The table below looks at the statistics for Opscode Chef skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Opscode Chef over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Opscode Chef
Rank 61 82 101
Rank change year-on-year
+21 +19
Permanent jobs citing Opscode Chef 34 23 13
As % of all permanent IT jobs located in Edinburgh 3.13% 1.60% 0.87%
As % of the Systems Management category 37.36% 17.83% 14.77%
Number of salaries quoted 24 11 5
Median salary £46,250 £50,000 £37,500
Median salary % change year-on-year
-7.50% +33.33%
90% offered a salary of more than £35,900 £45,000 £26,800
10% offered a salary of more than £60,250 £70,000 £48,000
UK excluding London median salary £50,000 £50,000 £47,500
% change year-on-year
- +5.26%
Opscode Chef
Scotland

The following table is for comparison with the above and provides statistics for the entire Systems Management category in permanent jobs advertised in the Edinburgh region.

Systems Management Category
Edinburgh
Permanent IT job ads with a match in the
Systems Management category
91 129 88
As % of all permanent IT jobs located in Edinburgh 8.39% 8.97% 5.86%
Number of salaries quoted 52 85 34
Median salary £47,500 £49,250 £37,500
Median salary % change year-on-year
-3.55% +31.33%
90% offered a salary of more than £32,500 £33,500 £28,500
10% offered a salary of more than £62,500 £47,700 £60,000
UK excluding London median salary £47,500 £45,000 £42,500
% change year-on-year
+5.55% +5.88%

Opscode Chef
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Opscode Chef as a proportion of all IT jobs with a match in the Systems Management category.

Opscode Chef Jobs Demand Trend in Edinburgh

Opscode Chef
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Opscode Chef across the Edinburgh region.

Opscode Chef Salary Trend in Edinburgh

Opscode Chef
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Opscode Chef across the Edinburgh region over the 3 months to 5 December 2016.

Opscode Chef Salary Histogram in Edinburgh

Opscode Chef
Top 30 Related IT Skills in Edinburgh

For the 6 months to 5 December 2016, IT jobs citing Opscode Chef also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for Opscode Chef.

1 63 (87.50%) Puppet
2 54 (75.00%) Linux
3 51 (70.83%) DevOps
4 39 (54.17%) VMware
5 34 (47.22%) Bash Shell
6 30 (41.67%) Python
6 30 (41.67%) Java
7 27 (37.50%) Docker
8 26 (36.11%) Ansible
9 24 (33.33%) Windows
10 21 (29.17%) Jenkins
11 20 (27.78%) Ruby
12 18 (25.00%) Finance
12 18 (25.00%) Agile Software Development
12 18 (25.00%) PHP
13 17 (23.61%) Continuous Delivery
14 16 (22.22%) JavaScript
14 16 (22.22%) MySQL
15 15 (20.83%) Ant
15 15 (20.83%) Maven
15 15 (20.83%) Games
15 15 (20.83%) High Availability
16 14 (19.44%) nginx
16 14 (19.44%) Amazon AWS
16 14 (19.44%) Red Hat
17 13 (18.06%) PostgreSQL
17 13 (18.06%) PowerShell
17 13 (18.06%) Capistrano
17 13 (18.06%) Grunt
17 13 (18.06%) gulp

