Period
to 21 November 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 21 November 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure (formerly Windows Azure)
Scotland > Glasgow
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 22 47 41
Rank change year-on-year +25 -6 +75
Permanent jobs citing Microsoft Azure 221 121 123
As % of all permanent IT jobs advertised in Glasgow 10.40% 5.21% 5.70%
As % of the Cloud Services category 52.62% 42.01% 49.00%
Number of salaries quoted 144 92 79
Glasgow median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% +5.26%
10th Percentile £33,000 £31,325 £27,250
90th Percentile £65,000 £57,500 £54,850
Scotland median annual salary £47,500 £45,250 £40,000
% change year-on-year +4.97% +13.13% +8.11%

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 420 288 251
As % of all permanent IT jobs advertised in Glasgow 19.76% 12.41% 11.64%
Number of salaries quoted 271 185 167
Glasgow median annual salary £47,500 £47,500 £42,500
Median salary % change year-on-year - +11.76% +6.25%
10th Percentile £31,250 £29,000 £26,250
90th Percentile £65,000 £62,000 £60,000
Scotland median annual salary £47,500 £45,000 £41,750
% change year-on-year +5.56% +7.78% +8.44%

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 21 November 2018.

Salary histogram for Microsoft Azure in Glasgow

For the 6 months to 21 November 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.

1 110 (49.77%) SQL
2 101 (45.70%) Agile Software Development
3 93 (42.08%) .NET
4 89 (40.27%) Amazon AWS
5 88 (39.82%) C#
6 84 (38.01%) SQL Server
7 81 (36.65%) Microsoft
8 74 (33.48%) JavaScript
9 67 (30.32%) MVC
10 62 (28.05%) AngularJS
11 60 (27.15%) ASP.NET
12 55 (24.89%) SDLC
13 51 (23.08%) HTML
14 44 (19.91%) CSS
15 41 (18.55%) ASP.NET MVC
16 39 (17.65%) DevOps
16 39 (17.65%) Windows
17 37 (16.74%) Git (software)
18 35 (15.84%) React
19 32 (14.48%) Linux
19 32 (14.48%) Python
19 32 (14.48%) Finance
20 31 (14.03%) Office 365
21 29 (13.12%) Java
22 28 (12.67%) CRM
23 27 (12.22%) Scrum
23 27 (12.22%) Degree
24 26 (11.76%) Business Intelligence
25 25 (11.31%) OO
25 25 (11.31%) ASP.NET Web API

