Period
to 17 December 2018

The table below looks at the prevalence of the term Public Cloud in permanent job vacancies advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Public Cloud over the 6 months to 17 December 2018 with a comparison to the same period over the previous 2 years.

Public Cloud
Scotland > Edinburgh
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 114 144 132
Rank change year-on-year +30 -12 +32
Permanent jobs citing Public Cloud 37 7 2
As % of all permanent IT jobs advertised in Edinburgh 1.47% 0.27% 0.089%
As % of the Miscellaneous category 3.78% 0.72% 0.25%
Number of salaries quoted 29 3 2
Edinburgh median annual salary £65,000 £72,500 £42,000
Median salary % change year-on-year -10.34% +72.62% -
10th Percentile £43,300 £61,250 £38,850
90th Percentile £107,500 £75,750 £45,950
Scotland median annual salary £65,000 £67,500 £52,500
% change year-on-year -3.70% +28.57% -

Public Cloud is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Edinburgh
Permanent vacancies with a requirement for generic IT skills 980 976 786
As % of all permanent IT jobs advertised in Edinburgh 38.89% 37.27% 34.79%
Number of salaries quoted 611 594 507
Edinburgh median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% +5.88%
10th Percentile £29,000 £26,707 £27,800
90th Percentile £75,000 £66,250 £67,500
Scotland median annual salary £47,500 £44,705 £44,125
% change year-on-year +6.25% +1.31% +5.06%

Public Cloud
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Public Cloud in Edinburgh

Public Cloud
Salary Trend in Edinburgh

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

Salary trend for Public Cloud in Edinburgh

Public Cloud
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Public Cloud in Edinburgh over the 6 months to 17 December 2018.

Salary histogram for Public Cloud in Edinburgh

For the 6 months to 17 December 2018, IT jobs citing Public Cloud 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 Public Cloud.

1 24 (64.86%) Amazon AWS
2 13 (35.14%) Microsoft Azure
3 11 (29.73%) Finance
4 10 (27.03%) Data Centre
4 10 (27.03%) Linux
4 10 (27.03%) Agile Software Development
5 9 (24.32%) Continuous Integration
5 9 (24.32%) Hybrid Cloud
5 9 (24.32%) Identity Access Management
5 9 (24.32%) Digital Transformation Programme
6 8 (21.62%) DevOps
6 8 (21.62%) Python
6 8 (21.62%) Ruby
6 8 (21.62%) Windows
6 8 (21.62%) Web Services
7 7 (18.92%) Google
7 7 (18.92%) Google Cloud Platform
7 7 (18.92%) Continuous Delivery
8 5 (13.51%) Serverless
8 5 (13.51%) Acceptance Criteria
8 5 (13.51%) TDD
8 5 (13.51%) Test Automation
8 5 (13.51%) Java
9 4 (10.81%) VMware
9 4 (10.81%) VMware Infrastructure
9 4 (10.81%) SaaS
9 4 (10.81%) PaaS
9 4 (10.81%) Bash Shell
9 4 (10.81%) Banking
9 4 (10.81%) Windows Server

