Period
to 16 December 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 December 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudFormation
Scotland > Edinburgh
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 143 146 132
Rank change year-on-year +3 -14 -
Permanent jobs citing AWS CloudFormation 6 3 1
As % of all permanent IT jobs advertised in Edinburgh 0.24% 0.11% 0.044%
As % of the Cloud Services category 1.26% 0.69% 0.45%
Number of salaries quoted 6 3 0
Edinburgh median annual salary £60,000 £70,000 -
Median salary % change year-on-year -14.29% - -
Scotland median annual salary £60,000 £67,500 -
% change year-on-year -11.11% - -

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 478 434 223
As % of all permanent IT jobs advertised in Edinburgh 19.07% 16.57% 9.79%
Number of salaries quoted 279 289 145
Edinburgh median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +6.25%
10th Percentile £31,250 £26,500 £31,000
90th Percentile £75,000 £65,000 £65,750
Scotland median annual salary £47,500 £44,705 £42,500
% change year-on-year +6.25% +5.19% +2.41%

AWS CloudFormation
Job Vacancy Trend in Edinburgh

Job postings citing AWS CloudFormation as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for AWS CloudFormation in Edinburgh

AWS CloudFormation
Salary Trend in Edinburgh

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

Salary trend for AWS CloudFormation in Edinburgh

For the 6 months to 16 December 2018, IT jobs citing AWS CloudFormation 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 AWS CloudFormation.

1 6 (100.00%) Java
1 6 (100.00%) Python
1 6 (100.00%) Ruby
1 6 (100.00%) Amazon AWS
1 6 (100.00%) Ansible
2 4 (66.67%) Docker
2 4 (66.67%) Mesos
2 4 (66.67%) Apache Spark
2 4 (66.67%) Analytics
2 4 (66.67%) Amazon EMR
2 4 (66.67%) Puppet
2 4 (66.67%) Opscode Chef
2 4 (66.67%) Node.js
2 4 (66.67%) Configuration Management
2 4 (66.67%) Software Engineering
2 4 (66.67%) Amazon EC2
2 4 (66.67%) Amazon S3
2 4 (66.67%) Linux
2 4 (66.67%) JavaScript
2 4 (66.67%) AWS Lambda
2 4 (66.67%) Elastic Stack
2 4 (66.67%) Terraform
2 4 (66.67%) Kubernetes
2 4 (66.67%) Serverless
3 2 (33.33%) logstash
3 2 (33.33%) HDFS
3 2 (33.33%) DevOps
3 2 (33.33%) Kibana
3 2 (33.33%) Analytical Skills
3 2 (33.33%) Google Cloud Platform

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 4 (66.67%) Apache Spark
2 2 (33.33%) Apache Pig
2 2 (33.33%) Elasticsearch
Cloud Services
1 6 (100.00%) Amazon AWS
2 4 (66.67%) Amazon EC2
2 4 (66.67%) Amazon EMR
2 4 (66.67%) Amazon S3
2 4 (66.67%) AWS Lambda
2 4 (66.67%) Serverless
3 2 (33.33%) Amazon CloudWatch
3 2 (33.33%) AWS CodePipeline
3 2 (33.33%) AWS Elastic Beanstalk
3 2 (33.33%) Cloud Computing
3 2 (33.33%) Datadog
3 2 (33.33%) GitHub
3 2 (33.33%) Google Cloud Platform
3 2 (33.33%) Microsoft Azure
3 2 (33.33%) OpenShift
3 2 (33.33%) Sumo Logic
Database & Business Intelligence
1 2 (33.33%) Amazon DynamoDB
1 2 (33.33%) Amazon RDS
1 2 (33.33%) Amazon Redshift
1 2 (33.33%) Apache Hive
1 2 (33.33%) Big Data
1 2 (33.33%) Hadoop
1 2 (33.33%) OpenTSDB
1 2 (33.33%) Parquet
1 2 (33.33%) PostgreSQL
Development Applications
1 2 (33.33%) Atlassian Bamboo
1 2 (33.33%) Bitbucket
1 2 (33.33%) Git (software)
1 2 (33.33%) GitLab
1 2 (33.33%) Jenkins
1 2 (33.33%) RSpec
1 2 (33.33%) Travis CI
General
1 2 (33.33%) Banking
Job Titles
1 3 (50.00%) Cloud Engineer
1 3 (50.00%) Senior Cloud Engineer
2 2 (33.33%) AWS Engineer
2 2 (33.33%) DevOps Engineer
2 2 (33.33%) Senior Software Engineer
2 2 (33.33%) Senior Web Engineer
2 2 (33.33%) Software Engineer
2 2 (33.33%) Web Engineer
3 1 (16.67%) Cloud Software Engineer
Libraries, Frameworks & Software Standards
1 4 (66.67%) Elastic Stack
1 4 (66.67%) Node.js
2 2 (33.33%) Apache Flex
2 2 (33.33%) Apache Thrift
2 2 (33.33%) Kafka
2 2 (33.33%) PostGIS
2 2 (33.33%) Protocol Buffers
2 2 (33.33%) Samza
2 2 (33.33%) Velocity
2 2 (33.33%) Web Services
Miscellaneous
1 2 (33.33%) Analytical Skills
1 2 (33.33%) Cloud Native
1 2 (33.33%) Data Centre
1 2 (33.33%) Linux Command Line
Operating Systems
1 4 (66.67%) Linux
2 2 (33.33%) Debian
2 2 (33.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 4 (66.67%) Analytics
1 4 (66.67%) Configuration Management
1 4 (66.67%) Software Engineering
2 2 (33.33%) Agile Software Development
2 2 (33.33%) Continuous Delivery
2 2 (33.33%) Continuous Deployment
2 2 (33.33%) Continuous Integration
2 2 (33.33%) Decision-Making
2 2 (33.33%) Deployment Automation
2 2 (33.33%) DevOps
2 2 (33.33%) ETL
2 2 (33.33%) Infrastructure Engineering
2 2 (33.33%) Low Latency
2 2 (33.33%) OO
2 2 (33.33%) Open Source
2 2 (33.33%) Problem-Solving
2 2 (33.33%) Security Patching
2 2 (33.33%) Systems Analysis
2 2 (33.33%) Task Automation
2 2 (33.33%) Test Automation
Programming Languages
1 6 (100.00%) Java
1 6 (100.00%) Python
1 6 (100.00%) Ruby
2 4 (66.67%) JavaScript
3 2 (33.33%) Bash Shell
3 2 (33.33%) C#
3 2 (33.33%) Go
3 2 (33.33%) Scala
3 2 (33.33%) SQL
System Software
1 4 (66.67%) Docker
2 2 (33.33%) HDFS
Systems Management
1 6 (100.00%) Ansible
2 4 (66.67%) Kubernetes
2 4 (66.67%) Mesos
2 4 (66.67%) Opscode Chef
2 4 (66.67%) Puppet
2 4 (66.67%) Terraform
3 2 (33.33%) Grafana
3 2 (33.33%) Kibana
3 2 (33.33%) logstash
3 2 (33.33%) Oozie
3 2 (33.33%) Prometheus
3 2 (33.33%) Sysdig
Vendors
1 2 (33.33%) Google
1 2 (33.33%) Red Hat
1 2 (33.33%) Splunk