Period
to 27 July 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 27 July 2021 with a comparison to the same period in the previous 2 years.

Microsoft Azure
Scotland > Glasgow
6 months to
27 Jul 2021
Same period 2020 Same period 2019
Rank 3 6 14
Rank change year-on-year +3 +8 +10
Permanent jobs citing Azure 297 173 267
As % of all permanent jobs advertised in Glasgow 20.93% 18.58% 14.10%
As % of the Cloud Services category 55.83% 58.05% 51.84%
Number of salaries quoted 222 112 199
10th Percentile £33,000 £36,600 £31,250
25th Percentile £38,750 £40,000 £33,563
Median annual salary (50th Percentile) £50,000 £50,000 £45,000
Median % change year-on-year - +11.11% -
75th Percentile £65,000 £57,500 £56,625
90th Percentile £79,750 £65,000 £65,000
Scotland median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +11.11% -

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 532 298 515
As % of all permanent IT jobs advertised in Glasgow 37.49% 32.01% 27.19%
Number of salaries quoted 390 211 362
10th Percentile £31,500 £31,000 £31,250
25th Percentile £37,500 £37,500 £33,750
Median annual salary (50th Percentile) £47,500 £48,000 £45,000
Median % change year-on-year -1.04% +6.67% -
75th Percentile £61,625 £57,500 £55,909
90th Percentile £75,000 £65,000 £65,000
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -1.64%

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 27 July 2021.

Salary histogram for Azure in Glasgow

For the 6 months to 27 July 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.

1 131 (44.11%) Agile Software Development
2 102 (34.34%) Microsoft
3 101 (34.01%) DevOps
4 99 (33.33%) AWS
5 96 (32.32%) .NET
6 90 (30.30%) C#
7 85 (28.62%) SQL
8 68 (22.90%) Social Skills
9 66 (22.22%) Python
10 58 (19.53%) JavaScript
11 57 (19.19%) SQL Server
12 49 (16.50%) React
13 45 (15.15%) Mentoring
14 44 (14.81%) Business Intelligence
14 44 (14.81%) Software Engineering
15 42 (14.14%) MVC
16 41 (13.80%) Microsoft 365
17 40 (13.47%) Microservices
18 39 (13.13%) ASP.NET
19 38 (12.79%) AngularJS
19 38 (12.79%) Analytics
19 38 (12.79%) .NET Core
19 38 (12.79%) Power Platform
20 37 (12.46%) Linux
21 36 (12.12%) Java
21 36 (12.12%) Waterfall
22 35 (11.78%) Data Modelling
23 33 (11.11%) Finance
23 33 (11.11%) PowerShell
24 31 (10.44%) Kafka