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 13 (5.88%) SharePoint
2 12 (5.43%) Skype for Business
3 10 (4.52%) Apache Spark
4 5 (2.26%) Apache
4 5 (2.26%) Tomcat
5 3 (1.36%) CMS
5 3 (1.36%) MS Exchange
6 1 (0.45%) Apache Solr
6 1 (0.45%) Drupal
6 1 (0.45%) Exchange Server 2010
6 1 (0.45%) IIS
6 1 (0.45%) MQSeries
6 1 (0.45%) Oracle SOA Suite
6 1 (0.45%) Sitecore CMS
6 1 (0.45%) Umbraco
6 1 (0.45%) WebSphere
6 1 (0.45%) WebSphere Application Server
6 1 (0.45%) WordPress
Applications
1 14 (6.33%) Microsoft Office
2 1 (0.45%) Microsoft Project
Business Applications
1 17 (7.69%) Dynamics CRM
2 11 (4.98%) Dynamics AX
Cloud Services
1 89 (40.27%) Amazon AWS
2 31 (14.03%) Office 365
3 19 (8.60%) Google Cloud Platform
4 18 (8.14%) Cloud Computing
5 13 (5.88%) Serverless
6 12 (5.43%) IaaS
7 11 (4.98%) Azure Functions
8 9 (4.07%) PaaS
8 9 (4.07%) Yammer
9 7 (3.17%) Amazon CloudWatch
10 6 (2.71%) GitHub
10 6 (2.71%) npm
10 6 (2.71%) SaaS
11 4 (1.81%) Datadog
11 4 (1.81%) Dynamics 365
12 3 (1.36%) Amazon SQS
12 3 (1.36%) Google Compute Engine
13 1 (0.45%) AWS Lambda
13 1 (0.45%) Azure Active Directory
13 1 (0.45%) Virtual Private Cloud
Communications & Networking
1 14 (6.33%) Skype
2 12 (5.43%) Intranet
3 9 (4.07%) Firewall
3 9 (4.07%) Internet
4 8 (3.62%) DNS
5 7 (3.17%) DHCP
5 7 (3.17%) LAN
5 7 (3.17%) WAN
6 5 (2.26%) Network Security
6 5 (2.26%) SAN
7 4 (1.81%) AMQP
7 4 (1.81%) HTTP
7 4 (1.81%) TCP/IP
7 4 (1.81%) Unified Communications
7 4 (1.81%) VPN
8 3 (1.36%) VLAN
8 3 (1.36%) VoIP
9 2 (0.90%) Wi-Fi
9 2 (0.90%) WLAN
10 1 (0.45%) Wireless
Database & Business Intelligence
1 84 (38.01%) SQL Server
2 24 (10.86%) NoSQL
3 21 (9.50%) Power BI
4 18 (8.14%) Big Data
5 17 (7.69%) Data Warehouse
6 15 (6.79%) MySQL
6 15 (6.79%) Relational Database
7 12 (5.43%) SQL Server Integration Services
8 11 (4.98%) MongoDB
9 10 (4.52%) SQL Server 2012
10 9 (4.07%) Azure SQL Database
11 7 (3.17%) Amazon DynamoDB
11 7 (3.17%) Amazon RDS
11 7 (3.17%) PostgreSQL
12 6 (2.71%) Cosmos DB
12 6 (2.71%) SQL Server Reporting Services
13 5 (2.26%) Data Lake
13 5 (2.26%) Hadoop
13 5 (2.26%) Text Mining
14 4 (1.81%) Apache Hive
Development Applications
1 37 (16.74%) Git (software)
2 23 (10.41%) Jenkins
3 11 (4.98%) CircleCI
3 11 (4.98%) CruiseControl
4 9 (4.07%) Team Foundation Server
5 8 (3.62%) NUnit
6 6 (2.71%) JIRA
6 6 (2.71%) Subversion
7 5 (2.26%) MSTest
7 5 (2.26%) SpecFlow
8 4 (1.81%) TeamCity
8 4 (1.81%) Visual Studio
9 3 (1.36%) Hudson
9 3 (1.36%) JMeter
9 3 (1.36%) Log4Net
9 3 (1.36%) Maven
9 3 (1.36%) NeoLoad
9 3 (1.36%) Rhino Mocks
9 3 (1.36%) Selenium
9 3 (1.36%) webpack
General
1 32 (14.48%) Finance
2 5 (2.26%) Retail
3 4 (1.81%) Banking
4 3 (1.36%) Billing
4 3 (1.36%) Manufacturing
4 3 (1.36%) Telecoms
5 2 (0.90%) Legal
6 1 (0.45%) Law
6 1 (0.45%) Marketing
Job Titles
1 102 (46.15%) Developer
2 56 (25.34%) .NET Developer
3 31 (14.03%) DevOps Engineer
4 30 (13.57%) Senior Developer
5 21 (9.50%) C# Developer
6 18 (8.14%) Senior .NET Developer
7 17 (7.69%) C# .NET Developer
8 15 (6.79%) Consultant
8 15 (6.79%) Software Developer
9 14 (6.33%) Software Engineer
10 13 (5.88%) Business Intelligence Consultant
11 12 (5.43%) Architect
12 11 (4.98%) Lead Developer
13 10 (4.52%) Business Consultant
13 10 (4.52%) Development Engineer
13 10 (4.52%) Java Developer
14 9 (4.07%) Senior Software Developer
14 9 (4.07%) SharePoint Developer
15 8 (3.62%) Front End Developer (Client-Side Developer)
16 7 (3.17%) Team Leader
Libraries, Frameworks & Software Standards
1 93 (42.08%) .NET
2 62 (28.05%) AngularJS
3 60 (27.15%) ASP.NET
4 51 (23.08%) HTML
5 44 (19.91%) CSS
6 41 (18.55%) ASP.NET MVC
7 35 (15.84%) React
8 25 (11.31%) ASP.NET Web API
9 24 (10.86%) Web Services
10 21 (9.50%) .NET Core
10 21 (9.50%) .NET Framework
11 17 (7.69%) Entity Framework
11 17 (7.69%) HTML5
12 14 (6.33%) jQuery
13 13 (5.88%) CSS3
14 12 (5.43%) Node.js
15 10 (4.52%) Twitter Bootstrap
