Period
to 11 November 2019

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 11 November 2019 with a comparison to the same period in the previous 2 years.

Microsoft Azure
Scotland > Glasgow
6 months to
11 Nov 2019
Same period 2018 Same period 2017
Rank 8 24 53
Rank change year-on-year +16 +29 -10
Permanent jobs citing Azure 310 217 113
As % of all permanent IT jobs advertised in Glasgow 17.58% 10.30% 4.94%
As % of the Cloud Services category 61.88% 48.76% 38.83%
Number of salaries quoted 233 142 84
Glasgow median annual salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% - +18.75%
10th Percentile £32,500 £33,000 £31,475
90th Percentile £60,800 £65,000 £57,500
Scotland median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +12.50%

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 501 445 291
As % of all permanent IT jobs advertised in Glasgow 28.42% 21.13% 12.72%
Number of salaries quoted 355 297 180
Glasgow median annual salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26% +18.75%
10th Percentile £31,250 £31,250 £28,400
90th Percentile £62,500 £64,250 £60,250
Scotland median annual salary £45,000 £47,500 £44,000
% change year-on-year -5.26% +7.95% +6.23%

Azure
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Azure in Glasgow

Azure
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Azure in Glasgow.

Salary trend for Azure in Glasgow

Azure
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Azure in Glasgow over the 6 months to 11 November 2019.

Salary histogram for Azure in Glasgow

For the 6 months to 11 November 2019, 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.

1 127 (40.97%) .NET
2 120 (38.71%) C#
3 119 (38.39%) SQL
3 119 (38.39%) Agile Software Development
4 98 (31.61%) AWS
5 95 (30.65%) SQL Server
6 91 (29.35%) JavaScript
7 89 (28.71%) ASP.NET
8 88 (28.39%) MVC
9 78 (25.16%) Microsoft
10 77 (24.84%) DevOps
11 72 (23.23%) AngularJS
12 71 (22.90%) .NET Core
13 68 (21.94%) CSS
14 67 (21.61%) HTML
15 65 (20.97%) ASP.NET MVC
16 57 (18.39%) Greenfield Project
17 55 (17.74%) Microservices
17 55 (17.74%) Docker
18 49 (15.81%) .NET Framework
19 43 (13.87%) Python
20 42 (13.55%) ASP.NET Web API
20 42 (13.55%) Enterprise Software
21 41 (13.23%) Public Sector
22 40 (12.90%) React
22 40 (12.90%) PowerShell
23 36 (11.61%) Analytical Skills
24 35 (11.29%) Kubernetes
25 34 (10.97%) Linux
25 34 (10.97%) SDLC

