Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Puppet
Scotland > Edinburgh
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 62 76 103
Rank change year-on-year +14 +27 +2
Permanent jobs citing Puppet 91 70 42
As % of all permanent IT jobs advertised in Edinburgh 3.41% 2.83% 1.63%
As % of the Systems Management category 26.53% 28.93% 22.70%
Number of salaries quoted 31 32 30
Edinburgh median annual salary £48,000 £57,500 £50,000
Median salary % change year-on-year -16.52% +15.00% +11.11%
10th Percentile £35,000 £36,750 £29,400
90th Percentile £75,000 £73,750 £65,000
Scotland median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 343 242 185
As % of all permanent IT jobs advertised in Edinburgh 12.85% 9.78% 7.18%
Number of salaries quoted 202 127 115
Edinburgh median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% -
10th Percentile £27,500 £28,400 £28,800
90th Percentile £67,500 £73,750 £56,250
Scotland median annual salary £47,000 £44,500 £45,000
% change year-on-year +5.62% -1.11% -

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 18 July 2018.

Salary histogram for Puppet in Edinburgh

For the 6 months to 18 July 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 66 (72.53%) Ansible
2 61 (67.03%) Amazon AWS
3 59 (64.84%) DevOps
4 58 (63.74%) Opscode Chef
4 58 (63.74%) Jenkins
5 54 (59.34%) Linux
6 42 (46.15%) Microsoft Azure
7 38 (41.76%) Google Cloud Platform
8 37 (40.66%) Git (software)
8 37 (40.66%) GCP
9 35 (38.46%) Terraform
10 34 (37.36%) Docker
11 33 (36.26%) Windows
12 32 (35.16%) Continuous Integration
13 30 (32.97%) Splunk
14 29 (31.87%) Unix
14 29 (31.87%) Python
15 27 (29.67%) Team Foundation Server
15 27 (29.67%) JIRA
15 27 (29.67%) Continuous Delivery
15 27 (29.67%) Rundeck
15 27 (29.67%) ServiceNow
16 26 (28.57%) Open Source
17 25 (27.47%) Customer Engagement
17 25 (27.47%) RedGate
17 25 (27.47%) Atlassian Bamboo
17 25 (27.47%) Subversion
17 25 (27.47%) Microservices
17 25 (27.47%) Octopus Deploy
17 25 (27.47%) Elastic Stack

