Period
to 25 April 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 25 April 2018 with a comparison to the same period in the previous 2 years.

Puppet
Scotland > Edinburgh
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 56 77 117
Rank change year-on-year +21 +40 -11
Permanent jobs citing Puppet 93 61 32
As % of all permanent IT jobs advertised in Edinburgh 3.52% 2.78% 1.22%
As % of the Systems Management category 30.90% 31.61% 17.88%
Number of salaries quoted 36 33 25
Edinburgh median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% -
10th Percentile £37,500 £38,950 £39,150
90th Percentile £75,000 £74,750 £68,750
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

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 301 193 179
As % of all permanent IT jobs advertised in Edinburgh 11.38% 8.79% 6.85%
Number of salaries quoted 160 105 127
Edinburgh median annual salary £45,000 £45,000 £45,000
10th Percentile £28,250 £26,250 £30,300
90th Percentile £67,500 £76,250 £57,500
Scotland median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +5.88%

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 25 April 2018.

Salary histogram for Puppet in Edinburgh

For the 6 months to 25 April 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 73 (78.49%) DevOps
2 72 (77.42%) Ansible
2 72 (77.42%) Amazon AWS
3 66 (70.97%) Opscode Chef
4 64 (68.82%) Jenkins
5 55 (59.14%) Linux
6 50 (53.76%) Microsoft Azure
7 44 (47.31%) GCP
7 44 (47.31%) Google Cloud Platform
8 42 (45.16%) Docker
9 38 (40.86%) Git (software)
10 36 (38.71%) Terraform
11 34 (36.56%) Windows
12 32 (34.41%) Rundeck
13 31 (33.33%) Unix
14 30 (32.26%) Python
14 30 (32.26%) Subversion
14 30 (32.26%) GoCD
14 30 (32.26%) Consul
15 29 (31.18%) Continuous Integration
15 29 (31.18%) Splunk
16 28 (30.11%) Open Source
16 28 (30.11%) Team Foundation Server
16 28 (30.11%) Atlassian Bamboo
16 28 (30.11%) Continuous Delivery
17 27 (29.03%) JIRA
18 26 (27.96%) Customer Engagement
18 26 (27.96%) RedGate
18 26 (27.96%) Elastic Stack
18 26 (27.96%) Octopus Deploy