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 14 (4.71%) Apache Spark
2 13 (4.38%) SharePoint
3 9 (3.03%) Umbraco
4 8 (2.69%) CMS
5 7 (2.36%) Sitecore CMS
6 6 (2.02%) Apache
6 6 (2.02%) IIS
7 4 (1.35%) Drupal
7 4 (1.35%) MS Exchange
7 4 (1.35%) WordPress
8 2 (0.67%) Apache Airflow
8 2 (0.67%) Podio
8 2 (0.67%) SAS
8 2 (0.67%) WebLogic
9 1 (0.34%) Confluence
9 1 (0.34%) Exchange Server 2003
9 1 (0.34%) JBoss
9 1 (0.34%) Tomcat
Applications
1 4 (1.35%) Microsoft Excel
2 2 (0.67%) Chatbot
Business Applications
1 5 (1.68%) Dynamics CRM
1 5 (1.68%) Magento
2 3 (1.01%) Shopify
3 1 (0.34%) Infor M3
3 1 (0.34%) Oracle Applications
Cloud Services
1 99 (33.33%) AWS
2 41 (13.80%) Microsoft 365
3 38 (12.79%) Power Platform
4 16 (5.39%) Azure Active Directory
4 16 (5.39%) GCP
4 16 (5.39%) PaaS
5 13 (4.38%) GitHub
5 13 (4.38%) SaaS
6 12 (4.04%) IaaS
7 11 (3.70%) Azure Synapse Analytics
7 11 (3.70%) Serverless
8 10 (3.37%) Dynamics 365
9 9 (3.03%) AWS CloudFormation
9 9 (3.03%) Azure Data Factory
10 8 (2.69%) OneDrive
11 7 (2.36%) Azure Service Bus
12 6 (2.02%) Azure Cosmos DB
12 6 (2.02%) PowerApps
13 5 (1.68%) AWS Lambda
13 5 (1.68%) Power Automate
Communications & Networking
1 19 (6.40%) Firewall
2 9 (3.03%) SAN
3 5 (1.68%) DHCP
3 5 (1.68%) LAN
3 5 (1.68%) Network Security
4 4 (1.35%) DNS
4 4 (1.35%) VoIP
4 4 (1.35%) WAN
5 3 (1.01%) Cisco ISE
5 3 (1.01%) HTTP
5 3 (1.01%) TCP/IP
5 3 (1.01%) VLAN
5 3 (1.01%) VPN
5 3 (1.01%) Wi-Fi
5 3 (1.01%) Wireless
6 2 (0.67%) DMZ
6 2 (0.67%) Kerberos
6 2 (0.67%) Unified Communications
7 1 (0.34%) HTTPS
7 1 (0.34%) Internet
Database & Business Intelligence
1 57 (19.19%) SQL Server
2 31 (10.44%) Data Warehouse
3 30 (10.10%) Power BI
4 28 (9.43%) Big Data
5 24 (8.08%) SQL Server Integration Services
6 19 (6.40%) SQL Server Analysis Services
7 18 (6.06%) Azure SQL Database
7 18 (6.06%) Hadoop
7 18 (6.06%) MySQL
8 17 (5.72%) SQL Server Reporting Services
9 16 (5.39%) Relational Database
10 15 (5.05%) MongoDB
11 14 (4.71%) Apache Hive
12 13 (4.38%) Data Lake
13 12 (4.04%) Pentaho
14 10 (3.37%) NoSQL
14 10 (3.37%) Redis
15 9 (3.03%) PostgreSQL
16 8 (2.69%) SSDT
17 7 (2.36%) Amazon Redshift
Development Applications
1 22 (7.41%) Jenkins
2 18 (6.06%) Git (software)
3 15 (5.05%) TeamCity
4 10 (3.37%) JIRA
4 10 (3.37%) Octopus Deploy
5 8 (2.69%) Team Foundation Server
6 5 (1.68%) Subversion
7 4 (1.35%) Bitbucket
8 3 (1.01%) AppScan
8 3 (1.01%) Atlassian Bamboo
8 3 (1.01%) CircleCI
8 3 (1.01%) GitLab
8 3 (1.01%) Gradle
8 3 (1.01%) gulp
8 3 (1.01%) Maven
8 3 (1.01%) Selenium
8 3 (1.01%) Vagrant
8 3 (1.01%) Visual Studio
8 3 (1.01%) Visual Studio Team System
9 2 (0.67%) Zephyr
General
