Period
to 18 November 2019

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

Cloud Computing
Scotland > Edinburgh
6 months to
18 Nov 2019
Same period 2018 Same period 2017
Rank 118 128 133
Rank change year-on-year +10 +5 0
Permanent jobs citing Cloud Computing 22 25 20
As % of all permanent IT jobs advertised in Edinburgh 1.02% 0.99% 0.74%
As % of the Cloud Services category 3.26% 5.07% 4.59%
Number of salaries quoted 18 18 14
Edinburgh median annual salary £57,124 £48,750 £60,000
Median salary % change year-on-year +17.18% -18.75% -
Scotland median annual salary £52,500 £47,500 £60,000
% change year-on-year +10.53% -20.83% +45.45%

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 675 493 436
As % of all permanent IT jobs advertised in Edinburgh 31.22% 19.52% 16.16%
Number of salaries quoted 369 280 295
Edinburgh median annual salary £45,162 £50,000 £45,000
Median salary % change year-on-year -9.68% +11.11% +5.88%
10th Percentile £29,600 £30,000 £27,500
90th Percentile £72,500 £75,000 £65,750
Scotland median annual salary £45,000 £47,500 £44,705
% change year-on-year -5.26% +6.25% +7.72%

Cloud Computing
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Cloud Computing in Edinburgh

Cloud Computing
Salary Trend in Edinburgh

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

Salary trend for Cloud Computing in Edinburgh

Cloud Computing
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Cloud Computing in Edinburgh over the 6 months to 18 November 2019.

Salary histogram for Cloud Computing in Edinburgh

For the 6 months to 18 November 2019, 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 14 (63.64%) Agile Software Development
2 12 (54.55%) DevOps
3 11 (50.00%) Degree
3 11 (50.00%) Python
4 10 (45.45%) Software Engineering
4 10 (45.45%) Azure
5 9 (40.91%) Computer Science
5 9 (40.91%) SQL
6 8 (36.36%) Mathematics
6 8 (36.36%) Physics
6 8 (36.36%) AWS
6 8 (36.36%) Jenkins
6 8 (36.36%) Kubernetes
7 7 (31.82%) Terraform
7 7 (31.82%) Opscode Chef
7 7 (31.82%) Ansible
7 7 (31.82%) Docker
7 7 (31.82%) Test Automation
7 7 (31.82%) Finance
8 6 (27.27%) JSON
8 6 (27.27%) Groovy
8 6 (27.27%) PowerShell
8 6 (27.27%) YAML
8 6 (27.27%) Bash Shell
8 6 (27.27%) Fintech
8 6 (27.27%) Self-Motivation
8 6 (27.27%) Analytical Skills
8 6 (27.27%) Software Delivery
8 6 (27.27%) Thought Leadership
9 5 (22.73%) Microservices

