Period
to 19 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Microsoft Azure skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Microsoft Azure over the 6 months to 19 September 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure (formerly Windows Azure)
Scotland > Glasgow
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 22 64 44
Rank change year-on-year +42 -20 +88
Permanent jobs citing Microsoft Azure 231 95 141
As % of all permanent IT jobs advertised in Glasgow 10.22% 4.05% 5.95%
As % of the Cloud Services category 55.80% 38.93% 56.85%
Number of salaries quoted 158 64 75
Glasgow median annual salary £47,500 £43,750 £42,000
Median salary % change year-on-year +8.57% +4.17% +12.00%
10th Percentile £32,000 £31,475 £29,250
90th Percentile £65,000 £60,000 £57,500
Scotland median annual salary £47,500 £45,000 £41,000
% change year-on-year +5.56% +9.76% +26.15%

Microsoft 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 414 244 248
As % of all permanent IT jobs advertised in Glasgow 18.32% 10.41% 10.46%
Number of salaries quoted 270 143 152
Glasgow median annual salary £46,125 £45,000 £41,000
Median salary % change year-on-year +2.50% +9.76% +9.33%
10th Percentile £31,250 £28,250 £26,250
90th Percentile £65,000 £60,000 £60,000
Scotland median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +12.50% -

Microsoft Azure
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Microsoft Azure in Glasgow

Microsoft Azure
Salary Trend in Glasgow

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

Salary trend for Microsoft Azure in Glasgow

Microsoft Azure
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Microsoft Azure in Glasgow over the 6 months to 19 September 2018.

Salary histogram for Microsoft Azure in Glasgow

For the 6 months to 19 September 2018, IT jobs citing Microsoft 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 Microsoft Azure.

1 127 (54.98%) SQL
2 118 (51.08%) Agile Software Development
3 106 (45.89%) .NET
4 101 (43.72%) C#
5 91 (39.39%) Amazon AWS
6 90 (38.96%) AngularJS
7 85 (36.80%) SQL Server
8 84 (36.36%) MVC
9 81 (35.06%) Microsoft
10 79 (34.20%) JavaScript
11 75 (32.47%) ASP.NET
12 67 (29.00%) HTML
13 60 (25.97%) SDLC
14 50 (21.65%) ASP.NET MVC
15 49 (21.21%) CSS
16 44 (19.05%) Office 365
17 42 (18.18%) DevOps
17 42 (18.18%) Windows
18 41 (17.75%) React
19 36 (15.58%) Python
20 32 (13.85%) Linux
20 32 (13.85%) TypeScript
21 31 (13.42%) Finance
21 31 (13.42%) Collaborative Working
22 30 (12.99%) Scrum
22 30 (12.99%) Java
22 30 (12.99%) T-SQL
22 30 (12.99%) ASP.NET Web API
23 29 (12.55%) Node.js
23 29 (12.55%) Git (software)