1 68 (22.90%) Social Skills
2 33 (11.11%) Finance
3 20 (6.73%) Analytical Skills
4 16 (5.39%) Law
5 14 (4.71%) Inclusion and Diversity
5 14 (4.71%) Public Sector
6 13 (4.38%) Presentation Skills
7 9 (3.03%) Organisational Skills
8 6 (2.02%) Banking
8 6 (2.02%) Billing
8 6 (2.02%) Influencing Skills
8 6 (2.02%) Marketing
9 4 (1.35%) Retail
10 3 (1.01%) Documentation Skills
10 3 (1.01%) Legal
10 3 (1.01%) Manufacturing
11 2 (0.67%) Telecoms
12 1 (0.34%) Military
12 1 (0.34%) Portuguese Language
12 1 (0.34%) Publishing
Job Titles
1 95 (31.99%) Developer
2 35 (11.78%) .NET Developer
3 33 (11.11%) Architect
4 26 (8.75%) DevOps Engineer
4 26 (8.75%) Software Developer
5 25 (8.42%) Software Engineer
6 24 (8.08%) Full Stack Developer
7 15 (5.05%) Infrastructure Engineer
8 14 (4.71%) .NET Software Developer
8 14 (4.71%) Data Architect
8 14 (4.71%) Data Engineer
9 13 (4.38%) Technical Trainer
9 13 (4.38%) Trainer
10 12 (4.04%) Analyst
10 12 (4.04%) C# Developer
11 10 (3.37%) Business Intelligence Developer
11 10 (3.37%) Consultant
11 10 (3.37%) Solutions Architect
12 9 (3.03%) Administrator
12 9 (3.03%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 96 (32.32%) .NET
2 49 (16.50%) React
3 39 (13.13%) ASP.NET
4 38 (12.79%) .NET Core
4 38 (12.79%) AngularJS
5 31 (10.44%) Kafka
6 28 (9.43%) ASP.NET MVC
7 26 (8.75%) .NET Framework
7 26 (8.75%) HTML
8 24 (8.08%) CSS
8 24 (8.08%) REST
9 20 (6.73%) Entity Framework
10 15 (5.05%) Web Services
11 14 (4.71%) Node.js
12 13 (4.38%) Vue.js
13 12 (4.04%) ASP.NET Core
13 12 (4.04%) RESTful
14 11 (3.70%) ASP.NET Web API
15 8 (2.69%) RabbitMQ
15 8 (2.69%) Spring
Miscellaneous
1 23 (7.74%) Greenfield Project
2 19 (6.40%) Self-Motivation
3 16 (5.39%) Public Cloud
4 10 (3.37%) Enterprise Software
5 9 (3.03%) Smart City
6 6 (2.02%) FMCG
6 6 (2.02%) Raspberry Pi
7 4 (1.35%) Data Centre
7 4 (1.35%) Data Structures
7 4 (1.35%) Enterprise Cloud
7 4 (1.35%) Legacy Systems
7 4 (1.35%) Virtual Team
8 3 (1.01%) Learning Management System
8 3 (1.01%) Private Cloud
8 3 (1.01%) SCORM
8 3 (1.01%) User Experience
9 2 (0.67%) Algorithms
9 2 (0.67%) Reference Data
10 1 (0.34%) Hybrid Cloud
10 1 (0.34%) Renewable Energy
Operating Systems
1 37 (12.46%) Linux
2 26 (8.75%) Windows
3 16 (5.39%) Windows Server
4 6 (2.02%) Unix
5 4 (1.35%) Windows 10
5 4 (1.35%) Windows Server 2012
5 4 (1.35%) Windows Server 2019
6 3 (1.01%) Apple iOS
6 3 (1.01%) Windows Server 2016
7 2 (0.67%) Android
7 2 (0.67%) Red Hat Enterprise Linux
7 2 (0.67%) Windows Server 2008
8 1 (0.34%) Alpine Linux
8 1 (0.34%) Data ONTAP
8 1 (0.34%) Ubuntu
8 1 (0.34%) Windows Server 2003
Processes & Methodologies
1 131 (44.11%) Agile Software Development
