Period
to 16 September 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 16 September 2019 with a comparison to the same period in the previous 2 years.

Infrastructure as a Service (IaaS)
Scotland > Edinburgh
6 months to
16 Sep 2019
Same period 2018 Same period 2017
Rank 126 120 151
Rank change year-on-year -6 +31 -21
Permanent jobs citing IaaS 31 29 1
As % of all permanent IT jobs advertised in Edinburgh 1.25% 1.16% 0.038%
As % of the Cloud Services category 4.08% 6.08% 0.26%
Number of salaries quoted 20 13 3
Edinburgh median annual salary £55,000 £65,000 £65,000
Median salary % change year-on-year -15.38% - -
Scotland median annual salary £51,214 £51,000 £50,000
% change year-on-year +0.42% +2.00% -1.48%

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 760 477 380
As % of all permanent IT jobs advertised in Edinburgh 30.55% 19.15% 14.48%
Number of salaries quoted 464 281 264
Edinburgh median annual salary £45,162 £52,500 £47,500
Median salary % change year-on-year -13.98% +10.53% +18.75%
10th Percentile £31,250 £31,250 £30,913
90th Percentile £72,500 £75,000 £72,500
Scotland median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +12.50%

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 16 September 2019.

Salary histogram for IaaS in Edinburgh

For the 6 months to 16 September 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 24 (77.42%) Finance
2 23 (74.19%) Agile Software Development
3 22 (70.97%) Ansible
4 21 (67.74%) AWS
4 21 (67.74%) Kubernetes
5 20 (64.52%) Microservices
5 20 (64.52%) Banking
6 19 (61.29%) DevOps
7 18 (58.06%) Software Engineering
8 17 (54.84%) Java
8 17 (54.84%) JavaScript
8 17 (54.84%) OO
8 17 (54.84%) Node.js
9 14 (45.16%) SaaS
9 14 (45.16%) PaaS
9 14 (45.16%) Jenkins
9 14 (45.16%) Azure
10 13 (41.94%) Docker
11 12 (38.71%) Opscode Chef
11 12 (38.71%) Team Foundation Server
11 12 (38.71%) Linux
11 12 (38.71%) .NET
12 11 (35.48%) Windows
12 11 (35.48%) Red Hat Enterprise Linux
12 11 (35.48%) Git (software)
12 11 (35.48%) GCP
12 11 (35.48%) Terraform
13 10 (32.26%) Windows Server
13 10 (32.26%) Open Source
13 10 (32.26%) Distributed Denial-of-Service

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 10 (32.26%) WebSphere
2 2 (6.45%) JBoss
2 2 (6.45%) Tomcat
Cloud Services
1 21 (67.74%) AWS
2 14 (45.16%) Azure
2 14 (45.16%) PaaS
2 14 (45.16%) SaaS
3 11 (35.48%) GCP
4 10 (32.26%) GitHub
5 7 (22.58%) Amazon EC2
6 2 (6.45%) Office 365
7 1 (3.23%) Cloud Computing
Communications & Networking
1 10 (32.26%) Firewall
Database & Business Intelligence
1 2 (6.45%) SQL Server
Development Applications
1 14 (45.16%) Jenkins
2 12 (38.71%) Team Foundation Server
3 11 (35.48%) Git (software)
4 10 (32.26%) IBM UrbanCode
5 2 (6.45%) Cucumber
6 1 (3.23%) Atlassian Bamboo
6 1 (3.23%) Babel
6 1 (3.23%) Mocha
6 1 (3.23%) Selenium
6 1 (3.23%) webpack
General
1 24 (77.42%) Finance
2 20 (64.52%) Banking
Job Titles
1 11 (35.48%) Azure Engineer
1 11 (35.48%) Cloud Engineer
2 10 (32.26%) AWS Consultant
2 10 (32.26%) AWS Engineer
2 10 (32.26%) Azure Consultant
2 10 (32.26%) Cloud Consultant
2 10 (32.26%) Consultant
2 10 (32.26%) DevOps Engineer
3 3 (9.68%) Developer
4 2 (6.45%) .NET Developer
4 2 (6.45%) .NET Software Developer
4 2 (6.45%) C# Developer
4 2 (6.45%) C# Software Developer
4 2 (6.45%) Junior
4 2 (6.45%) Junior C# .NET Developer
4 2 (6.45%) Junior Developer
4 2 (6.45%) Junior SQL Server Developer
4 2 (6.45%) Software Developer
4 2 (6.45%) SQL Developer
4 2 (6.45%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 17 (54.84%) Node.js
2 12 (38.71%) .NET
3 10 (32.26%) .NET Framework
4 9 (29.03%) Web Services
5 7 (22.58%) RESTful
5 7 (22.58%) Spring
6 6 (19.35%) AngularJS
6 6 (19.35%) Ember.js
6 6 (19.35%) React
7 2 (6.45%) .NET Core
7 2 (6.45%) ASP.NET
7 2 (6.45%) ASP.NET Web API
7 2 (6.45%) JSP
8 1 (3.23%) Chai
8 1 (3.23%) Enzyme
8 1 (3.23%) JSON
8 1 (3.23%) OAuth
8 1 (3.23%) OpenID
8 1 (3.23%) SAML
8 1 (3.23%) Sass
Miscellaneous
1 10 (32.26%) Distributed Denial-of-Service
2 5 (16.13%) Cloud Native
3 2 (6.45%) Greenfield Project
4 1 (3.23%) Enterprise Cloud
4 1 (3.23%) Hybrid Cloud
4 1 (3.23%) Public Cloud
Operating Systems
1 12 (38.71%) Linux
2 11 (35.48%) Red Hat Enterprise Linux
2 11 (35.48%) Windows
3 10 (32.26%) Windows Server
4 1 (3.23%) Unix
Processes & Methodologies
1 23 (74.19%) Agile Software Development
2 20 (64.52%) Microservices
3 19 (61.29%) DevOps
4 18 (58.06%) Software Engineering
5 17 (54.84%) OO
6 10 (32.26%) Configuration Management
6 10 (32.26%) DevSecOps
6 10 (32.26%) Digital Banking
6 10 (32.26%) Infrastructure Automation
6 10 (32.26%) Open Source
6 10 (32.26%) Problem-Solving
6 10 (32.26%) Scaled Agile Framework
6 10 (32.26%) Scrum
7 7 (22.58%) TDD
8 4 (12.90%) MVC
9 3 (9.68%) Computer Science
10 2 (6.45%) BDD
10 2 (6.45%) Continuous Integration
10 2 (6.45%) Pair Programming
10 2 (6.45%) Refactoring
Programming Languages
1 17 (54.84%) Java
1 17 (54.84%) JavaScript
2 10 (32.26%) Groovy
3 2 (6.45%) C#
3 2 (6.45%) ES6
4 1 (3.23%) Bash Shell
4 1 (3.23%) Python
4 1 (3.23%) Ruby
4 1 (3.23%) SQL
Qualifications
1 1 (3.23%) Computer Science Degree
1 1 (3.23%) Degree
System Software
1 13 (41.94%) Docker
Systems Management
1 22 (70.97%) Ansible
2 21 (67.74%) Kubernetes
3 12 (38.71%) Opscode Chef
4 11 (35.48%) Terraform
5 2 (6.45%) Puppet
6 1 (3.23%) Nagios
Vendors
1 10 (32.26%) Google
1 10 (32.26%) Red Hat
2 2 (6.45%) Microsoft
3 1 (3.23%) Oracle