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 15 (4.84%) Umbraco
2 13 (4.19%) SharePoint
3 12 (3.87%) Apache Spark
4 10 (3.23%) Elasticsearch
4 10 (3.23%) Jupyter
4 10 (3.23%) SAS
5 9 (2.90%) Apache
6 7 (2.26%) IIS
7 6 (1.94%) Tomcat
7 6 (1.94%) WebLogic
8 5 (1.61%) CMS
9 4 (1.29%) Skype for Business
10 3 (0.97%) Sitecore CMS
11 2 (0.65%) WordPress
12 1 (0.32%) Drupal
12 1 (0.32%) EPiServer
12 1 (0.32%) Exchange Server 2013
12 1 (0.32%) IBM Domino
12 1 (0.32%) SharePoint 2013
Applications
1 6 (1.94%) Chatbot
2 2 (0.65%) Microsoft Office
Business Applications
1 1 (0.32%) SAP S/4HANA
Cloud Services
1 98 (31.61%) AWS
2 30 (9.68%) Office 365
3 27 (8.71%) Cloud Computing
4 22 (7.10%) GCP
4 22 (7.10%) SaaS
5 18 (5.81%) IaaS
5 18 (5.81%) PaaS
5 18 (5.81%) Power Platform
6 6 (1.94%) OneDrive
6 6 (1.94%) OpenShift
7 5 (1.61%) Azure Active Directory
8 4 (1.29%) GitHub
9 2 (0.65%) Azure Stack
9 2 (0.65%) Dynamics 365
10 1 (0.32%) Amazon CloudWatch
10 1 (0.32%) Amazon ECS
10 1 (0.32%) Azure ExpressRoute
10 1 (0.32%) Google Play
10 1 (0.32%) npm
10 1 (0.32%) Yarn
Communications & Networking
1 20 (6.45%) Internet
2 15 (4.84%) Firewall
3 11 (3.55%) DNS
4 6 (1.94%) DHCP
4 6 (1.94%) SAN
4 6 (1.94%) VPN
5 5 (1.61%) Unified Communications
6 4 (1.29%) LAN
6 4 (1.29%) SSL
6 4 (1.29%) WAN
7 3 (0.97%) HTTP
7 3 (0.97%) Network Security
7 3 (0.97%) TCP/IP
8 2 (0.65%) Cisco ASA
8 2 (0.65%) Cisco Nexus
8 2 (0.65%) DMVPN
8 2 (0.65%) HSRP
8 2 (0.65%) Kerberos
8 2 (0.65%) VPLS
8 2 (0.65%) WAAS
Database & Business Intelligence
1 95 (30.65%) SQL Server
2 31 (10.00%) NoSQL
3 27 (8.71%) Azure SQL Database
4 25 (8.06%) Big Data
5 22 (7.10%) MongoDB
6 18 (5.81%) Hadoop
6 18 (5.81%) Power BI
7 14 (4.52%) Data Warehouse
8 13 (4.19%) Cosmos DB
9 12 (3.87%) SQL Server Integration Services
10 10 (3.23%) BusinessObjects Business Intelligence
10 10 (3.23%) PostgreSQL
11 9 (2.90%) SQL Server Reporting Services
12 8 (2.58%) SQL Server Analysis Services
13 7 (2.26%) MySQL
14 6 (1.94%) Text Mining
15 5 (1.61%) Apache Hive
15 5 (1.61%) Data Lake
15 5 (1.61%) OLTP
15 5 (1.61%) Snowflake Schema
Development Applications
1 25 (8.06%) Git (software)
2 20 (6.45%) Jenkins
2 20 (6.45%) TeamCity
3 11 (3.55%) Selenium
4 6 (1.94%) Subversion
5 4 (1.29%) Team Foundation Server
5 4 (1.29%) Visual Studio
5 4 (1.29%) Visual Studio Team System
6 3 (0.97%) Eclipse
6 3 (0.97%) GitLab
6 3 (0.97%) GoCD
6 3 (0.97%) JIRA
6 3 (0.97%) NUnit
6 3 (0.97%) Sonatype Nexus
7 2 (0.65%) Maven
7 2 (0.65%) Octopus Deploy
7 2 (0.65%) RubyMine
7 2 (0.65%) Vagrant
7 2 (0.65%) VSS/SourceSafe
7 2 (0.65%) webpack
General
1 41 (13.23%) Public Sector
2 33 (10.65%) Finance
3 18 (5.81%) Retail
4 6 (1.94%) Banking
5 4 (1.29%) Law
6 3 (0.97%) Legal
6 3 (0.97%) Marketing
7 2 (0.65%) Manufacturing
8 1 (0.32%) Automotive
8 1 (0.32%) Electronics
8 1 (0.32%) Games
8 1 (0.32%) Local Government
8 1 (0.32%) Telecoms
Job Titles
1 155 (50.00%) Developer
2 82 (26.45%) .NET Developer
3 35 (11.29%) DevOps Engineer
4 27 (8.71%) C# Developer
5 24 (7.74%) Azure Developer
6 21 (6.77%) Senior Developer
7 20 (6.45%) Software Developer
8 19 (6.13%) Architect
8 19 (6.13%) C# .NET Developer
8 19 (6.13%) Consultant
9 15 (4.84%) Analyst
9 15 (4.84%) Cloud Engineer
10 14 (4.52%) Angular Developer
11 13 (4.19%) Web Developer
12 12 (3.87%) Applications Consultant
12 12 (3.87%) Applications Developer
12 12 (3.87%) Cloud Architect
12 12 (3.87%) Senior .NET Developer
13 11 (3.55%) Data Engineer
14 10 (3.23%) React Developer
Libraries, Frameworks & Software Standards
1 127 (40.97%) .NET
2 89 (28.71%) ASP.NET
3 72 (23.23%) AngularJS
4 71 (22.90%) .NET Core
5 68 (21.94%) CSS
6 67 (21.61%) HTML
7 65 (20.97%) ASP.NET MVC
8 49 (15.81%) .NET Framework
9 42 (13.55%) ASP.NET Web API
10 40 (12.90%) React
11 32 (10.32%) Entity Framework
12 25 (8.06%) HTML5
13 24 (7.74%) Middleware