Public Cloud
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 3 (8.11%) Apache
1 3 (8.11%) JBoss
1 3 (8.11%) WebSphere
2 2 (5.41%) Apache Pig
2 2 (5.41%) Apache Spark
Business Applications
1 2 (5.41%) Distributed Ledger
Cloud Services
1 24 (64.86%) Amazon AWS
2 13 (35.14%) Microsoft Azure
3 7 (18.92%) Google Cloud Platform
4 5 (13.51%) Serverless
5 4 (10.81%) PaaS
5 4 (10.81%) SaaS
6 3 (8.11%) Cloud Computing
7 2 (5.41%) Amazon EC2
7 2 (5.41%) Amazon ElastiCache
7 2 (5.41%) Amazon ELB
7 2 (5.41%) Amazon EMR
7 2 (5.41%) Amazon S3
7 2 (5.41%) AWS Lambda
7 2 (5.41%) Virtual Private Cloud
8 1 (2.70%) IaaS
Communications & Networking
1 3 (8.11%) Firewall
1 3 (8.11%) SAN
1 3 (8.11%) TCP/IP
Database & Business Intelligence
1 2 (5.41%) Amazon RDS
1 2 (5.41%) Amazon Redshift
1 2 (5.41%) Apache Hive
1 2 (5.41%) Big Data
1 2 (5.41%) Blockchain
1 2 (5.41%) Hadoop
1 2 (5.41%) Sqoop
2 1 (2.70%) SQL Server
Development Applications
1 2 (5.41%) Hudson
1 2 (5.41%) Travis CI
General
1 11 (29.73%) Finance
2 4 (10.81%) Banking
Job Titles
1 12 (32.43%) Architect
2 11 (29.73%) Cloud Consultant
2 11 (29.73%) Consultant
3 9 (24.32%) Cloud Architect
4 5 (13.51%) AWS Architect
5 4 (10.81%) Domain Architect
6 3 (8.11%) Administrator
6 3 (8.11%) Cloud Engineer
6 3 (8.11%) Linux Administrator
6 3 (8.11%) Linux Systems Administrator
6 3 (8.11%) Senior Cloud Engineer
6 3 (8.11%) Solutions Architect
6 3 (8.11%) Systems Administrator
6 3 (8.11%) Unix Administrator
6 3 (8.11%) Unix Linux Systems Administrator
6 3 (8.11%) Unix Systems Administrator
7 2 (5.41%) Java Software Engineer
7 2 (5.41%) Lead Software Engineer
7 2 (5.41%) Senior Java Software Engineer
7 2 (5.41%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 8 (21.62%) Web Services
2 3 (8.11%) .NET
2 3 (8.11%) Middleware
3 2 (5.41%) Kafka
3 2 (5.41%) Node.js
Miscellaneous
1 10 (27.03%) Data Centre
2 9 (24.32%) Hybrid Cloud
3 3 (8.11%) Cloud Native
3 3 (8.11%) Clustering
4 2 (5.41%) Blog
4 2 (5.41%) Enterprise Cloud
4 2 (5.41%) Greenfield Project
4 2 (5.41%) Management Information System
5 1 (2.70%) Client/Server
Operating Systems
1 10 (27.03%) Linux
2 8 (21.62%) Windows
3 4 (10.81%) Windows Server
4 3 (8.11%) Unix
Processes & Methodologies
1 10 (27.03%) Agile Software Development
2 9 (24.32%) Continuous Integration
2 9 (24.32%) Digital Transformation Programme
2 9 (24.32%) Identity Access Management
3 8 (21.62%) DevOps
4 7 (18.92%) Continuous Delivery
5 5 (13.51%) Acceptance Criteria
5 5 (13.51%) TDD
5 5 (13.51%) Test Automation
6 3 (8.11%) Configuration Management
6 3 (8.11%) Continuous Improvement
6 3 (8.11%) Data Protection
6 3 (8.11%) Due Diligence
6 3 (8.11%) IT Strategy
6 3 (8.11%) Matrix Management
6 3 (8.11%) Mentoring
6 3 (8.11%) Project Management
6 3 (8.11%) Scorecard
6 3 (8.11%) Use Case
6 3 (8.11%) User Stories
Programming Languages
1 8 (21.62%) Python
1 8 (21.62%) Ruby
2 5 (13.51%) Java
3 4 (10.81%) Bash Shell
4 2 (5.41%) C#
4 2 (5.41%) PHP
4 2 (5.41%) R
4 2 (5.41%) Scala
4 2 (5.41%) SQL
Qualifications
1 1 (2.70%) MCP
1 1 (2.70%) MCSE
1 1 (2.70%) Microsoft Certification
Quality Assurance & Compliance
1 1 (2.70%) COBIT
System Software
1 4 (10.81%) VMware Infrastructure
2 2 (5.41%) Docker
2 2 (5.41%) HDFS
3 1 (2.70%) Active Directory
3 1 (2.70%) Hyper-V
Systems Management
1 2 (5.41%) Kubernetes
1 2 (5.41%) Oozie
1 2 (5.41%) Terraform
Vendors
1 7 (18.92%) Google
2 4 (10.81%) VMware
3 3 (8.11%) Veritas
4 1 (2.70%) Microsoft