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 (4.55%) Confluence
Applications
1 1 (4.55%) Microsoft Excel
1 1 (4.55%) Microsoft Office
Business Applications
1 1 (4.55%) Dynamics CRM
Cloud Services
1 10 (45.45%) Azure
2 8 (36.36%) AWS
3 1 (4.55%) Dynamics 365
3 1 (4.55%) GCP
3 1 (4.55%) GitHub
3 1 (4.55%) IaaS
3 1 (4.55%) Office 365
3 1 (4.55%) PaaS
3 1 (4.55%) SaaS
Communications & Networking
1 1 (4.55%) HTTPS
1 1 (4.55%) Network Security
1 1 (4.55%) SSL
Database & Business Intelligence
1 5 (22.73%) SQL Server
2 3 (13.64%) SQL Server 2005
3 2 (9.09%) Data Warehouse
3 2 (9.09%) DataStage
3 2 (9.09%) Hadoop
3 2 (9.09%) IBM InfoSphere
4 1 (4.55%) PostgreSQL
4 1 (4.55%) Relational Database
Development Applications
1 8 (36.36%) Jenkins
2 2 (9.09%) ER Studio
3 1 (4.55%) Atlassian Bamboo
3 1 (4.55%) JIRA
3 1 (4.55%) JMeter
3 1 (4.55%) LoadRunner
General
1 7 (31.82%) Finance
2 2 (9.09%) Advertising
2 2 (9.09%) Banking
3 1 (4.55%) Public Sector
Job Titles
1 8 (36.36%) DevOps Engineer
2 3 (13.64%) Administrator
2 3 (13.64%) Data Engineer
2 3 (13.64%) DBA
2 3 (13.64%) Lead DevOps
2 3 (13.64%) Lead DevOps Engineer
2 3 (13.64%) SQL DBA
2 3 (13.64%) SQL Server DBA
3 2 (9.09%) Automation Engineer
3 2 (9.09%) DevOps Automation Engineer
3 2 (9.09%) Graduate
3 2 (9.09%) Open Source Engineer
3 2 (9.09%) Python Engineer
4 1 (4.55%) Azure Engineer
4 1 (4.55%) Developer
4 1 (4.55%) IT Manager
4 1 (4.55%) Java Engineer
4 1 (4.55%) Platform Engineer
4 1 (4.55%) Security Engineer
4 1 (4.55%) Test Leader
Libraries, Frameworks & Software Standards
1 6 (27.27%) JSON
1 6 (27.27%) YAML
2 3 (13.64%) Web Services
3 2 (9.09%) CSS
3 2 (9.09%) HTML
3 2 (9.09%) Node.js
3 2 (9.09%) RESTful
4 1 (4.55%) .NET
Miscellaneous
1 6 (27.27%) Analytical Skills
1 6 (27.27%) Self-Motivation
2 2 (9.09%) Algorithms
2 2 (9.09%) Credit Risk
3 1 (4.55%) Data Centre
3 1 (4.55%) Enterprise Cloud
3 1 (4.55%) PKI
Operating Systems
1 3 (13.64%) Windows
2 2 (9.09%) AIX
2 2 (9.09%) Linux
3 1 (4.55%) Red Hat Enterprise Linux
Processes & Methodologies
1 14 (63.64%) Agile Software Development
2 12 (54.55%) DevOps
3 10 (45.45%) Software Engineering
4 9 (40.91%) Computer Science
5 8 (36.36%) Mathematics
5 8 (36.36%) Physics
6 7 (31.82%) Test Automation
7 6 (27.27%) Fintech
7 6 (27.27%) Software Delivery
7 6 (27.27%) Thought Leadership
8 5 (22.73%) Microservices
9 4 (18.18%) Problem-Solving
10 3 (13.64%) Analytics
10 3 (13.64%) Data Modelling
10 3 (13.64%) Data Science
10 3 (13.64%) Database Mirroring
10 3 (13.64%) Machine Learning
10 3 (13.64%) Wealth Management
11 2 (9.09%) ETL
11 2 (9.09%) Stakeholder Management
Programming Languages
1 11 (50.00%) Python
2 9 (40.91%) SQL
3 6 (27.27%) Bash Shell
3 6 (27.27%) Groovy
3 6 (27.27%) PowerShell
4 3 (13.64%) Java
4 3 (13.64%) JavaScript
5 1 (4.55%) C
5 1 (4.55%) C#
5 1 (4.55%) PHP
5 1 (4.55%) R
5 1 (4.55%) Ruby
Qualifications
1 11 (50.00%) Degree
2 2 (9.09%) Computer Science Degree
Quality Assurance & Compliance
1 1 (4.55%) FedRAMP
1 1 (4.55%) GDPR
1 1 (4.55%) QA
System Software
1 7 (31.82%) Docker
2 2 (9.09%) Tivoli Workload Scheduler
Systems Management
1 8 (36.36%) Kubernetes
2 7 (31.82%) Ansible
2 7 (31.82%) Opscode Chef
2 7 (31.82%) Terraform
3 3 (13.64%) Failover Clustering
4 2 (9.09%) Tivoli
5 1 (4.55%) Nagios
5 1 (4.55%) Puppet
Vendors
1 5 (22.73%) Microsoft
2 2 (9.09%) Canon
2 2 (9.09%) IBM
2 2 (9.09%) Oracle
3 1 (4.55%) Atlassian
3 1 (4.55%) Blue Prism
3 1 (4.55%) CA
3 1 (4.55%) UiPath