Period
to 21 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Puppet skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Puppet over the 6 months to 21 October 2018 with a comparison to the same period in the previous 2 years.

Puppet
Scotland > Edinburgh
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 79 105 74
Rank change year-on-year +26 -31 +20
Permanent jobs citing Puppet 71 48 59
As % of all permanent IT jobs advertised in Edinburgh 2.83% 1.78% 2.57%
As % of the Systems Management category 24.91% 15.74% 32.78%
Number of salaries quoted 24 22 41
Edinburgh median annual salary £50,000 £60,000 £50,000
Median salary % change year-on-year -16.67% +20.00% +11.11%
10th Percentile £31,250 £36,750 £40,000
90th Percentile £66,750 £73,750 £55,000
Scotland median annual salary £50,000 £60,000 £50,000
% change year-on-year -16.67% +20.00% +2.56%

Puppet is in the Systems Management 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 systems management skills.

All Systems Management Skills
Edinburgh
Permanent vacancies with a requirement for systems management skills 285 305 180
As % of all permanent IT jobs advertised in Edinburgh 11.36% 11.34% 7.84%
Number of salaries quoted 173 186 110
Edinburgh median annual salary £50,000 £52,500 £44,500
Median salary % change year-on-year -4.76% +17.98% -1.11%
10th Percentile £30,000 £28,875 £29,400
90th Percentile £67,500 £65,000 £55,000
Scotland median annual salary £50,000 £47,500 £43,500
% change year-on-year +5.26% +9.20% +2.35%

Puppet
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Puppet in Edinburgh

Puppet
Salary Trend in Edinburgh

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

Salary trend for Puppet in Edinburgh

Puppet
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Puppet in Edinburgh over the 6 months to 21 October 2018.

Salary histogram for Puppet in Edinburgh

For the 6 months to 21 October 2018, IT jobs citing Puppet 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 Puppet.

1 55 (77.46%) Ansible
2 52 (73.24%) Opscode Chef
3 49 (69.01%) DevOps
4 48 (67.61%) Amazon AWS
5 47 (66.20%) Linux
6 40 (56.34%) Jenkins
7 38 (53.52%) Microsoft Azure
8 37 (52.11%) Terraform
9 35 (49.30%) Git (software)
10 34 (47.89%) Continuous Integration
11 31 (43.66%) Windows
11 31 (43.66%) Google Cloud Platform
11 31 (43.66%) Splunk
12 29 (40.85%) Unix
13 28 (39.44%) Atlassian Bamboo
14 27 (38.03%) Continuous Delivery
14 27 (38.03%) Elastic Stack
14 27 (38.03%) ServiceNow
14 27 (38.03%) JIRA
15 26 (36.62%) Rundeck
16 25 (35.21%) GoCD
16 25 (35.21%) Consul
16 25 (35.21%) IBM UrbanCode
16 25 (35.21%) Delphix
16 25 (35.21%) Octopus Deploy
16 25 (35.21%) Microservices
16 25 (35.21%) Open Source
16 25 (35.21%) RedGate
16 25 (35.21%) Subversion
16 25 (35.21%) Customer Engagement

