Period
to 20 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for IaaS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited IaaS over the 6 months to 20 April 2019 with a comparison to the same period in the previous 2 years.

Infrastructure as a Service (IaaS)
Scotland > Edinburgh
6 months to
20 Apr 2019
Same period 2018 Same period 2017
Rank 129 101 130
Rank change year-on-year -28 +29 +4
Permanent jobs citing IaaS 24 46 10
As % of all permanent IT jobs advertised in Edinburgh 0.91% 1.74% 0.45%
As % of the Cloud Services category 4.32% 9.37% 4.05%
Number of salaries quoted 15 31 8
Edinburgh median annual salary £55,000 £65,000 £65,000
Median salary % change year-on-year -15.38% - +10.64%
10th Percentile £23,000 £37,500 £49,625
90th Percentile £93,750 £75,000 £83,750
Scotland median annual salary £55,000 £65,000 £65,000
% change year-on-year -15.38% - +44.44%

IaaS 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 Edinburgh with a requirement for cloud computing skills.

All Cloud Skills
Edinburgh
Permanent vacancies with a requirement for cloud computing skills 555 491 247
As % of all permanent IT jobs advertised in Edinburgh 21.09% 18.58% 11.12%
Number of salaries quoted 325 304 173
Edinburgh median annual salary £47,500 £47,750 £47,500
Median salary % change year-on-year -0.52% +0.53% +5.56%
10th Percentile £29,000 £28,700 £30,250
90th Percentile £67,500 £67,500 £75,000
Scotland median annual salary £46,500 £45,000 £45,000
% change year-on-year +3.33% - +5.88%

IaaS
Job Vacancy Trend in Edinburgh

Job postings citing IaaS as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for IaaS in Edinburgh

IaaS
Salary Trend in Edinburgh

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

Salary trend for IaaS in Edinburgh

IaaS
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing IaaS in Edinburgh over the 6 months to 20 April 2019.

Salary histogram for IaaS in Edinburgh

For the 6 months to 20 April 2019, IT jobs citing IaaS 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 Edinburgh region with a requirement for IaaS.

1 22 (91.67%) PaaS
2 21 (87.50%) SaaS
3 18 (75.00%) Agile Software Development
4 16 (66.67%) Amazon AWS
4 16 (66.67%) Finance
5 15 (62.50%) Microsoft Azure
6 10 (41.67%) Ansible
6 10 (41.67%) Google Cloud Platform
7 9 (37.50%) Terraform
7 9 (37.50%) DevOps
7 9 (37.50%) Microservices
7 9 (37.50%) Kubernetes
7 9 (37.50%) Banking
7 9 (37.50%) Google
8 8 (33.33%) Mentoring
9 7 (29.17%) Change Management
10 6 (25.00%) MVC
10 6 (25.00%) Prototyping
11 5 (20.83%) Docker
11 5 (20.83%) Web Services
11 5 (20.83%) Software Engineering
11 5 (20.83%) Computer Science
12 4 (16.67%) C#
12 4 (16.67%) .NET
12 4 (16.67%) Microsoft
12 4 (16.67%) ASP.NET Web API
12 4 (16.67%) .NET Core
13 3 (12.50%) SDLC
13 3 (12.50%) Greenfield Project
13 3 (12.50%) Jenkins