16 9 (4.07%) Vue.js
17 8 (3.62%) Ajax
18 7 (3.17%) SignalR
Miscellaneous
1 20 (9.05%) Enterprise Software
2 17 (7.69%) Analytical Skills
3 16 (7.24%) Hybrid Cloud
4 15 (6.79%) Computer Science
5 13 (5.88%) Mobile App
6 11 (4.98%) Greenfield Project
7 10 (4.52%) Data Centre
7 10 (4.52%) Self-Motivation
8 8 (3.62%) Fintech
9 7 (3.17%) Internet of Things
10 5 (2.26%) Client/Server
11 3 (1.36%) Cloud Native
11 3 (1.36%) N-Tier
11 3 (1.36%) PMI
11 3 (1.36%) Public Cloud
11 3 (1.36%) Replication
11 3 (1.36%) VxBlock/Vblock
12 2 (0.90%) Augmented Reality
12 2 (0.90%) Mainframe
12 2 (0.90%) Management Information System
Operating Systems
1 39 (17.65%) Windows
2 32 (14.48%) Linux
3 19 (8.60%) Unix
4 14 (6.33%) Windows Server
5 7 (3.17%) Red Hat Enterprise Linux
6 6 (2.71%) Windows Server 2012
7 4 (1.81%) Android
7 4 (1.81%) Apple iOS
7 4 (1.81%) CentOS
7 4 (1.81%) Windows 10
7 4 (1.81%) Windows Server 2008
8 3 (1.36%) Ubuntu
9 1 (0.45%) Solaris
9 1 (0.45%) Windows 7
9 1 (0.45%) Windows Phone
9 1 (0.45%) Windows Server 2003
Processes & Methodologies
1 101 (45.70%) Agile Software Development
2 67 (30.32%) MVC
3 55 (24.89%) SDLC
4 39 (17.65%) DevOps
5 28 (12.67%) CRM
6 27 (12.22%) Scrum
7 26 (11.76%) Business Intelligence
8 25 (11.31%) Microservices
8 25 (11.31%) OO
9 22 (9.95%) Coaching
9 22 (9.95%) Data Modelling
9 22 (9.95%) Test Automation
10 21 (9.50%) TDD
11 20 (9.05%) Service Delivery
11 20 (9.05%) Software Engineering
12 19 (8.60%) Mentoring
13 16 (7.24%) Analytics
13 16 (7.24%) Open Source
14 15 (6.79%) Artificial Intelligence
15 14 (6.33%) ETL
Programming Languages
1 110 (49.77%) SQL
2 88 (39.82%) C#
3 74 (33.48%) JavaScript
4 32 (14.48%) Python
5 29 (13.12%) Java
6 22 (9.95%) TypeScript
7 16 (7.24%) T-SQL
8 13 (5.88%) Scala
9 12 (5.43%) Bash Shell
10 11 (4.98%) PowerShell
11 5 (2.26%) ES6
12 4 (1.81%) Apple Swift
12 4 (1.81%) Objective-C
12 4 (1.81%) Ruby
13 3 (1.36%) PL/SQL
13 3 (1.36%) R
13 3 (1.36%) Shell Script
14 2 (0.90%) ES7
14 2 (0.90%) VB
14 2 (0.90%) VB.NET
Qualifications
1 27 (12.22%) Degree
2 11 (4.98%) Microsoft Certification
3 7 (3.17%) CCNA
3 7 (3.17%) Cisco Certification
4 6 (2.71%) MCP
4 6 (2.71%) MCSA
5 5 (2.26%) CCENT
5 5 (2.26%) CompTIA Security+
5 5 (2.26%) Computer Science Degree
5 5 (2.26%) Network+ Certification
6 4 (1.81%) MCSE
7 3 (1.36%) BPSS Clearance
7 3 (1.36%) ITIL Certification
7 3 (1.36%) PMI Certification
7 3 (1.36%) PRINCE2 Practitioner
7 3 (1.36%) Security Cleared
8 2 (0.90%) MCSD
8 2 (0.90%) PhD
9 1 (0.45%) HND
9 1 (0.45%) PMP
Quality Assurance & Compliance
1 14 (6.33%) QA
2 11 (4.98%) Data Quality
3 2 (0.90%) SLA
4 1 (0.45%) Cyber Essentials
4 1 (0.45%) Cyber Essentials PLUS
4 1 (0.45%) GDPR
System Software
1 24 (10.86%) Docker
2 14 (6.33%) Hyper-V
3 13 (5.88%) Active Directory
4 8 (3.62%) VMware Infrastructure
5 4 (1.81%) HDFS
6 2 (0.90%) VMware ESXi
7 1 (0.45%) Apache Flume
7 1 (0.45%) Virtual Machines
7 1 (0.45%) vSphere
7 1 (0.45%) XenApp
7 1 (0.45%) XenDesktop
Systems Management
1 24 (10.86%) Ansible
2 22 (9.95%) Opscode Chef
2 22 (9.95%) Puppet
3 13 (5.88%) Kubernetes
4 7 (3.17%) Nagios
5 6 (2.71%) SCCM
6 4 (1.81%) Icinga
6 4 (1.81%) Terraform
7 3 (1.36%) Microsoft Data Protection Manager
7 3 (1.36%) Microsoft Intune
7 3 (1.36%) SCDPM
7 3 (1.36%) SCOM
8 2 (0.90%) Systems Management Server (SMS)
9 1 (0.45%) Backup Exec
9 1 (0.45%) Core Impact
9 1 (0.45%) Forefront Identity Manager
9 1 (0.45%) HAProxy
9 1 (0.45%) Nessus
9 1 (0.45%) Norton AntiVirus
9 1 (0.45%) SCVMM
Vendors
1 81 (36.65%) Microsoft
2 22 (9.95%) Google
3 18 (8.14%) Cisco
3 18 (8.14%) Xamarin
4 17 (7.69%) Oracle
5 14 (6.33%) New Relic
5 14 (6.33%) Tableau
6 11 (4.98%) VMware
7 10 (4.52%) Cognos
8 5 (2.26%) Perforce
9 4 (1.81%) Citrix
9 4 (1.81%) Dell
9 4 (1.81%) Sitecore
10 3 (1.36%) Cloudera
10 3 (1.36%) EMC
10 3 (1.36%) Meraki
10 3 (1.36%) NEC
10 3 (1.36%) Red Hat
10 3 (1.36%) SAP
10 3 (1.36%) Xero