Microsoft 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 21 (9.09%) SharePoint
2 19 (8.23%) Skype for Business
3 10 (4.33%) MS Exchange
4 8 (3.46%) Apache Spark
5 5 (2.16%) SharePoint Server
5 5 (2.16%) Tomcat
6 4 (1.73%) Apache
7 3 (1.30%) CMS
7 3 (1.30%) IIS
8 1 (0.43%) Apache Solr
8 1 (0.43%) Drupal
8 1 (0.43%) Exchange Server 2010
8 1 (0.43%) Jetty
8 1 (0.43%) Oracle SOA Suite
8 1 (0.43%) SharePoint 2010
8 1 (0.43%) SharePoint 2013
8 1 (0.43%) Sitecore CMS
8 1 (0.43%) Umbraco
8 1 (0.43%) WordPress
Applications
1 14 (6.06%) Microsoft Office
Business Applications
1 14 (6.06%) Dynamics CRM
2 6 (2.60%) Dynamics AX
Cloud Services
1 91 (39.39%) Amazon AWS
2 44 (19.05%) Office 365
3 24 (10.39%) npm
4 23 (9.96%) Cloud Computing
5 17 (7.36%) Google Cloud Platform
6 15 (6.49%) IaaS
7 13 (5.63%) Dynamics 365
7 13 (5.63%) SaaS
7 13 (5.63%) Serverless
8 12 (5.19%) PaaS
9 11 (4.76%) Azure Functions
10 9 (3.90%) Yammer
11 8 (3.46%) Azure Active Directory
12 6 (2.60%) GitHub
13 4 (1.73%) Amazon CloudWatch
13 4 (1.73%) Datadog
14 2 (0.87%) Azure Data Factory
14 2 (0.87%) Google Compute Engine
15 1 (0.43%) Amazon SQS
15 1 (0.43%) AWS Lambda
Communications & Networking
1 19 (8.23%) Skype
2 12 (5.19%) Intranet
3 9 (3.90%) Internet
4 8 (3.46%) Firewall
5 7 (3.03%) DNS
6 6 (2.60%) DHCP
6 6 (2.60%) LAN
6 6 (2.60%) WAN
7 5 (2.16%) SAN
8 4 (1.73%) VPN
9 3 (1.30%) Unified Communications
9 3 (1.30%) VLAN
9 3 (1.30%) VoIP
10 2 (0.87%) TCP/IP
10 2 (0.87%) Wi-Fi
10 2 (0.87%) WLAN
11 1 (0.43%) HTTP
11 1 (0.43%) MPLS
11 1 (0.43%) Wireless
Database & Business Intelligence
1 85 (36.80%) SQL Server
2 27 (11.69%) NoSQL
3 18 (7.79%) MongoDB
4 16 (6.93%) SQL Server Integration Services
5 15 (6.49%) Big Data
5 15 (6.49%) Data Warehouse
6 14 (6.06%) Power BI
7 13 (5.63%) Azure SQL Database
8 10 (4.33%) MySQL
8 10 (4.33%) SQL Server 2012
9 9 (3.90%) Relational Database
9 9 (3.90%) SQL Server Reporting Services
10 8 (3.46%) SQL Server Analysis Services
11 7 (3.03%) Data Lake
11 7 (3.03%) Hadoop
12 6 (2.60%) PostgreSQL
13 5 (2.16%) Text Mining
14 4 (1.73%) Amazon DynamoDB
14 4 (1.73%) Amazon RDS
14 4 (1.73%) Apache Hive
Development Applications
1 29 (12.55%) Git (software)
2 17 (7.36%) NUnit
3 16 (6.93%) Jenkins
4 12 (5.19%) Babel
4 12 (5.19%) Log4Net
4 12 (5.19%) Rhino Mocks
4 12 (5.19%) webpack
5 8 (3.46%) Team Foundation Server
6 7 (3.03%) CircleCI
6 7 (3.03%) CruiseControl
7 5 (2.16%) MSTest
7 5 (2.16%) SpecFlow
8 4 (1.73%) JIRA
8 4 (1.73%) Subversion
9 3 (1.30%) Gatling
9 3 (1.30%) JMeter
9 3 (1.30%) NeoLoad
9 3 (1.30%) TeamCity
10 2 (0.87%) FindBugs
