Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for AWS CloudFormation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS CloudFormation over the 6 months to 16 January 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudFormation
Scotland > Edinburgh
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 147 133 -
Rank change year-on-year -14 - -
Permanent jobs citing AWS CloudFormation 3 1 0
As % of all permanent IT jobs advertised in Edinburgh 0.12% 0.046% -
As % of the Cloud Services category 0.73% 0.47% -
Number of salaries quoted 3 0 0
Edinburgh median annual salary £70,000 - -
Scotland median annual salary £70,000 - -

AWS CloudFormation 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 412 213 216
As % of all permanent IT jobs advertised in Edinburgh 15.82% 9.80% 7.79%
Number of salaries quoted 269 137 132
Edinburgh median annual salary £45,000 £43,000 £41,500
Median salary % change year-on-year +4.65% +3.61% -7.78%
10th Percentile £30,000 £30,300 £29,750
90th Percentile £65,000 £61,750 £66,500
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -5.56%

AWS CloudFormation
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing AWS CloudFormation in Edinburgh over the 6 months to 16 January 2018.

Salary histogram for AWS CloudFormation in Edinburgh

For the 6 months to 16 January 2018, IT jobs citing AWS CloudFormation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for AWS CloudFormation.

1 3 (100.00%) Python
1 3 (100.00%) Amazon EC2
1 3 (100.00%) Amazon S3
1 3 (100.00%) Microsoft Azure
1 3 (100.00%) Amazon AWS
1 3 (100.00%) Ansible
2 2 (66.67%) Docker
2 2 (66.67%) Kubernetes
2 2 (66.67%) DevOps
2 2 (66.67%) Packer
2 2 (66.67%) Terraform
2 2 (66.67%) Docker Swarm
2 2 (66.67%) Linux
2 2 (66.67%) Puppet
2 2 (66.67%) Hudson
2 2 (66.67%) Jenkins
2 2 (66.67%) Ruby
2 2 (66.67%) Opscode Chef
2 2 (66.67%) VPN
2 2 (66.67%) Configuration Management
2 2 (66.67%) Java
2 2 (66.67%) Firewall
2 2 (66.67%) Atlassian Bamboo
3 1 (33.33%) SC Cleared
3 1 (33.33%) Security Cleared
3 1 (33.33%) Scala
3 1 (33.33%) PostgreSQL
3 1 (33.33%) Software Engineering
3 1 (33.33%) C#
3 1 (33.33%) HTML

AWS CloudFormation
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 (33.33%) Elasticsearch
Cloud Services
1 3 (100.00%) Amazon AWS
1 3 (100.00%) Amazon EC2
1 3 (100.00%) Amazon S3
1 3 (100.00%) Microsoft Azure
2 1 (33.33%) Amazon EMR
2 1 (33.33%) AWS Lambda
2 1 (33.33%) Google Cloud Platform
2 1 (33.33%) Serverless
Communications & Networking
1 2 (66.67%) Firewall
1 2 (66.67%) VPN
Database & Business Intelligence
1 1 (33.33%) Amazon DynamoDB
1 1 (33.33%) Amazon Redshift
1 1 (33.33%) Apache Cassandra
1 1 (33.33%) Couchbase
1 1 (33.33%) Electronic Patient Records
1 1 (33.33%) MongoDB
1 1 (33.33%) OpenTSDB
1 1 (33.33%) Parquet
1 1 (33.33%) PostgreSQL
Development Applications
1 2 (66.67%) Atlassian Bamboo
1 2 (66.67%) Hudson
1 2 (66.67%) Jenkins
Job Titles
1 1 (33.33%) DevOps Engineer
1 1 (33.33%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (33.33%) .NET
1 1 (33.33%) Apache Flex
1 1 (33.33%) Apache Thrift
1 1 (33.33%) CSS
1 1 (33.33%) Elastic Stack
1 1 (33.33%) HTML
1 1 (33.33%) Node.js
1 1 (33.33%) PostGIS
1 1 (33.33%) Protocol Buffers
1 1 (33.33%) React
Miscellaneous
1 1 (33.33%) Greenfield Project
1 1 (33.33%) User Experience
Operating Systems
1 2 (66.67%) Linux
Processes & Methodologies
1 2 (66.67%) Configuration Management
1 2 (66.67%) DevOps
2 1 (33.33%) Software Engineering
Programming Languages
1 3 (100.00%) Python
2 2 (66.67%) Java
2 2 (66.67%) Ruby
3 1 (33.33%) C#
3 1 (33.33%) JavaScript
3 1 (33.33%) Scala
Qualifications
1 1 (33.33%) SC Cleared
1 1 (33.33%) Security Cleared
System Software
1 2 (66.67%) Docker
Systems Management
1 3 (100.00%) Ansible
2 2 (66.67%) Docker Swarm
2 2 (66.67%) Kubernetes
2 2 (66.67%) Opscode Chef
2 2 (66.67%) Packer
2 2 (66.67%) Puppet
2 2 (66.67%) Terraform
3 1 (33.33%) Kibana
3 1 (33.33%) logstash
Vendors
1 1 (33.33%) Google