Puppet
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 7 (9.86%) JBoss
2 4 (5.63%) WildFly
3 3 (4.23%) Apache
3 3 (4.23%) Apache Pig
3 3 (4.23%) Apache Spark
3 3 (4.23%) OpenStack
4 2 (2.82%) Elasticsearch
4 2 (2.82%) Tomcat
5 1 (1.41%) WebSphere
Business Applications
1 2 (2.82%) Payment Gateway
Cloud Services
1 48 (67.61%) Amazon AWS
2 38 (53.52%) Microsoft Azure
3 31 (43.66%) Google Cloud Platform
4 13 (18.31%) SaaS
5 4 (5.63%) AWS CloudFormation
5 4 (5.63%) Serverless
6 3 (4.23%) Amazon EC2
6 3 (4.23%) Amazon EMR
6 3 (4.23%) Amazon S3
6 3 (4.23%) AWS Lambda
6 3 (4.23%) IaaS
6 3 (4.23%) PaaS
7 2 (2.82%) Amazon CloudWatch
7 2 (2.82%) AWS CodePipeline
7 2 (2.82%) AWS Elastic Beanstalk
7 2 (2.82%) Datadog
7 2 (2.82%) GitHub
7 2 (2.82%) OpenShift
7 2 (2.82%) Sumo Logic
8 1 (1.41%) Amazon Kinesis
Communications & Networking
1 5 (7.04%) VPN
2 4 (5.63%) Firewall
3 2 (2.82%) DNS
4 1 (1.41%) Internet
4 1 (1.41%) SAN
4 1 (1.41%) SMTP
4 1 (1.41%) SSH
4 1 (1.41%) TCP/IP
Database & Business Intelligence
1 7 (9.86%) MySQL
2 5 (7.04%) SQL Server
3 3 (4.23%) Apache Hive
3 3 (4.23%) Big Data
4 2 (2.82%) Amazon RDS
5 1 (1.41%) Amazon Redshift
5 1 (1.41%) Data Warehouse
5 1 (1.41%) Relational Database
Development Applications
1 40 (56.34%) Jenkins
2 35 (49.30%) Git (software)
3 28 (39.44%) Atlassian Bamboo
4 27 (38.03%) JIRA
5 25 (35.21%) GoCD
5 25 (35.21%) IBM UrbanCode
5 25 (35.21%) Octopus Deploy
5 25 (35.21%) Subversion
5 25 (35.21%) Team Foundation Server
6 5 (7.04%) Maven
7 3 (4.23%) Vagrant
8 2 (2.82%) Bitbucket
8 2 (2.82%) GCC
8 2 (2.82%) GitLab
8 2 (2.82%) RSpec
8 2 (2.82%) Travis CI
9 1 (1.41%) CA Release Automation
9 1 (1.41%) Mercurial
9 1 (1.41%) Selenium
9 1 (1.41%) TeamCity
General
1 7 (9.86%) Finance
2 4 (5.63%) Billing
3 3 (4.23%) Banking
4 1 (1.41%) Digital Economy
4 1 (1.41%) Financial Institution
4 1 (1.41%) Games
4 1 (1.41%) Retail Banking
Job Titles
1 28 (39.44%) Senior DevOps
2 25 (35.21%) Consultant
2 25 (35.21%) DevOps Consultant
2 25 (35.21%) Senior Consultant
2 25 (35.21%) Senior DevOps Consultant
3 15 (21.13%) DevOps Engineer
4 11 (15.49%) Cloud Engineer
5 7 (9.86%) AWS Engineer
5 7 (9.86%) Software Engineer
6 5 (7.04%) Analyst
6 5 (7.04%) Senior Software Engineer
7 4 (5.63%) Administrator
7 4 (5.63%) Azure Engineer
7 4 (5.63%) Linux Administrator
7 4 (5.63%) Linux Systems Administrator
7 4 (5.63%) Python Engineer
7 4 (5.63%) SaaS Analyst
7 4 (5.63%) Senior Cloud Engineer
7 4 (5.63%) Support Analyst
7 4 (5.63%) Systems Administrator
Libraries, Frameworks & Software Standards
1 27 (38.03%) Elastic Stack
2 6 (8.45%) Node.js
2 6 (8.45%) RESTful
3 5 (7.04%) Web Services
4 4 (5.63%) CSS
4 4 (5.63%) Flask
4 4 (5.63%) HTML
5 2 (2.82%) JSON
5 2 (2.82%) RabbitMQ
5 2 (2.82%) Ruby on Rails
5 2 (2.82%) Velocity
