Period
to 4 December 2021

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 4 December 2021 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudFormation
Scotland > Glasgow
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 94 79 132
Rank change year-on-year -15 +53 -
Permanent jobs citing AWS CloudFormation 19 12 4
As % of all permanent jobs advertised in Glasgow 1.24% 1.46% 0.22%
As % of the Cloud Services category 2.69% 3.58% 0.80%
Number of salaries quoted 17 11 3
10th Percentile " " £45,250
25th Percentile £60,000 £38,750 £45,625
Median annual salary (50th Percentile) £70,000 £47,500 £50,000
Median % change year-on-year +47.37% -5.00% -
75th Percentile £80,000 £56,250 £58,125
90th Percentile " " £60,000
Scotland median annual salary £70,000 £47,500 £50,000
% change year-on-year +47.37% -5.00% -16.67%

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 Glasgow with a requirement for cloud computing skills.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 707 335 500
As % of all permanent IT jobs advertised in Glasgow 46.18% 40.75% 27.95%
Number of salaries quoted 476 231 360
10th Percentile £32,500 £31,250 £32,500
25th Percentile £39,000 £37,875 £35,000
Median annual salary (50th Percentile) £52,500 £47,500 £45,000
Median % change year-on-year +10.53% +5.56% -3.23%
75th Percentile £70,000 £60,000 £56,250
90th Percentile £81,875 £68,750 £62,500
Scotland median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +11.11% -5.26%

AWS CloudFormation
Job Vacancy Trend in Glasgow

Job postings citing AWS CloudFormation as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for AWS CloudFormation in Glasgow

AWS CloudFormation
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing AWS CloudFormation in Glasgow.

Salary trend for AWS CloudFormation in Glasgow

AWS CloudFormation
Salary Histogram in Glasgow

Salary distribution for jobs citing AWS CloudFormation in Glasgow over the 6 months to 4 December 2021.

Salary histogram for AWS CloudFormation in Glasgow

For the 6 months to 4 December 2021, 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 Glasgow region with a requirement for AWS CloudFormation.

1 19 (100.00%) AWS
1 19 (100.00%) Docker
2 18 (94.74%) DevOps
3 14 (73.68%) Azure
4 12 (63.16%) Python
4 12 (63.16%) Kubernetes
4 12 (63.16%) Terraform
5 11 (57.89%) Infrastructure as Code
5 11 (57.89%) Linux
5 11 (57.89%) Agile Software Development
5 11 (57.89%) PowerShell
6 10 (52.63%) .NET
7 8 (42.11%) Social Skills
7 8 (42.11%) CircleCI
8 7 (36.84%) Vue.js
8 7 (36.84%) Ansible
8 7 (36.84%) Jenkins
8 7 (36.84%) Amazon ECS
8 7 (36.84%) JavaScript
8 7 (36.84%) Amazon S3
8 7 (36.84%) GitHub
9 6 (31.58%) IaaS
9 6 (31.58%) Puppet
9 6 (31.58%) CFEngine
9 6 (31.58%) SaaS
9 6 (31.58%) PaaS
9 6 (31.58%) Bash Shell
9 6 (31.58%) Atlassian Bamboo
9 6 (31.58%) SC Cleared
9 6 (31.58%) Security Cleared

