Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period in the previous 2 years.

Microsoft Azure (formerly Windows Azure)
Scotland > Glasgow
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 21 42 38
Rank change year-on-year +21 -4 +69
Permanent jobs citing Microsoft Azure 204 137 114
As % of all permanent IT jobs advertised in Glasgow 10.25% 6.21% 5.97%
As % of the Cloud Services category 49.04% 44.48% 48.51%
Number of salaries quoted 136 99 87
Glasgow median annual salary £50,000 £48,000 £40,000
Median salary % change year-on-year +4.17% +20.00% +5.26%
10th Percentile £31,250 £33,000 £27,000
90th Percentile £68,125 £57,500 £58,250
Scotland median annual salary £49,500 £45,000 £42,500
% change year-on-year +10.00% +5.88% +6.25%

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 416 308 235
As % of all permanent IT jobs advertised in Glasgow 20.89% 13.96% 12.32%
Number of salaries quoted 280 202 167
Glasgow median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% -11.11%
10th Percentile £28,998 £33,000 £25,000
90th Percentile £67,362 £67,500 £58,950
Scotland median annual salary £47,500 £44,000 £42,500
% change year-on-year +7.95% +3.53% -

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 18 January 2019.

Salary histogram for Microsoft Azure in Glasgow

For the 6 months to 18 January 2019, 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 87 (42.65%) Amazon AWS
2 85 (41.67%) SQL
3 84 (41.18%) Agile Software Development
4 80 (39.22%) .NET
5 78 (38.24%) C#
6 70 (34.31%) SQL Server
7 67 (32.84%) JavaScript
8 66 (32.35%) Microsoft
9 61 (29.90%) MVC
10 57 (27.94%) ASP.NET
11 40 (19.61%) HTML
11 40 (19.61%) React
12 39 (19.12%) ASP.NET MVC
13 37 (18.14%) AngularJS
14 36 (17.65%) CSS
15 34 (16.67%) Microservices
15 34 (16.67%) SDLC
16 33 (16.18%) Windows
16 33 (16.18%) Finance
17 31 (15.20%) Google
17 31 (15.20%) Docker
18 29 (14.22%) DevOps
18 29 (14.22%) Python
18 29 (14.22%) Business Intelligence
19 28 (13.73%) TDD
20 27 (13.24%) Java
21 26 (12.75%) Scrum
22 25 (12.25%) NoSQL
23 24 (11.76%) Google Cloud Platform
24 23 (11.27%) Mentoring