6 1 (1.41%) LDAP
6 1 (1.41%) Middleware
6 1 (1.41%) WebSphere MQ
Miscellaneous
1 5 (7.04%) Data Centre
2 3 (4.23%) Hybrid Cloud
2 3 (4.23%) Public Cloud
3 2 (2.82%) Linux Command Line
4 1 (1.41%) Clustering
4 1 (1.41%) Computer Science
4 1 (1.41%) Cyberthreat
4 1 (1.41%) Fintech
4 1 (1.41%) Management Information System
4 1 (1.41%) Private Cloud
4 1 (1.41%) Replication
Operating Systems
1 47 (66.20%) Linux
2 31 (43.66%) Windows
3 29 (40.85%) Unix
4 11 (15.49%) Red Hat Enterprise Linux
5 5 (7.04%) Windows Server
6 3 (4.23%) CentOS
7 2 (2.82%) Debian
7 2 (2.82%) Ubuntu
8 1 (1.41%) SmartOS
8 1 (1.41%) Solaris
Processes & Methodologies
1 49 (69.01%) DevOps
2 34 (47.89%) Continuous Integration
3 27 (38.03%) Continuous Delivery
4 25 (35.21%) Customer Engagement
4 25 (35.21%) Microservices
4 25 (35.21%) Open Source
5 23 (32.39%) Configuration Management
6 10 (14.08%) Software Engineering
7 8 (11.27%) Mentoring
8 6 (8.45%) Agile Software Development
8 6 (8.45%) Analytics
8 6 (8.45%) OO
8 6 (8.45%) Problem-Solving
9 5 (7.04%) Test Automation
10 4 (5.63%) API Design
10 4 (5.63%) Deployment Automation
10 4 (5.63%) ETL
11 3 (4.23%) Disaster Recovery
11 3 (4.23%) Incident Management
11 3 (4.23%) SOA
Programming Languages
1 25 (35.21%) Python
2 18 (25.35%) Ruby
3 14 (19.72%) JavaScript
4 12 (16.90%) Java
5 11 (15.49%) Bash Shell
6 7 (9.86%) PowerShell
7 5 (7.04%) SQL
8 3 (4.23%) Perl
9 2 (2.82%) Go
9 2 (2.82%) Scala
10 1 (1.41%) Bourne shell
10 1 (1.41%) C#
10 1 (1.41%) C-shell
10 1 (1.41%) Korn
10 1 (1.41%) PHP
10 1 (1.41%) Shell Script
Qualifications
1 3 (4.23%) Degree
2 1 (1.41%) Computer Science Degree
2 1 (1.41%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 2 (2.82%) SLA
System Software
1 16 (22.54%) Docker
2 2 (2.82%) Virtual Machines
3 1 (1.41%) NFS
3 1 (1.41%) Veritas Cluster Server
3 1 (1.41%) Veritas Volume Manager
3 1 (1.41%) VMware ESXi
3 1 (1.41%) VMware Infrastructure
3 1 (1.41%) vSphere
Systems Management
1 55 (77.46%) Ansible
2 52 (73.24%) Opscode Chef
3 37 (52.11%) Terraform
4 26 (36.62%) Rundeck
5 25 (35.21%) Consul
6 12 (16.90%) Kubernetes
7 7 (9.86%) Salt
8 4 (5.63%) Cacti
8 4 (5.63%) Capistrano
9 3 (4.23%) Grafana
9 3 (4.23%) Mesos
9 3 (4.23%) Oozie
9 3 (4.23%) Rancher
10 2 (2.82%) Prometheus
10 2 (2.82%) Sysdig
11 1 (1.41%) Docker Swarm
11 1 (1.41%) Kibana
11 1 (1.41%) Nagios
11 1 (1.41%) Oracle ZFS
11 1 (1.41%) vMotion
Vendors
1 31 (43.66%) Splunk
2 27 (38.03%) ServiceNow
3 25 (35.21%) Delphix
3 25 (35.21%) RedGate
4 5 (7.04%) Red Hat
5 4 (5.63%) Perforce
5 4 (5.63%) SaltStack
6 3 (4.23%) AppDynamics
6 3 (4.23%) Google
7 2 (2.82%) F5
7 2 (2.82%) Remedy
8 1 (1.41%) Apple
8 1 (1.41%) Cisco
8 1 (1.41%) EMC
8 1 (1.41%) IBM
8 1 (1.41%) Microsoft
8 1 (1.41%) NetApp
8 1 (1.41%) Oracle
8 1 (1.41%) Sun
8 1 (1.41%) VMware