14 22 (7.10%) RESTful
14 22 (7.10%) Web Services
15 20 (6.45%) REST
16 19 (6.13%) jQuery
17 14 (4.52%) NHibernate
18 12 (3.87%) CSS3
19 11 (3.55%) Kafka
Miscellaneous
1 57 (18.39%) Greenfield Project
2 42 (13.55%) Enterprise Software
3 36 (11.61%) Analytical Skills
4 19 (6.13%) Data Centre
5 18 (5.81%) Self-Motivation
6 16 (5.16%) Mobile App
7 13 (4.19%) Internet of Things
8 11 (3.55%) Hybrid Cloud
9 9 (2.90%) Cloud Native
10 8 (2.58%) Public Cloud
11 6 (1.94%) Clustering
12 5 (1.61%) Private Cloud
13 3 (0.97%) EMC VNX
13 3 (0.97%) Replication
13 3 (0.97%) User Experience
14 2 (0.65%) Analytical Mindset
14 2 (0.65%) Client/Server
14 2 (0.65%) Enterprise Storage
15 1 (0.32%) EMC VMAX
15 1 (0.32%) Enterprise Cloud
Operating Systems
1 34 (10.97%) Linux
2 29 (9.35%) Windows
3 11 (3.55%) Windows Server
4 7 (2.26%) CentOS
4 7 (2.26%) Windows Server 2008
4 7 (2.26%) Windows Server 2012
5 4 (1.29%) Debian
5 4 (1.29%) Red Hat Enterprise Linux
5 4 (1.29%) Windows 10
6 3 (0.97%) Android
7 2 (0.65%) Unix
8 1 (0.32%) Apple iOS
8 1 (0.32%) SUSE Linux Enterprise Server
8 1 (0.32%) Ubuntu
8 1 (0.32%) Windows 7
Processes & Methodologies
1 119 (38.39%) Agile Software Development
2 88 (28.39%) MVC
3 77 (24.84%) DevOps
4 55 (17.74%) Microservices
5 34 (10.97%) SDLC
6 32 (10.32%) Software Engineering
7 30 (9.68%) Problem-Solving
7 30 (9.68%) TDD
8 28 (9.03%) Test Automation
9 27 (8.71%) Fintech
9 27 (8.71%) Scrum
10 25 (8.06%) Continuous Integration
11 24 (7.74%) Business Intelligence
12 19 (6.13%) Analytics
12 19 (6.13%) Continuous Improvement
12 19 (6.13%) Data Science
12 19 (6.13%) Web Development
13 17 (5.48%) Mentoring
14 16 (5.16%) Data Analysis
14 16 (5.16%) IT Strategy
Programming Languages
1 120 (38.71%) C#
2 119 (38.39%) SQL
3 91 (29.35%) JavaScript
4 43 (13.87%) Python
5 40 (12.90%) PowerShell
6 27 (8.71%) T-SQL
7 22 (7.10%) Java
8 16 (5.16%) Ruby
9 14 (4.52%) Bash Shell
10 11 (3.55%) TypeScript
11 8 (2.58%) Kotlin
12 5 (1.61%) Scala
13 3 (0.97%) Shell Script
14 2 (0.65%) ES6
14 2 (0.65%) VB
15 1 (0.32%) C
15 1 (0.32%) ES7
15 1 (0.32%) Perl
15 1 (0.32%) R
Qualifications
1 24 (7.74%) Degree
2 14 (4.52%) Microsoft Certification
3 8 (2.58%) CCNA
3 8 (2.58%) Cisco Certification
4 7 (2.26%) CCNP
5 4 (1.29%) HND
5 4 (1.29%) ISTQB
5 4 (1.29%) MCSA
5 4 (1.29%) MCSD
5 4 (1.29%) MCSE
5 4 (1.29%) RHCT
5 4 (1.29%) VMware Certified Professional (VCP)
6 3 (0.97%) MCTS
7 2 (0.65%) Computer Science Degree
7 2 (0.65%) ISEB
7 2 (0.65%) MCAD
7 2 (0.65%) MCP
7 2 (0.65%) VCP6
8 1 (0.32%) MCDBA
8 1 (0.32%) SAP Certification
Quality Assurance & Compliance
1 5 (1.61%) QA
2 3 (0.97%) ISO/IEC 27001
3 2 (0.65%) Data Quality
4 1 (0.32%) GDPR
4 1 (0.32%) SLA
System Software
1 55 (17.74%) Docker
2 28 (9.03%) Active Directory
3 15 (4.84%) VMware Infrastructure
4 14 (4.52%) Hyper-V
5 10 (3.23%) HDFS
6 5 (1.61%) KVM
7 2 (0.65%) Microsoft App-V
7 2 (0.65%) Virtual Machines
8 1 (0.32%) EMC RecoverPoint
8 1 (0.32%) Firmware
8 1 (0.32%) vSphere
8 1 (0.32%) Xen
Systems Management
1 35 (11.29%) Kubernetes
2 23 (7.42%) Ansible
3 21 (6.77%) Puppet
4 19 (6.13%) Opscode Chef
5 17 (5.48%) Terraform
6 9 (2.90%) SCCM
7 6 (1.94%) Nagios
8 5 (1.61%) CASB
9 3 (0.97%) Avamar
9 3 (0.97%) Hadoop YARN
9 3 (0.97%) HAProxy
9 3 (0.97%) Oozie
9 3 (0.97%) WSUS
10 2 (0.65%) Ambari
10 2 (0.65%) Microsoft Intune
10 2 (0.65%) Packer
10 2 (0.65%) PowerCLI
10 2 (0.65%) Single Sign-On
11 1 (0.32%) CFEngine
11 1 (0.32%) Grafana
Vendors
1 78 (25.16%) Microsoft
2 25 (8.06%) VMware
3 17 (5.48%) Oracle
4 16 (5.16%) Cisco
5 13 (4.19%) Google
6 12 (3.87%) Citrix
6 12 (3.87%) SAP
7 10 (3.23%) MicroStrategy
8 7 (2.26%) Dell
8 7 (2.26%) EMC
9 6 (1.94%) Symantec
10 5 (1.61%) Veeam
11 4 (1.29%) Red Hat
11 4 (1.29%) Sitecore
12 3 (0.97%) Databricks
12 3 (0.97%) Dynatrace
12 3 (0.97%) HP
12 3 (0.97%) NetApp
12 3 (0.97%) Splunk
13 2 (0.65%) Zerto