AWS CloudFormation
Co-occurring IT Skills in Glasgow 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 2 (10.53%) IBM Domino
2 1 (5.26%) Apache Spark
Applications
1 2 (10.53%) Spreadsheet
Cloud Services
1 19 (100.00%) AWS
2 14 (73.68%) Azure
3 7 (36.84%) Amazon ECS
3 7 (36.84%) Amazon S3
3 7 (36.84%) GitHub
4 6 (31.58%) IaaS
4 6 (31.58%) PaaS
4 6 (31.58%) SaaS
5 5 (26.32%) Amazon EC2
5 5 (26.32%) Amazon SQS
5 5 (26.32%) AWS CodeDeploy
5 5 (26.32%) AWS Lambda
5 5 (26.32%) CloudFront
5 5 (26.32%) Pulumi
5 5 (26.32%) Serverless
5 5 (26.32%) Virtual Private Cloud
6 1 (5.26%) Amazon EMR
6 1 (5.26%) GCP
6 1 (5.26%) Google Data Studio
Communications & Networking
1 5 (26.32%) Network Security
Database & Business Intelligence
1 5 (26.32%) Amazon RDS
1 5 (26.32%) MySQL
1 5 (26.32%) PostgreSQL
2 3 (15.79%) Amazon DynamoDB
3 2 (10.53%) Amazon Athena
3 2 (10.53%) Amazon Aurora
3 2 (10.53%) Redis
3 2 (10.53%) Relational Database
4 1 (5.26%) Big Data
4 1 (5.26%) BigQuery
4 1 (5.26%) Looker
4 1 (5.26%) Neo4j
4 1 (5.26%) NoSQL
Development Applications
1 8 (42.11%) CircleCI
2 7 (36.84%) Jenkins
3 6 (31.58%) Atlassian Bamboo
3 6 (31.58%) GitLab
4 2 (10.53%) PHPUnit
5 1 (5.26%) Git (software)
5 1 (5.26%) Spinnaker
General
1 8 (42.11%) Social Skills
2 1 (5.26%) Manufacturing
2 1 (5.26%) Retail
Job Titles
1 11 (57.89%) AWS DevOps
1 11 (57.89%) AWS DevOps Engineer
1 11 (57.89%) AWS Engineer
1 11 (57.89%) DevOps Engineer
2 7 (36.84%) Developer
3 6 (31.58%) Azure DevOps Engineer
3 6 (31.58%) Azure Engineer
3 6 (31.58%) Platform Engineer
4 5 (26.32%) Angular Developer
4 5 (26.32%) C# Developer
4 5 (26.32%) Full Stack Developer
5 2 (10.53%) Backend Developer
5 2 (10.53%) PHP Developer
5 2 (10.53%) PHP Laravel Developer
6 1 (5.26%) Data Engineer
Libraries, Frameworks & Software Standards
1 10 (52.63%) .NET
2 7 (36.84%) Vue.js
3 6 (31.58%) ARM Templates
4 5 (26.32%) .NET Framework
4 5 (26.32%) AngularJS
4 5 (26.32%) Web Services
5 2 (10.53%) Laravel
Miscellaneous
1 6 (31.58%) Public Cloud
2 5 (26.32%) FMCG
2 5 (26.32%) Raspberry Pi
3 2 (10.53%) iPhone
3 2 (10.53%) Photography
3 2 (10.53%) Smartphone
3 2 (10.53%) Social Media
Operating Systems
1 11 (57.89%) Linux
2 6 (31.58%) Unix
3 5 (26.32%) Windows
3 5 (26.32%) Windows Server
Processes & Methodologies
1 18 (94.74%) DevOps
2 11 (57.89%) Agile Software Development
2 11 (57.89%) Infrastructure as Code
3 6 (31.58%) Configuration Management
3 6 (31.58%) Load Balancing
4 5 (26.32%) Coaching
4 5 (26.32%) Cybersecurity
4 5 (26.32%) Data Science
4 5 (26.32%) Data Security
4 5 (26.32%) Deployment Automation
4 5 (26.32%) Facilities Management
4 5 (26.32%) Full Stack Development
4 5 (26.32%) Infrastructure Automation
4 5 (26.32%) Mentoring
4 5 (26.32%) Project Planning
4 5 (26.32%) SDLC
4 5 (26.32%) Stakeholder Management
4 5 (26.32%) Test Automation
4 5 (26.32%) User Acceptance Testing
5 2 (10.53%) Collaborative Working
Programming Languages
1 12 (63.16%) Python
2 11 (57.89%) PowerShell
3 7 (36.84%) JavaScript
4 6 (31.58%) Bash Shell
4 6 (31.58%) Perl
5 5 (26.32%) C#
6 3 (15.79%) SQL
7 2 (10.53%) PHP
8 1 (5.26%) Java
8 1 (5.26%) Scala
Qualifications
1 6 (31.58%) SC Cleared
1 6 (31.58%) Security Cleared
2 5 (26.32%) AWS Certification
System Software
1 19 (100.00%) Docker
Systems Management
1 12 (63.16%) Kubernetes
1 12 (63.16%) Terraform
2 7 (36.84%) Ansible
3 6 (31.58%) CFEngine
3 6 (31.58%) Opscode Chef
3 6 (31.58%) Puppet
Vendors
1 2 (10.53%) Apple
2 1 (5.26%) Cloudera
2 1 (5.26%) Google
2 1 (5.26%) Hortonworks