10 2 (0.87%) Karma Test Runner
General
1 31 (13.42%) Finance
2 5 (2.16%) Manufacturing
3 4 (1.73%) Retail
4 3 (1.30%) Banking
4 3 (1.30%) Telecoms
5 2 (0.87%) Advertising
5 2 (0.87%) Billing
5 2 (0.87%) Legal
6 1 (0.43%) Law
6 1 (0.43%) Marketing
Job Titles
1 108 (46.75%) Developer
2 69 (29.87%) .NET Developer
3 31 (13.42%) DevOps Engineer
4 29 (12.55%) C# Developer
5 27 (11.69%) Senior Developer
6 21 (9.09%) C# .NET Developer
7 19 (8.23%) Architect
8 15 (6.49%) Senior .NET Developer
9 14 (6.06%) Software Engineer
10 11 (4.76%) Consultant
10 11 (4.76%) Senior DevOps
10 11 (4.76%) Senior DevOps Engineer
11 9 (3.90%) Business Intelligence Consultant
11 9 (3.90%) Front End Developer (Client-Side Developer)
11 9 (3.90%) Lead Developer
11 9 (3.90%) SharePoint Developer
12 8 (3.46%) Cloud Architect
12 8 (3.46%) Development Engineer
13 7 (3.03%) Cloud Engineer
13 7 (3.03%) Team Leader
Libraries, Frameworks & Software Standards
1 106 (45.89%) .NET
2 90 (38.96%) AngularJS
3 75 (32.47%) ASP.NET
4 67 (29.00%) HTML
5 50 (21.65%) ASP.NET MVC
6 49 (21.21%) CSS
7 41 (17.75%) React
8 30 (12.99%) ASP.NET Web API
9 29 (12.55%) Node.js
10 21 (9.09%) .NET Core
10 21 (9.09%) Web Services
11 20 (8.66%) JSON
12 19 (8.23%) .NET Framework
12 19 (8.23%) HTML5
13 18 (7.79%) Vue.js
14 17 (7.36%) jQuery
14 17 (7.36%) Redux
15 16 (6.93%) LESS
15 16 (6.93%) Sass
16 14 (6.06%) XML
Miscellaneous
1 23 (9.96%) Analytical Skills
2 17 (7.36%) Enterprise Software
3 15 (6.49%) Hybrid Cloud
4 11 (4.76%) Computer Science
5 8 (3.46%) Data Centre
5 8 (3.46%) Fintech
6 7 (3.03%) Greenfield Project
6 7 (3.03%) Internet of Things
7 6 (2.60%) Enterprise Cloud
7 6 (2.60%) Self-Motivation
8 3 (1.30%) Management Information System
8 3 (1.30%) Mobile App
8 3 (1.30%) N-Tier
9 2 (0.87%) Cloud Native
9 2 (0.87%) Mainframe
9 2 (0.87%) PMI
9 2 (0.87%) Public Cloud
9 2 (0.87%) Replication
9 2 (0.87%) VxBlock/Vblock
10 1 (0.43%) Driving Licence
Operating Systems
1 42 (18.18%) Windows
2 32 (13.85%) Linux
3 21 (9.09%) Unix
4 12 (5.19%) Windows Server
5 6 (2.60%) Windows Server 2012
6 5 (2.16%) Red Hat Enterprise Linux
7 4 (1.73%) Android
7 4 (1.73%) Apple iOS
7 4 (1.73%) CentOS
7 4 (1.73%) Windows 10
7 4 (1.73%) Windows Server 2008
8 3 (1.30%) Ubuntu
9 1 (0.43%) Solaris
9 1 (0.43%) Windows 7
9 1 (0.43%) Windows Phone
9 1 (0.43%) Windows Server 2003
Processes & Methodologies
1 118 (51.08%) Agile Software Development
2 84 (36.36%) MVC
3 60 (25.97%) SDLC
4 42 (18.18%) DevOps
5 31 (13.42%) Collaborative Working
6 30 (12.99%) Scrum
7 27 (11.69%) OO
8 26 (11.26%) Data Modelling
9 25 (10.82%) Microservices