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 14 (6.86%) Apache Spark
2 5 (2.45%) SharePoint
3 4 (1.96%) Apache
3 4 (1.96%) Skype for Business
4 3 (1.47%) Tomcat
5 2 (0.98%) CMS
5 2 (0.98%) IBM Notes
5 2 (0.98%) WebSphere
6 1 (0.49%) Apache Solr
6 1 (0.49%) Elasticsearch
6 1 (0.49%) IIS
6 1 (0.49%) MQSeries
6 1 (0.49%) Oracle SOA Suite
6 1 (0.49%) WebSphere Application Server
Applications
1 7 (3.43%) Microsoft Office
2 1 (0.49%) Microsoft Project
Business Applications
1 9 (4.41%) Dynamics CRM
2 7 (3.43%) Dynamics AX
Cloud Services
1 87 (42.65%) Amazon AWS
2 24 (11.76%) Google Cloud Platform
3 19 (9.31%) Office 365
4 17 (8.33%) Cloud Computing
5 12 (5.88%) SaaS
6 10 (4.90%) IaaS
6 10 (4.90%) PaaS
7 7 (3.43%) Amazon CloudWatch
7 7 (3.43%) Serverless
8 4 (1.96%) Azure Functions
8 4 (1.96%) GitHub
8 4 (1.96%) Yammer
9 3 (1.47%) Amazon SQS
9 3 (1.47%) Azure Active Directory
10 2 (0.98%) AWS Lambda
10 2 (0.98%) Google Compute Engine
11 1 (0.49%) Amazon EMR
11 1 (0.49%) Amazon S3
11 1 (0.49%) Google Play
11 1 (0.49%) Virtual Private Cloud
Communications & Networking
1 8 (3.92%) AMQP
2 7 (3.43%) Internet
2 7 (3.43%) Skype
3 6 (2.94%) Firewall
3 6 (2.94%) HTTP
4 5 (2.45%) LAN
4 5 (2.45%) Network Security
4 5 (2.45%) WAN
5 4 (1.96%) DNS
5 4 (1.96%) Intranet
5 4 (1.96%) TCP/IP
5 4 (1.96%) Unified Communications
6 3 (1.47%) DHCP
7 2 (0.98%) VLAN
7 2 (0.98%) Wi-Fi
8 1 (0.49%) MPLS
8 1 (0.49%) SAN
8 1 (0.49%) SSL
8 1 (0.49%) VPN
8 1 (0.49%) Wireless
Database & Business Intelligence
1 70 (34.31%) SQL Server
2 25 (12.25%) NoSQL
3 23 (11.27%) Power BI
4 20 (9.80%) Data Warehouse
5 17 (8.33%) Big Data
6 16 (7.84%) Relational Database
7 13 (6.37%) MongoDB
8 12 (5.88%) MySQL
9 10 (4.90%) Azure SQL Database
10 9 (4.41%) SQL Server Integration Services
11 8 (3.92%) SQL Server Reporting Services
12 7 (3.43%) Amazon DynamoDB
12 7 (3.43%) Amazon RDS
12 7 (3.43%) Cosmos DB
12 7 (3.43%) Hadoop
12 7 (3.43%) PostgreSQL
13 6 (2.94%) SQL Server Analysis Services
14 5 (2.45%) Data Lake
14 5 (2.45%) RDBMS
14 5 (2.45%) Text Mining
Development Applications
1 23 (11.27%) Git (software)
2 21 (10.29%) Jenkins
3 12 (5.88%) Visual Studio
4 10 (4.90%) CircleCI
4 10 (4.90%) CruiseControl
5 7 (3.43%) TeamCity
6 6 (2.94%) Karma Test Runner
6 6 (2.94%) Mocha
7 5 (2.45%) JIRA
7 5 (2.45%) Selenium
7 5 (2.45%) Subversion
8 4 (1.96%) Maven
8 4 (1.96%) Team Foundation Server
9 3 (1.47%) Gatling
9 3 (1.47%) GitLab
9 3 (1.47%) Hudson
9 3 (1.47%) JMeter
9 3 (1.47%) JUnit
9 3 (1.47%) NeoLoad
10 2 (0.98%) IntelliJ
General
1 33 (16.18%) Finance
2 3 (1.47%) Banking
2 3 (1.47%) Billing
2 3 (1.47%) Financial Institution
2 3 (1.47%) Telecoms
3 2 (0.98%) Manufacturing
3 2 (0.98%) Retail
4 1 (0.49%) Games
4 1 (0.49%) Legal
Job Titles
1 96 (47.06%) Developer
2 46 (22.55%) .NET Developer
3 27 (13.24%) Senior Developer
4 20 (9.80%) C# Developer
4 20 (9.80%) Software Developer
5 19 (9.31%) C# .NET Developer
6 18 (8.82%) DevOps Engineer
7 15 (7.35%) Architect
7 15 (7.35%) Business Intelligence Consultant
7 15 (7.35%) Consultant
7 15 (7.35%) Java Developer
7 15 (7.35%) Senior .NET Developer
8 12 (5.88%) Business Consultant
9 10 (4.90%) Senior Software Developer
10 9 (4.41%) Front End Developer (Client-Side Developer)
10 9 (4.41%) Software Engineer
11 7 (3.43%) C# Software Engineer
12 6 (2.94%) Analyst
12 6 (2.94%) Lead Developer
12 6 (2.94%) Team Leader
Libraries, Frameworks & Software Standards
1 80 (39.22%) .NET
2 57 (27.94%) ASP.NET
3 40 (19.61%) HTML
3 40 (19.61%) React
4 39 (19.12%) ASP.NET MVC
5 37 (18.14%) AngularJS
6 36 (17.65%) CSS
7 22 (10.78%) .NET Core
8 21 (10.29%) ASP.NET Web API
9 15 (7.35%) .NET Framework
10 14 (6.86%) Web Services
11 12 (5.88%) Entity Framework
11 12 (5.88%) HTML5