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 6 (6.59%) OpenStack
2 3 (3.30%) JBoss
3 2 (2.20%) Elasticsearch
3 2 (2.20%) WildFly
4 1 (1.10%) Apache
4 1 (1.10%) Tomcat
Business Applications
1 2 (2.20%) Payment Gateway
Cloud Services
1 61 (67.03%) Amazon AWS
2 42 (46.15%) Microsoft Azure
3 38 (41.76%) Google Cloud Platform
4 16 (17.58%) SaaS
5 11 (12.09%) IaaS
5 11 (12.09%) PaaS
6 2 (2.20%) Amazon EC2
7 1 (1.10%) Amazon ElastiCache
7 1 (1.10%) Amazon S3
7 1 (1.10%) AWS CloudFormation
7 1 (1.10%) Cloud Computing
7 1 (1.10%) Serverless
Communications & Networking
1 5 (5.49%) Firewall
2 3 (3.30%) DNS
2 3 (3.30%) VPN
3 2 (2.20%) Internet
4 1 (1.10%) SSL
Database & Business Intelligence
1 11 (12.09%) MySQL
2 2 (2.20%) Relational Database
2 2 (2.20%) SQL Server
3 1 (1.10%) Amazon DynamoDB
3 1 (1.10%) NoSQL
Development Applications
1 58 (63.74%) Jenkins
2 37 (40.66%) Git (software)
3 27 (29.67%) JIRA
3 27 (29.67%) Team Foundation Server
4 25 (27.47%) Atlassian Bamboo
4 25 (27.47%) GoCD
4 25 (27.47%) IBM UrbanCode
4 25 (27.47%) Octopus Deploy
4 25 (27.47%) Subversion
5 7 (7.69%) Maven
6 6 (6.59%) TeamCity
6 6 (6.59%) Vagrant
7 4 (4.40%) Codeship
8 2 (2.20%) Grunt
8 2 (2.20%) Visual Studio Team System
9 1 (1.10%) GCC
9 1 (1.10%) Mercurial
9 1 (1.10%) Selenium
General
1 6 (6.59%) Finance
2 4 (4.40%) Games
3 1 (1.10%) Digital Economy
Job Titles
1 33 (36.26%) Senior DevOps
2 30 (32.97%) Consultant
3 25 (27.47%) DevOps Consultant
3 25 (27.47%) Senior Consultant
3 25 (27.47%) Senior DevOps Consultant
4 21 (23.08%) DevOps Engineer
5 12 (13.19%) Software Engineer
6 10 (10.99%) Senior Software Engineer
7 8 (8.79%) AWS Engineer
7 8 (8.79%) Cloud Engineer
7 8 (8.79%) Senior DevOps Engineer
8 7 (7.69%) Azure Engineer
9 5 (5.49%) Technical Consultant
10 4 (4.40%) Administrator
10 4 (4.40%) Systems Administrator
11 3 (3.30%) Analyst
11 3 (3.30%) Automation Engineer
11 3 (3.30%) Linux Administrator
11 3 (3.30%) Linux Systems Administrator
11 3 (3.30%) Operations Engineer
Libraries, Frameworks & Software Standards
1 25 (27.47%) Elastic Stack
2 7 (7.69%) Ruby on Rails
3 6 (6.59%) RabbitMQ
3 6 (6.59%) React
4 2 (2.20%) AngularJS
4 2 (2.20%) Django
4 2 (2.20%) Flask
4 2 (2.20%) jQuery
4 2 (2.20%) JSON
4 2 (2.20%) RESTful
4 2 (2.20%) Web Services
5 1 (1.10%) Node.js
Miscellaneous
1 8 (8.79%) Hybrid Cloud
1 8 (8.79%) Public Cloud
2 2 (2.20%) Data Centre
3 1 (1.10%) Algorithms
3 1 (1.10%) Computer Science
3 1 (1.10%) Cyberthreat
3 1 (1.10%) Enterprise Software
3 1 (1.10%) Fintech
3 1 (1.10%) Replication
Operating Systems
1 54 (59.34%) Linux
2 33 (36.26%) Windows
3 29 (31.87%) Unix
4 15 (16.48%) Red Hat Enterprise Linux
5 6 (6.59%) CentOS
6 2 (2.20%) Ubuntu
6 2 (2.20%) Windows Server
6 2 (2.20%) Windows Server 2008
Processes & Methodologies
1 59 (64.84%) DevOps
2 32 (35.16%) Continuous Integration
3 27 (29.67%) Continuous Delivery
4 26 (28.57%) Open Source
5 25 (27.47%) Customer Engagement
5 25 (27.47%) Microservices
6 19 (20.88%) Configuration Management
7 14 (15.38%) Agile Software Development
8 13 (14.29%) Software Engineering
9 8 (8.79%) OO
9 8 (8.79%) Problem-Solving
10 7 (7.69%) Mentoring
11 6 (6.59%) Test Automation
12 5 (5.49%) High Availability
13 4 (4.40%) Presales
14 3 (3.30%) Disaster Recovery
14 3 (3.30%) Incident Management
14 3 (3.30%) Network Management
14 3 (3.30%) TDD
15 2 (2.20%) Pair Programming
Programming Languages
1 29 (31.87%) Python
2 24 (26.37%) Ruby
3 16 (17.58%) Bash Shell
4 14 (15.38%) JavaScript
5 11 (12.09%) PowerShell
6 9 (9.89%) Java
7 5 (5.49%) C#
8 4 (4.40%) C++
8 4 (4.40%) Perl
9 3 (3.30%) SQL
10 2 (2.20%) Shell Script
11 1 (1.10%) PHP
Qualifications
1 7 (7.69%) AWS Certification
2 2 (2.20%) Degree
3 1 (1.10%) Computer Science Degree
3 1 (1.10%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 37 (40.66%) GCP
2 4 (4.40%) QA
3 2 (2.20%) SLA
System Software
1 34 (37.36%) Docker
2 2 (2.20%) Virtual Machines
3 1 (1.10%) Active Directory
3 1 (1.10%) vCloud
3 1 (1.10%) VMware Infrastructure
3 1 (1.10%) VMware Server
Systems Management
1 66 (72.53%) Ansible
2 58 (63.74%) Opscode Chef
3 35 (38.46%) Terraform
4 27 (29.67%) Rundeck
5 25 (27.47%) Consul
6 24 (26.37%) Kubernetes
7 6 (6.59%) Rancher
8 4 (4.40%) Capistrano
9 3 (3.30%) Cacti
9 3 (3.30%) Nagios
9 3 (3.30%) Salt
10 1 (1.10%) Grafana
10 1 (1.10%) Kibana
10 1 (1.10%) Oracle ZFS
10 1 (1.10%) vCenter Server
Vendors
1 30 (32.97%) Splunk
2 27 (29.67%) ServiceNow
3 25 (27.47%) Delphix
3 25 (27.47%) RedGate
4 4 (4.40%) Perforce
4 4 (4.40%) SaltStack
4 4 (4.40%) VMware
5 3 (3.30%) AppDynamics
6 2 (2.20%) Remedy
7 1 (1.10%) Apple
7 1 (1.10%) Cisco
7 1 (1.10%) F5
7 1 (1.10%) Google
7 1 (1.10%) IBM
7 1 (1.10%) NetApp
7 1 (1.10%) Oracle
7 1 (1.10%) Red Hat