Period
to 5 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Cloud Computing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloud Computing over the 6 months to 5 August 2020 with a comparison to the same period in the previous 2 years.

Cloud Computing
Scotland > Edinburgh
6 months to
5 Aug 2020
Same period 2019 Same period 2018
Rank 69 138 117
Rank change year-on-year +69 -21 +16
Permanent jobs citing Cloud Computing 12 21 33
As % of all permanent jobs advertised in Edinburgh 1.26% 0.81% 1.29%
As % of the Cloud Services category 3.74% 2.73% 6.52%
Number of salaries quoted 14 13 16
Median annual salary £60,000 £60,000 £63,500
Median salary % change year-on-year - -5.51% +5.83%
10th Percentile £37,500 £45,500 £32,500
90th Percentile £83,500 £72,500 £86,250
Scotland median annual salary £50,000 £56,062 £54,000
% change year-on-year -10.81% +3.82% -6.09%

Cloud Computing 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 321 770 506
As % of all permanent IT jobs advertised in Edinburgh 33.83% 29.68% 19.77%
Number of salaries quoted 188 462 309
Median annual salary £50,000 £45,100 £52,500
Median salary % change year-on-year +10.86% -14.10% +5.00%
10th Percentile £32,500 £30,000 £31,250
90th Percentile £75,000 £72,500 £75,000
Scotland median annual salary £50,000 £45,000 £46,500
% change year-on-year +11.11% -3.23% +3.33%

Cloud Computing
Job Vacancy Trend in Edinburgh

Job postings citing Cloud Computing as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Cloud Computing in Edinburgh

Cloud Computing
Salary Trend in Edinburgh

3-month moving average salary quoted in jobs citing Cloud Computing in Edinburgh.

Salary trend for Cloud Computing in Edinburgh

Cloud Computing
Salary Histogram in Edinburgh

Salary distribution for jobs citing Cloud Computing in Edinburgh over the 6 months to 5 August 2020.

Salary histogram for Cloud Computing in Edinburgh

For the 6 months to 5 August 2020, IT jobs citing Cloud Computing 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 Cloud Computing.

1 6 (50.00%) AWS
2 4 (33.33%) Azure
3 3 (25.00%) Infrastructure as Code
3 3 (25.00%) DevOps
3 3 (25.00%) Software Engineering
4 2 (16.67%) SaaS
4 2 (16.67%) Analytics
4 2 (16.67%) Machine Learning
4 2 (16.67%) Web Development
4 2 (16.67%) Degree
4 2 (16.67%) Mathematics
4 2 (16.67%) Computer Science
4 2 (16.67%) Stakeholder Management
4 2 (16.67%) Microservices
4 2 (16.67%) Software Delivery
4 2 (16.67%) Serverless
4 2 (16.67%) Site Reliability Engineering
4 2 (16.67%) Azure Functions
4 2 (16.67%) Infrastructure Automation
4 2 (16.67%) Release Automation
4 2 (16.67%) Logic Apps
5 1 (8.33%) Computer Science Degree
5 1 (8.33%) Power Platform
5 1 (8.33%) Infrastructure Engineering
5 1 (8.33%) Deadline-Driven
5 1 (8.33%) Data Science
5 1 (8.33%) Self-Motivation
5 1 (8.33%) Problem-Solving
5 1 (8.33%) Power BI
5 1 (8.33%) Fintech

Cloud Computing
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 1 (8.33%) ArcGIS
1 1 (8.33%) GlassFish
Cloud Services
1 6 (50.00%) AWS
2 4 (33.33%) Azure
3 2 (16.67%) Azure Functions
3 2 (16.67%) Logic Apps
3 2 (16.67%) SaaS
3 2 (16.67%) Serverless
4 1 (8.33%) Azure Machine Learning
4 1 (8.33%) GCP
4 1 (8.33%) Office 365
4 1 (8.33%) Power Platform
Communications & Networking
1 1 (8.33%) LAN
1 1 (8.33%) WAN
Database & Business Intelligence
1 1 (8.33%) Mixpanel
1 1 (8.33%) Power BI
1 1 (8.33%) SQL Server
General
1 1 (8.33%) Banking
1 1 (8.33%) Finance
1 1 (8.33%) Pharmaceutical
Job Titles
1 3 (25.00%) DevOps Engineer
2 2 (16.67%) Architect
2 2 (16.67%) Azure Architect
2 2 (16.67%) Cloud Architect
2 2 (16.67%) Developer
2 2 (16.67%) SaaS Architect
2 2 (16.67%) Software Engineer
3 1 (8.33%) Consultant
3 1 (8.33%) Infrastructure Consultant
3 1 (8.33%) Infrastructure Engineer
3 1 (8.33%) Java Developer
3 1 (8.33%) Junior
3 1 (8.33%) Lead Developer
3 1 (8.33%) Lead Java Developer
3 1 (8.33%) Senior Consultant
3 1 (8.33%) Senior Technical Consultant
3 1 (8.33%) Software Development Engineer
3 1 (8.33%) Technical Consultant
3 1 (8.33%) Technical Infrastructure Consultant
3 1 (8.33%) Web Developer
Libraries, Frameworks & Software Standards
1 1 (8.33%) .NET
1 1 (8.33%) Middleware
1 1 (8.33%) React
1 1 (8.33%) REST
1 1 (8.33%) RESTful
1 1 (8.33%) Web Services
1 1 (8.33%) WinForms
1 1 (8.33%) WPF
Miscellaneous
1 1 (8.33%) Algorithms
1 1 (8.33%) Analytical Skills
1 1 (8.33%) Data Centre
1 1 (8.33%) Data Structures
1 1 (8.33%) Mainframe
1 1 (8.33%) Private Cloud
1 1 (8.33%) Self-Motivation
1 1 (8.33%) Social Media
Operating Systems
1 1 (8.33%) Android
1 1 (8.33%) Apple iOS
1 1 (8.33%) Linux
1 1 (8.33%) Windows
1 1 (8.33%) Windows Server
Processes & Methodologies
1 3 (25.00%) DevOps
1 3 (25.00%) Infrastructure as Code
1 3 (25.00%) Software Engineering
2 2 (16.67%) Analytics
2 2 (16.67%) Computer Science
2 2 (16.67%) Infrastructure Automation
2 2 (16.67%) Machine Learning
2 2 (16.67%) Mathematics
2 2 (16.67%) Microservices
2 2 (16.67%) Release Automation
2 2 (16.67%) Site Reliability Engineering
2 2 (16.67%) Software Delivery
2 2 (16.67%) Stakeholder Management
2 2 (16.67%) Web Development
3 1 (8.33%) Business Continuity
3 1 (8.33%) Business Intelligence
3 1 (8.33%) Disaster Recovery
3 1 (8.33%) MVC
3 1 (8.33%) Scrum
3 1 (8.33%) Service Delivery
Programming Languages
1 1 (8.33%) Apple Swift
1 1 (8.33%) C#
1 1 (8.33%) Java
1 1 (8.33%) JavaScript
1 1 (8.33%) Kotlin
1 1 (8.33%) SQL
Qualifications
1 2 (16.67%) Degree
2 1 (8.33%) Computer Science Degree
System Software
1 1 (8.33%) Active Directory
1 1 (8.33%) Docker
1 1 (8.33%) VMware Infrastructure
Vendors
1 1 (8.33%) Microsoft
1 1 (8.33%) VMware
1 1 (8.33%) Xamarin