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 3 (3.23%) Elasticsearch
1 3 (3.23%) OpenStack
2 2 (2.15%) Tomcat
3 1 (1.08%) Apache
3 1 (1.08%) JBoss
3 1 (1.08%) WebLogic
Applications
1 4 (4.30%) Microsoft Excel
Business Applications
1 1 (1.08%) Oracle EBS R12
Cloud Services
1 72 (77.42%) Amazon AWS
2 50 (53.76%) Microsoft Azure
3 44 (47.31%) Google Cloud Platform
4 17 (18.28%) SaaS
5 14 (15.05%) IaaS
5 14 (15.05%) PaaS
6 3 (3.23%) Amazon EC2
6 3 (3.23%) Amazon S3
6 3 (3.23%) AWS CloudFormation
7 1 (1.08%) Amazon ElastiCache
7 1 (1.08%) Office 365
Communications & Networking
1 7 (7.53%) Firewall
2 3 (3.23%) DNS
3 2 (2.15%) VPN
4 1 (1.08%) Internet
4 1 (1.08%) LAN
4 1 (1.08%) SAN
4 1 (1.08%) SSL
4 1 (1.08%) WAN
Database & Business Intelligence
1 6 (6.45%) MySQL
2 2 (2.15%) Amazon DynamoDB
2 2 (2.15%) NoSQL
3 1 (1.08%) Cosmos DB
3 1 (1.08%) Data Warehouse
3 1 (1.08%) Enterprise Data Warehouse
3 1 (1.08%) Oracle Database
3 1 (1.08%) PostgreSQL
3 1 (1.08%) Relational Database
3 1 (1.08%) SQL Server
Development Applications
1 64 (68.82%) Jenkins
2 38 (40.86%) Git (software)
3 30 (32.26%) GoCD
3 30 (32.26%) Subversion
4 28 (30.11%) Atlassian Bamboo
4 28 (30.11%) Team Foundation Server
5 27 (29.03%) JIRA
6 26 (27.96%) IBM UrbanCode
6 26 (27.96%) Octopus Deploy
7 6 (6.45%) TeamCity
8 4 (4.30%) Codeship
8 4 (4.30%) Maven
9 3 (3.23%) Vagrant
10 2 (2.15%) Grunt
10 2 (2.15%) Hudson
10 2 (2.15%) Visual Studio Team System
11 1 (1.08%) GCC
11 1 (1.08%) Jasmine
11 1 (1.08%) Mocha
11 1 (1.08%) Protractor
General
1 6 (6.45%) Finance
2 3 (3.23%) Games
Job Titles
1 38 (40.86%) Consultant
2 35 (37.63%) Senior DevOps
3 26 (27.96%) DevOps Consultant
3 26 (27.96%) Senior Consultant
3 26 (27.96%) Senior DevOps Consultant
4 25 (26.88%) DevOps Engineer
5 9 (9.68%) Senior DevOps Engineer
6 8 (8.60%) Technical Consultant
7 7 (7.53%) Cloud Engineer
8 6 (6.45%) Software Engineer
9 5 (5.38%) Administrator
9 5 (5.38%) AWS Engineer
9 5 (5.38%) Senior Software Engineer
9 5 (5.38%) Systems Administrator
10 4 (4.30%) Digital Transformation
10 4 (4.30%) Digital Transformation Consultant
10 4 (4.30%) Transformation Consultant
11 3 (3.23%) Azure Engineer
11 3 (3.23%) Linux Administrator
11 3 (3.23%) Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 26 (27.96%) Elastic Stack
2 7 (7.53%) RabbitMQ
2 7 (7.53%) React
3 6 (6.45%) Ruby on Rails
4 3 (3.23%) AngularJS
5 2 (2.15%) Django
5 2 (2.15%) Flask
5 2 (2.15%) jQuery
5 2 (2.15%) JSON
5 2 (2.15%) Node.js
6 1 (1.08%) LAMP
6 1 (1.08%) RESTful
6 1 (1.08%) SOAP
6 1 (1.08%) Swagger
6 1 (1.08%) Web Services
6 1 (1.08%) XML
Miscellaneous
1 6 (6.45%) Hybrid Cloud
2 5 (5.38%) Public Cloud
3 2 (2.15%) Fintech
4 1 (1.08%) Algorithms
4 1 (1.08%) Enterprise Software
4 1 (1.08%) PKI
Operating Systems
1 55 (59.14%) Linux
2 34 (36.56%) Windows
3 31 (33.33%) Unix
4 13 (13.98%) Red Hat Enterprise Linux
5 7 (7.53%) CentOS
6 4 (4.30%) Windows Server 2008
7 2 (2.15%) Windows Server
8 1 (1.08%) Ubuntu
8 1 (1.08%) Windows Server 2012
Processes & Methodologies
1 73 (78.49%) DevOps
2 29 (31.18%) Continuous Integration
3 28 (30.11%) Continuous Delivery
3 28 (30.11%) Open Source
4 26 (27.96%) Customer Engagement
4 26 (27.96%) Microservices
5 19 (20.43%) Agile Software Development
5 19 (20.43%) Configuration Management
6 12 (12.90%) Test Automation
7 7 (7.53%) Mentoring
7 7 (7.53%) Software Engineering
8 5 (5.38%) Deployment Automation
8 5 (5.38%) Problem-Solving
9 4 (4.30%) Coaching
9 4 (4.30%) Enterprise Architecture
9 4 (4.30%) High Availability
9 4 (4.30%) Presales
9 4 (4.30%) Target Operating Model
9 4 (4.30%) TDD
9 4 (4.30%) Waterfall
Programming Languages
1 30 (32.26%) Python
2 24 (25.81%) Ruby
3 20 (21.51%) Bash Shell
4 16 (17.20%) JavaScript
5 12 (12.90%) PowerShell
6 8 (8.60%) Java
7 5 (5.38%) C#
7 5 (5.38%) Perl
8 4 (4.30%) C++
9 2 (2.15%) Shell Script
9 2 (2.15%) SQL
10 1 (1.08%) TypeScript
Qualifications
1 12 (12.90%) AWS Certification
2 1 (1.08%) SC Cleared
2 1 (1.08%) Security Cleared
Quality Assurance & Compliance
1 44 (47.31%) GCP
2 12 (12.90%) QA
System Software
1 42 (45.16%) Docker
2 3 (3.23%) VMware Infrastructure
3 2 (2.15%) Active Directory
3 2 (2.15%) vCloud
4 1 (1.08%) Virtual Machines
4 1 (1.08%) VMware ESXi
4 1 (1.08%) VMware Server
4 1 (1.08%) vSphere
Systems Management
1 72 (77.42%) Ansible
2 66 (70.97%) Opscode Chef
3 36 (38.71%) Terraform
4 32 (34.41%) Rundeck
5 30 (32.26%) Consul
6 25 (26.88%) Kubernetes
7 3 (3.23%) Rancher
8 2 (2.15%) Capistrano
8 2 (2.15%) Docker Swarm
8 2 (2.15%) Nagios
8 2 (2.15%) Packer
8 2 (2.15%) vCenter Server
9 1 (1.08%) Cacti
9 1 (1.08%) Oracle ZFS
9 1 (1.08%) SCCM
Vendors
1 29 (31.18%) Splunk
2 26 (27.96%) Delphix
2 26 (27.96%) RedGate
2 26 (27.96%) ServiceNow
3 7 (7.53%) VMware
4 3 (3.23%) Oracle
5 2 (2.15%) Perforce
5 2 (2.15%) Red Hat
6 1 (1.08%) Cisco
6 1 (1.08%) F5
6 1 (1.08%) IBM
6 1 (1.08%) Microsoft
6 1 (1.08%) NetApp