IaaS
Co-occurring IT Skills in Edinburgh 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 2 (8.33%) JBoss
1 2 (8.33%) Tomcat
Cloud Services
1 22 (91.67%) PaaS
2 21 (87.50%) SaaS
3 16 (66.67%) Amazon AWS
4 15 (62.50%) Microsoft Azure
5 10 (41.67%) Google Cloud Platform
6 3 (12.50%) Office 365
7 2 (8.33%) Amazon EC2
Database & Business Intelligence
1 3 (12.50%) SQL Server
Development Applications
1 3 (12.50%) Jenkins
1 3 (12.50%) Team Foundation Server
2 2 (8.33%) Cucumber
3 1 (4.17%) Babel
3 1 (4.17%) Git (software)
3 1 (4.17%) Mocha
3 1 (4.17%) Selenium
3 1 (4.17%) webpack
General
1 16 (66.67%) Finance
2 9 (37.50%) Banking
Job Titles
1 10 (41.67%) Cloud Engineer
2 9 (37.50%) AWS Engineer
2 9 (37.50%) Azure Engineer
3 6 (25.00%) AWS Consultant
3 6 (25.00%) Azure Consultant
3 6 (25.00%) Cloud Consultant
3 6 (25.00%) Consultant
3 6 (25.00%) DevOps Engineer
4 5 (20.83%) Developer
5 4 (16.67%) Architect
5 4 (16.67%) Azure Architect
5 4 (16.67%) C# Developer
5 4 (16.67%) Cloud Architect
6 3 (12.50%) Junior
6 3 (12.50%) Junior .NET Developer
6 3 (12.50%) Junior C# Developer
6 3 (12.50%) Junior Developer
6 3 (12.50%) Software Developer
6 3 (12.50%) SQL Developer
6 3 (12.50%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 5 (20.83%) Web Services
2 4 (16.67%) .NET
2 4 (16.67%) .NET Core
2 4 (16.67%) ASP.NET Web API
3 3 (12.50%) ASP.NET
4 2 (8.33%) JSP
4 2 (8.33%) Node.js
4 2 (8.33%) RESTful
4 2 (8.33%) Spring
5 1 (4.17%) AngularJS
5 1 (4.17%) Chai
5 1 (4.17%) Ember.js
5 1 (4.17%) Enzyme
5 1 (4.17%) JSON
5 1 (4.17%) OAuth
5 1 (4.17%) OpenID
5 1 (4.17%) React
5 1 (4.17%) Redux
5 1 (4.17%) SAML
5 1 (4.17%) Sass
Miscellaneous
1 3 (12.50%) Greenfield Project
2 1 (4.17%) Client/Server
2 1 (4.17%) Hybrid Cloud
2 1 (4.17%) Public Cloud
Operating Systems
1 1 (4.17%) Linux
1 1 (4.17%) Unix
1 1 (4.17%) Windows
Processes & Methodologies
1 18 (75.00%) Agile Software Development
2 9 (37.50%) DevOps
2 9 (37.50%) Microservices
3 8 (33.33%) Mentoring
4 7 (29.17%) Change Management
5 6 (25.00%) MVC
5 6 (25.00%) Prototyping
6 5 (20.83%) Computer Science
6 5 (20.83%) Software Engineering
7 3 (12.50%) SDLC
7 3 (12.50%) TOGAF
7 3 (12.50%) Zachman Framework
8 2 (8.33%) BDD
8 2 (8.33%) Coaching
8 2 (8.33%) Continuous Integration
8 2 (8.33%) OO
8 2 (8.33%) Pair Programming
8 2 (8.33%) Refactoring
8 2 (8.33%) TDD
8 2 (8.33%) Test Automation
Programming Languages
1 4 (16.67%) C#
2 2 (8.33%) ES6
2 2 (8.33%) Java
2 2 (8.33%) JavaScript
3 1 (4.17%) Bash Shell
3 1 (4.17%) Python
3 1 (4.17%) Ruby
3 1 (4.17%) SQL
Qualifications
1 2 (8.33%) Degree
2 1 (4.17%) Computer Science Degree
System Software
1 5 (20.83%) Docker
2 1 (4.17%) Active Directory
Systems Management
1 10 (41.67%) Ansible
2 9 (37.50%) Kubernetes
2 9 (37.50%) Terraform
3 1 (4.17%) Opscode Chef
3 1 (4.17%) Puppet
Vendors
1 9 (37.50%) Google
2 4 (16.67%) Microsoft
3 1 (4.17%) Oracle