12 11 (5.39%) Kafka
13 9 (4.41%) REST
13 9 (4.41%) RESTful
14 8 (3.92%) Ajax
14 8 (3.92%) CSS3
14 8 (3.92%) WCF
15 7 (3.43%) jQuery
Miscellaneous
1 23 (11.27%) Mobile App
2 16 (7.84%) Greenfield Project
3 13 (6.37%) Data Centre
4 11 (5.39%) Enterprise Software
4 11 (5.39%) Hybrid Cloud
5 10 (4.90%) Analytical Skills
6 9 (4.41%) Self-Motivation
7 8 (3.92%) Fintech
8 5 (2.45%) Client/Server
8 5 (2.45%) Internet of Things
9 4 (1.96%) Augmented Reality
9 4 (1.96%) Cloud Native
10 3 (1.47%) Clustering
10 3 (1.47%) N-Tier
10 3 (1.47%) PMI
10 3 (1.47%) Public Cloud
10 3 (1.47%) Replication
10 3 (1.47%) VxBlock/Vblock
10 3 (1.47%) Wiki
11 2 (0.98%) Mainframe
Operating Systems
1 33 (16.18%) Windows
2 16 (7.84%) Linux
3 11 (5.39%) Unix
4 10 (4.90%) Windows Server
5 4 (1.96%) Red Hat Enterprise Linux
6 3 (1.47%) Windows Server 2008
6 3 (1.47%) Windows Server 2012
7 2 (0.98%) Windows 7
8 1 (0.49%) Android
8 1 (0.49%) Windows 10
Processes & Methodologies
1 84 (41.18%) Agile Software Development
2 61 (29.90%) MVC
3 34 (16.67%) Microservices
3 34 (16.67%) SDLC
4 29 (14.22%) Business Intelligence
4 29 (14.22%) DevOps
5 28 (13.73%) TDD
6 26 (12.75%) Scrum
7 23 (11.27%) Mentoring
8 21 (10.29%) CRM
8 21 (10.29%) Software Engineering
8 21 (10.29%) Test Automation
9 20 (9.80%) OO
10 19 (9.31%) ETL
11 18 (8.82%) Stakeholder Management
12 17 (8.33%) Continuous Improvement
12 17 (8.33%) Data Modelling
13 15 (7.35%) Artificial Intelligence
14 13 (6.37%) Computer Science
14 13 (6.37%) Continuous Integration
Programming Languages
1 85 (41.67%) SQL
2 78 (38.24%) C#
3 67 (32.84%) JavaScript
4 29 (14.22%) Python
5 27 (13.24%) Java
6 12 (5.88%) Bash Shell
6 12 (5.88%) Scala
7 7 (3.43%) T-SQL
8 6 (2.94%) ES6
8 6 (2.94%) ES7
8 6 (2.94%) PowerShell
8 6 (2.94%) Shell Script
8 6 (2.94%) TypeScript
9 4 (1.96%) R
10 2 (0.98%) VB
11 1 (0.49%) C
11 1 (0.49%) F#
11 1 (0.49%) Java 8
11 1 (0.49%) Ruby
Qualifications
1 20 (9.80%) Degree
2 10 (4.90%) Microsoft Certification
3 8 (3.92%) CCNA
3 8 (3.92%) Cisco Certification
3 8 (3.92%) MCSA
4 7 (3.43%) MCP
5 5 (2.45%) CCENT
5 5 (2.45%) CompTIA Security+
5 5 (2.45%) Network+ Certification
6 3 (1.47%) HND
6 3 (1.47%) ITIL Certification
6 3 (1.47%) MCSD
6 3 (1.47%) PMI Certification
6 3 (1.47%) PRINCE2 Practitioner
7 2 (0.98%) PhD
8 1 (0.49%) CCNP
8 1 (0.49%) CISSP
8 1 (0.49%) MCSE
8 1 (0.49%) PMP
8 1 (0.49%) SSCP
Quality Assurance & Compliance
1 11 (5.39%) Data Quality
2 9 (4.41%) QA
3 2 (0.98%) GDPR
3 2 (0.98%) SLA
4 1 (0.49%) Cyber Essentials
4 1 (0.49%) Cyber Essentials PLUS
4 1 (0.49%) ISO/IEC 27001
System Software
1 31 (15.20%) Docker
2 12 (5.88%) Active Directory
3 8 (3.92%) Hyper-V
4 5 (2.45%) VMware Infrastructure
5 4 (1.96%) HDFS
6 2 (0.98%) Virtual Desktop
6 2 (0.98%) Virtual Machines
7 1 (0.49%) Apache Flume
7 1 (0.49%) VMware ESXi
7 1 (0.49%) XenDesktop
Systems Management
1 23 (11.27%) Kubernetes
2 20 (9.80%) Ansible
3 18 (8.82%) Opscode Chef
4 17 (8.33%) Puppet
5 8 (3.92%) Terraform
6 5 (2.45%) SCCM
7 3 (1.47%) Microsoft Intune
8 2 (0.98%) AirWatch
8 2 (0.98%) Graphite
8 2 (0.98%) HAProxy
8 2 (0.98%) Icinga
8 2 (0.98%) Microsoft Clustering
8 2 (0.98%) Packer
8 2 (0.98%) SCOM
8 2 (0.98%) Systems Management Server (SMS)
9 1 (0.49%) Forefront Identity Manager
9 1 (0.49%) Hadoop YARN
9 1 (0.49%) Nessus
9 1 (0.49%) Nexpose
9 1 (0.49%) SCVMM
Vendors
1 66 (32.35%) Microsoft
2 31 (15.20%) Google
3 22 (10.78%) Xamarin
4 19 (9.31%) Oracle
5 16 (7.84%) Tableau
6 15 (7.35%) Cisco
7 12 (5.88%) VMware
8 10 (4.90%) Cognos
9 7 (3.43%) Citrix
9 7 (3.43%) New Relic
10 4 (1.96%) Cloudera
10 4 (1.96%) Cognizant
11 3 (1.47%) Dell
11 3 (1.47%) EMC
11 3 (1.47%) NEC
11 3 (1.47%) Perforce
12 2 (0.98%) IBM
12 2 (0.98%) Lotus
12 2 (0.98%) Salesforce.com
12 2 (0.98%) SAP