Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudFormation
Scotland > Edinburgh
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 138 - -
Rank change year-on-year - - -
Permanent jobs citing AWS CloudFormation 6 0 0
As % of all permanent IT jobs advertised in Edinburgh 0.23% - -
As % of the Cloud Services category 1.18% - -
Number of salaries quoted 4 0 0
Edinburgh median annual salary £61,000 - -
Scotland median annual salary £62,500 £25,000 -
% change year-on-year +150.00% - -

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 510 320 202
As % of all permanent IT jobs advertised in Edinburgh 19.35% 12.79% 7.97%
Number of salaries quoted 307 221 132
Edinburgh median annual salary £52,500 £50,000 £42,250
Median salary % change year-on-year +5.00% +18.34% -6.11%
10th Percentile £31,250 £32,500 £27,500
90th Percentile £75,000 £73,750 £71,250
Scotland median annual salary £45,000 £45,000 £42,000
% change year-on-year - +7.14% -1.18%

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 22 July 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%) Amazon AWS
2 5 (83.33%) Ansible
2 5 (83.33%) DevOps
2 5 (83.33%) Python
3 4 (66.67%) Agile Software Development
3 4 (66.67%) Git (software)
4 3 (50.00%) Amazon EC2
4 3 (50.00%) Amazon S3
4 3 (50.00%) Open Source
4 3 (50.00%) Docker
4 3 (50.00%) Amazon DynamoDB
4 3 (50.00%) Kanban
5 2 (33.33%) VMware Server
5 2 (33.33%) PowerShell
5 2 (33.33%) Data Management
5 2 (33.33%) Windows
5 2 (33.33%) Linux
5 2 (33.33%) VMware
5 2 (33.33%) GCP
5 2 (33.33%) DNS
5 2 (33.33%) SSL
5 2 (33.33%) PHP
5 2 (33.33%) SQL
5 2 (33.33%) Service Delivery
5 2 (33.33%) Firewall
5 2 (33.33%) Migration
5 2 (33.33%) PostgreSQL
5 2 (33.33%) TeamCity
5 2 (33.33%) Enterprise Software
5 2 (33.33%) Bash Shell

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 (16.67%) Apache Spark
1 1 (16.67%) Elasticsearch
Cloud Services
1 6 (100.00%) Amazon AWS
2 3 (50.00%) Amazon EC2
2 3 (50.00%) Amazon S3
3 2 (33.33%) Amazon ElastiCache
3 2 (33.33%) Google Cloud Platform
4 1 (16.67%) Amazon EMR
4 1 (16.67%) AWS Lambda
4 1 (16.67%) Cloud Computing
4 1 (16.67%) GitHub
4 1 (16.67%) Route 53
4 1 (16.67%) Serverless
4 1 (16.67%) Virtual Private Cloud
Communications & Networking
1 2 (33.33%) DNS
1 2 (33.33%) Firewall
1 2 (33.33%) SSL
2 1 (16.67%) Internet
Database & Business Intelligence
1 3 (50.00%) Amazon DynamoDB
2 2 (33.33%) NoSQL
2 2 (33.33%) PostgreSQL
3 1 (16.67%) Amazon RDS
3 1 (16.67%) Amazon Redshift
3 1 (16.67%) Hadoop
3 1 (16.67%) OpenTSDB
3 1 (16.67%) Parquet
Development Applications
1 4 (66.67%) Git (software)
2 2 (33.33%) TeamCity
3 1 (16.67%) JIRA
Job Titles
1 3 (50.00%) DevOps Engineer
2 1 (16.67%) AWS Consultant
2 1 (16.67%) AWS Engineer
2 1 (16.67%) Cloud Engineer
2 1 (16.67%) Cloud Software Engineer
2 1 (16.67%) Consultant
2 1 (16.67%) Operations Engineer
2 1 (16.67%) Senior Cloud Engineer
2 1 (16.67%) Senior Software Engineer
2 1 (16.67%) Senior Web Engineer
2 1 (16.67%) Software Engineer
2 1 (16.67%) Web Engineer
Libraries, Frameworks & Software Standards
1 1 (16.67%) Apache Flex
1 1 (16.67%) Apache Thrift
1 1 (16.67%) Elastic Stack
1 1 (16.67%) Kafka
1 1 (16.67%) Node.js
1 1 (16.67%) PostGIS
1 1 (16.67%) Protocol Buffers
1 1 (16.67%) Samza
1 1 (16.67%) Web Services
Miscellaneous
1 2 (33.33%) Enterprise Software
1 2 (33.33%) Public Cloud
2 1 (16.67%) Cloud Native
2 1 (16.67%) Data Centre
Operating Systems
1 2 (33.33%) Linux
1 2 (33.33%) Windows
Processes & Methodologies
1 5 (83.33%) DevOps
2 4 (66.67%) Agile Software Development
3 3 (50.00%) Kanban
3 3 (50.00%) Open Source
4 2 (33.33%) Data Management
4 2 (33.33%) Migration
4 2 (33.33%) SDLC
4 2 (33.33%) Security Architecture
4 2 (33.33%) Service Delivery
4 2 (33.33%) Software Architecture
5 1 (16.67%) Build Automation
5 1 (16.67%) Configuration Management
5 1 (16.67%) Continuous Deployment
5 1 (16.67%) Continuous Integration
5 1 (16.67%) Decision-Making
5 1 (16.67%) Deployment Automation
5 1 (16.67%) Low Latency
5 1 (16.67%) Scaled Agile Framework
5 1 (16.67%) Scrum
5 1 (16.67%) Software Engineering
Programming Languages
1 5 (83.33%) Python
2 2 (33.33%) Bash Shell
2 2 (33.33%) PHP
2 2 (33.33%) PowerShell
2 2 (33.33%) SQL
3 1 (16.67%) C#
3 1 (16.67%) Java
3 1 (16.67%) JavaScript
3 1 (16.67%) Ruby
Qualifications
1 2 (33.33%) AWS Certification
Quality Assurance & Compliance
1 2 (33.33%) GCP
System Software
1 3 (50.00%) Docker
2 2 (33.33%) VMware Server
3 1 (16.67%) HDFS
3 1 (16.67%) VMware Infrastructure
Systems Management
1 5 (83.33%) Ansible
2 1 (16.67%) Kibana
2 1 (16.67%) Kubernetes
2 1 (16.67%) logstash
2 1 (16.67%) Mesos
2 1 (16.67%) Opscode Chef
2 1 (16.67%) Puppet
Vendors
1 2 (33.33%) VMware