9 25 (10.82%) Service Delivery
10 20 (8.66%) Open Source
10 20 (8.66%) Software Engineering
10 20 (8.66%) TDD
11 19 (8.23%) CRM
12 18 (7.79%) Coaching
13 16 (6.93%) Analytics
13 16 (6.93%) Business Intelligence
14 15 (6.49%) Artificial Intelligence
14 15 (6.49%) Test Automation
15 14 (6.06%) Digital Transformation Programme
Programming Languages
1 127 (54.98%) SQL
2 101 (43.72%) C#
3 79 (34.20%) JavaScript
4 36 (15.58%) Python
5 32 (13.85%) TypeScript
6 30 (12.99%) Java
6 30 (12.99%) T-SQL
7 23 (9.96%) PowerShell
8 14 (6.06%) ES6
9 12 (5.19%) PL/SQL
10 9 (3.90%) Bash Shell
10 9 (3.90%) Scala
11 4 (1.73%) Apple Swift
11 4 (1.73%) Objective-C
11 4 (1.73%) Ruby
12 3 (1.30%) Shell Script
12 3 (1.30%) VB.NET
13 2 (0.87%) ES7
13 2 (0.87%) R
13 2 (0.87%) VB
Qualifications
1 22 (9.52%) Degree
2 12 (5.19%) BPSS Clearance
2 12 (5.19%) Security Cleared
3 6 (2.60%) Microsoft Certification
4 5 (2.16%) Computer Science Degree
5 4 (1.73%) MCSE
6 3 (1.30%) ITIL Certification
7 2 (0.87%) CCNA
7 2 (0.87%) Cisco Certification
7 2 (0.87%) MCSD
7 2 (0.87%) PhD
7 2 (0.87%) PMI Certification
7 2 (0.87%) PRINCE2 Practitioner
8 1 (0.43%) MCP
8 1 (0.43%) MCSA
8 1 (0.43%) VCAP
Quality Assurance & Compliance
1 8 (3.46%) QA
2 7 (3.03%) Data Quality
3 3 (1.30%) SLA
4 2 (0.87%) GCP
5 1 (0.43%) Cyber Essentials
5 1 (0.43%) Cyber Essentials PLUS
5 1 (0.43%) GDPR
System Software
1 19 (8.23%) Docker
2 18 (7.79%) Active Directory
3 13 (5.63%) Hyper-V
4 8 (3.46%) VMware Infrastructure
5 4 (1.73%) HDFS
6 1 (0.43%) Apache Flume
6 1 (0.43%) VMware ESXi
6 1 (0.43%) VMware Workstation
6 1 (0.43%) vSphere
6 1 (0.43%) XenApp
Systems Management
1 28 (12.12%) Opscode Chef
1 28 (12.12%) Puppet
2 25 (10.82%) Ansible
3 7 (3.03%) Nagios
4 5 (2.16%) SCCM
5 3 (1.30%) Icinga
5 3 (1.30%) Microsoft Data Protection Manager
5 3 (1.30%) Microsoft Intune
5 3 (1.30%) SCDPM
5 3 (1.30%) SCOM
6 2 (0.87%) Systems Management Server (SMS)
6 2 (0.87%) Terraform
7 1 (0.43%) Backup Exec
7 1 (0.43%) Forefront Identity Manager
7 1 (0.43%) Host Intrusion Detection System
7 1 (0.43%) Kubernetes
7 1 (0.43%) Malwarebytes
7 1 (0.43%) Network Intrusion Detection System
7 1 (0.43%) Norton AntiVirus
7 1 (0.43%) SCVMM
Vendors
1 81 (35.06%) Microsoft
2 21 (9.09%) Oracle
3 18 (7.79%) Xamarin
4 15 (6.49%) Google
5 12 (5.19%) Cisco
6 11 (4.76%) New Relic
7 10 (4.33%) Tableau
8 9 (3.90%) VMware
9 6 (2.60%) Cognos
10 4 (1.73%) EMC
10 4 (1.73%) Perforce
10 4 (1.73%) SAP
10 4 (1.73%) Sitecore
11 3 (1.30%) Cloudera
11 3 (1.30%) Dell
11 3 (1.30%) Meraki
11 3 (1.30%) Red Hat
11 3 (1.30%) Xero
12 2 (0.87%) Cognizant
12 2 (0.87%) NEC