2 101 (34.01%) DevOps
3 45 (15.15%) Mentoring
4 44 (14.81%) Business Intelligence
4 44 (14.81%) Software Engineering
5 42 (14.14%) MVC
6 40 (13.47%) Microservices
7 38 (12.79%) Analytics
8 36 (12.12%) Waterfall
9 35 (11.78%) Data Modelling
10 31 (10.44%) Problem-Solving
11 23 (7.74%) Project Delivery
12 22 (7.41%) ETL
13 21 (7.07%) SDLC
14 19 (6.40%) Data Integration
14 19 (6.40%) Infrastructure as Code
14 19 (6.40%) Infrastructure Engineering
15 17 (5.72%) Continuous Integration
15 17 (5.72%) Data Analytics
15 17 (5.72%) Test Automation
Programming Languages
1 90 (30.30%) C#
2 85 (28.62%) SQL
3 66 (22.22%) Python
4 58 (19.53%) JavaScript
5 36 (12.12%) Java
6 33 (11.11%) PowerShell
7 15 (5.05%) T-SQL
8 13 (4.38%) Bash Shell
9 11 (3.70%) TypeScript
10 10 (3.37%) Perl
11 7 (2.36%) PHP
11 7 (2.36%) Ruby
12 5 (1.68%) Go
12 5 (1.68%) R
13 2 (0.67%) C++
13 2 (0.67%) Groovy
13 2 (0.67%) VB
13 2 (0.67%) VBA
14 1 (0.34%) PL/SQL
14 1 (0.34%) Scala
Qualifications
1 10 (3.37%) Degree
2 7 (2.36%) Security Cleared
3 6 (2.02%) SC Cleared
4 5 (1.68%) ACCA
5 4 (1.35%) Computer Science Degree
6 2 (0.67%) CISSP
7 1 (0.34%) AWS Certification
7 1 (0.34%) Chartered Engineer
7 1 (0.34%) CITP
7 1 (0.34%) DV Cleared
7 1 (0.34%) HND
Quality Assurance & Compliance
1 15 (5.05%) Data Quality
2 11 (3.70%) ISO/IEC 27001
3 9 (3.03%) GDPR
4 7 (2.36%) Cyber Essentials
5 4 (1.35%) QA
6 3 (1.01%) SLA
7 2 (0.67%) Cyber Essentials PLUS
7 2 (0.67%) HIPAA
8 1 (0.34%) NIST
8 1 (0.34%) Sarbanes-Oxley
8 1 (0.34%) SSAE 16
System Software
1 30 (10.10%) Docker
2 26 (8.75%) Active Directory
3 8 (2.69%) VMware Infrastructure
4 6 (2.02%) Hyper-V
4 6 (2.02%) vSphere
5 5 (1.68%) VMware ESXi
6 2 (0.67%) Virtual Servers
7 1 (0.34%) Virtual Machines
7 1 (0.34%) VMware Server
7 1 (0.34%) VMware Workstation
Systems Management
1 30 (10.10%) Kubernetes
2 25 (8.42%) Terraform
3 12 (4.04%) Ansible
4 7 (2.36%) Puppet
5 6 (2.02%) Opscode Chef
6 5 (1.68%) Microsoft Intune
7 4 (1.35%) SCCM
8 3 (1.01%) CFEngine
8 3 (1.01%) Nagios
8 3 (1.01%) Packer
8 3 (1.01%) ZABBIX
9 2 (0.67%) Single Sign-On
9 2 (0.67%) WSUS
10 1 (0.34%) Active Directory Federation Services
10 1 (0.34%) Istio
10 1 (0.34%) QRadar
10 1 (0.34%) Symantec Endpoint Protection
Vendors
1 102 (34.34%) Microsoft
2 22 (7.41%) Google
3 17 (5.72%) VMware
4 12 (4.04%) Talend
5 11 (3.70%) Cisco
6 9 (3.03%) Oracle
6 9 (3.03%) Salesforce.com
7 8 (2.69%) Databricks
7 8 (2.69%) StreamSets
8 7 (2.36%) SAP
8 7 (2.36%) Sitecore
9 6 (2.02%) Veeam
10 5 (1.68%) Informatica
11 4 (1.35%) Citrix
11 4 (1.35%) Splunk
12 3 (1.01%) AppDynamics
12 3 (1.01%) Meraki
12 3 (1.01%) Veracode
13 2 (0.67%) Aruba
13 2 (0.67%) Palo Alto