Ruby
13 2 (0.63%) R
14 1 (0.32%) Groovy
14 1 (0.32%) PL/SQL
14 1 (0.32%) VB
14 1 (0.32%) VBScript
Qualifications
1 16 (5.05%) Security Cleared
2 12 (3.79%) Microsoft Certification
3 11 (3.47%) SC Cleared
4 8 (2.52%) Degree
5 5 (1.58%) Computer Science Degree
6 3 (0.95%) ACCA
6 3 (0.95%) Chartered Engineer
6 3 (0.95%) CISSP
6 3 (0.95%) CITP
7 1 (0.32%) CCNA
7 1 (0.32%) Cisco Certification
7 1 (0.32%) DV Cleared
7 1 (0.32%) HNC
Quality Assurance & Compliance
1 15 (4.73%) Data Quality
2 13 (4.10%) ISO/IEC 27001
3 8 (2.52%) GDPR
4 7 (2.21%) Cyber Essentials
5 5 (1.58%) QA
6 3 (0.95%) Cyber Essentials PLUS
7 2 (0.63%) HIPAA
7 2 (0.63%) SLA
8 1 (0.32%) NIST
8 1 (0.32%) Sarbanes-Oxley
8 1 (0.32%) SSAE 16
System Software
1 46 (14.51%) Active Directory
2 33 (10.41%) Docker
3 18 (5.68%) VMware Infrastructure
4 6 (1.89%) Hyper-V
5 5 (1.58%) VMware ESXi
6 4 (1.26%) vSphere
7 2 (0.63%) Virtual Servers
8 1 (0.32%) VMware Server
Systems Management
1 32 (10.09%) Kubernetes
2 26 (8.20%) Terraform
3 17 (5.36%) Ansible
4 11 (3.47%) Microsoft Intune
5 8 (2.52%) SCCM
5 8 (2.52%) Single Sign-On
6 7 (2.21%) Puppet
7 6 (1.89%) CFEngine
7 6 (1.89%) Opscode Chef
8 4 (1.26%) HAProxy
8 4 (1.26%) Icinga
8 4 (1.26%) WSUS
9 3 (0.95%) Active Directory Federation Services
9 3 (0.95%) Cisco CUCM
10 2 (0.63%) Packer
11 1 (0.32%) Grafana
11 1 (0.32%) Microsoft Clustering
11 1 (0.32%) Prometheus
11 1 (0.32%) QRadar
11 1 (0.32%) vCenter Server
Vendors
1 130 (41.01%) Microsoft
2 33 (10.41%) VMware
3 16 (5.05%) Citrix
3 16 (5.05%) Google
4 15 (4.73%) Cisco
5 10 (3.15%) Salesforce.com
6 8 (2.52%) StreamSets
7 7 (2.21%) Informatica
7 7 (2.21%) Oracle
7 7 (2.21%) Talend
7 7 (2.21%) Veeam
8 6 (1.89%) Databricks
8 6 (1.89%) SAP
9 4 (1.26%) Cognizant
9 4 (1.26%) HP
9 4 (1.26%) Infor
9 4 (1.26%) NetApp
10 3 (0.95%) Meraki
10 3 (0.95%) Optimizely
11 2 (0.63%) MKS