Opscode Chef
Top Related 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 14 (19.44%) nginx
2 11 (15.28%) IIS
3 6 (8.33%) Apache
3 6 (8.33%) Tomcat
4 2 (2.78%) JBoss
5 1 (1.39%) Confluence
5 1 (1.39%) OpenStack
5 1 (1.39%) WebSphere
Applications
1 5 (6.94%) MS Excel
2 1 (1.39%) MS Visio
2 1 (1.39%) Spreadsheet
Cloud Services
1 14 (19.44%) Amazon AWS
2 12 (16.67%) Microsoft Azure
3 10 (13.89%) IaaS
4 3 (4.17%) Cloud Computing
4 3 (4.17%) SaaS
5 1 (1.39%) DigitalOcean
5 1 (1.39%) G Suite
5 1 (1.39%) Google Cloud Platform
5 1 (1.39%) PaaS
Communications & Networking
1 3 (4.17%) Firewall
1 3 (4.17%) NAS
1 3 (4.17%) SAN
2 2 (2.78%) iSCSI
2 2 (2.78%) WAN
3 1 (1.39%) DHCP
3 1 (1.39%) DNS
3 1 (1.39%) VPN
Database & Business Intelligence
1 16 (22.22%) MySQL
2 13 (18.06%) PostgreSQL
3 6 (8.33%) Redis
4 3 (4.17%) SQL Server
5 2 (2.78%) NoSQL
Development Applications
1 21 (29.17%) Jenkins
2 15 (20.83%) Ant
2 15 (20.83%) Maven
3 13 (18.06%) Grunt
3 13 (18.06%) gulp
4 12 (16.67%) GoCD
5 9 (12.50%) Git (software)
6 3 (4.17%) Atlassian Bamboo
6 3 (4.17%) Selenium
6 3 (4.17%) Subversion
6 3 (4.17%) Vagrant
7 1 (1.39%) Bower
7 1 (1.39%) Codeship
7 1 (1.39%) git-flow
7 1 (1.39%) Gradle
7 1 (1.39%) JIRA
7 1 (1.39%) NuGet
7 1 (1.39%) Sonatype Nexus
General
1 18 (25.00%) Finance
2 15 (20.83%) Games
3 12 (16.67%) Retail
3 12 (16.67%) Telecoms
4 10 (13.89%) Banking
5 4 (5.56%) Investment Banking
6 1 (1.39%) Retail Banking
Job Titles
1 28 (38.89%) DevOps Engineer
2 8 (11.11%) Analyst
2 8 (11.11%) Systems Analyst
3 7 (9.72%) Java Engineer
3 7 (9.72%) Senior Analyst
3 7 (9.72%) Senior Systems Analyst
4 6 (8.33%) Software Engineer
5 4 (5.56%) Continuous Deployment Engineer
6 3 (4.17%) Automation Tester
6 3 (4.17%) Cloud Engineer
6 3 (4.17%) Developer
6 3 (4.17%) Python Software Engineer
6 3 (4.17%) Systems Administrator
6 3 (4.17%) Tester
7 2 (2.78%) Administrator
7 2 (2.78%) Infrastructure Analyst
7 2 (2.78%) Infrastructure Engineer
7 2 (2.78%) Senior Developer
7 2 (2.78%) Senior Java Developer
7 2 (2.78%) Systems Engineer
Libraries, Frameworks & Software Standards
1 11 (15.28%) ELK Stack
2 9 (12.50%) Web Services
3 7 (9.72%) AngularJS
4 6 (8.33%) Celery
4 6 (8.33%) Flask
4 6 (8.33%) jQuery
4 6 (8.33%) Twitter Bootstrap
5 2 (2.78%) .NET
5 2 (2.78%) Apache Wicket
5 2 (2.78%) ASP.NET
5 2 (2.78%) Java EE
5 2 (2.78%) LAMP
5 2 (2.78%) Node.js
5 2 (2.78%) RESTful
5 2 (2.78%) Servlets
5 2 (2.78%) SOAP
5 2 (2.78%) Spring
6 1 (1.39%) CSS
6 1 (1.39%) HTML
6 1 (1.39%) Velocity
Miscellaneous
1 3 (4.17%) Virtual Team
2 2 (2.78%) Data Centre
2 2 (2.78%) Enterprise Storage
2 2 (2.78%) Inversion of Control
2 2 (2.78%) Online Banking
2 2 (2.78%) Public Cloud
3 1 (1.39%) Computer Science
3 1 (1.39%) Fintech
3 1 (1.39%) Replication
Operating Systems
1 54 (75.00%) Linux
2 24 (33.33%) Windows
3 10 (13.89%) Windows Server
4 6 (8.33%) Unix
5 5 (6.94%) Red Hat Enterprise Linux
5 5 (6.94%) Windows Server 2012
6 4 (5.56%) CentOS
6 4 (5.56%) Windows Server 2003
7 2 (2.78%) Solaris
7 2 (2.78%) Ubuntu
8 1 (1.39%) Mac OS X
8 1 (1.39%) Windows Server 2008
Processes & Methodologies
1 51 (70.83%) DevOps
2 18 (25.00%) Agile Software Development
3 17 (23.61%) Continuous Delivery
4 15 (20.83%) High Availability
5 10 (13.89%) ITIL
6 9 (12.50%) Configuration Management
6 9 (12.50%) Software Engineering
7 7 (9.72%) Continuous Integration
7 7 (9.72%) Open Source
7 7 (9.72%) Scrum
8 6 (8.33%) Continuous Improvement
8 6 (8.33%) TDD
8 6 (8.33%) Validation
9 4 (5.56%) Asset Management
9 4 (5.56%) Capacity Planning
9 4 (5.56%) Continuous Deployment
9 4 (5.56%) SDLC
10 3 (4.17%) Automation Testing
10 3 (4.17%) Performance Management
10 3 (4.17%) Software Delivery
Programming Languages
1 34 (47.22%) Bash Shell
2 30 (41.67%) Java
2 30 (41.67%) Python
3 20 (27.78%) Ruby
4 18 (25.00%) PHP
5 16 (22.22%) JavaScript
6 13 (18.06%) PowerShell
7 4 (5.56%) SQL
8 2 (2.78%) Groovy
8 2 (2.78%) PL/SQL
9 1 (1.39%) C#
9 1 (1.39%) Perl
9 1 (1.39%) Shell Script
Qualifications
1 11 (15.28%) RHCE
2 1 (1.39%) Degree
2 1 (1.39%) Microsoft Certification
2 1 (1.39%) NCDA
2 1 (1.39%) NCIE
2 1 (1.39%) VCAP
2 1 (1.39%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 3 (4.17%) QA
2 2 (2.78%) ISO/IEC 27001
System Software
1 27 (37.50%) Docker
2 11 (15.28%) Varnish
2 11 (15.28%) VMware Infrastructure
3 7 (9.72%) Hyper-V
4 3 (4.17%) vSphere
5 1 (1.39%) Active Directory
5 1 (1.39%) OpenSSH
5 1 (1.39%) vCloud
5 1 (1.39%) VirtualBox
5 1 (1.39%) VMware Server
5 1 (1.39%) Xen
Systems Management
1 63 (87.50%) Puppet
2 26 (36.11%) Ansible
3 13 (18.06%) Capistrano
4 12 (16.67%) Mesos
5 2 (2.78%) Check_MK
5 2 (2.78%) Nagios
6 1 (1.39%) Packer
6 1 (1.39%) SCCM
6 1 (1.39%) vRealize
Vendors
1 39 (54.17%) VMware
2 14 (19.44%) Red Hat
3 9 (12.50%) Cisco
4 7 (9.72%) Dell
4 7 (9.72%) HP
5 6 (8.33%) Microsoft
6 4 (5.56%) Rackspace
7 2 (2.78%) Brocade
7 2 (2.78%) Citrix
7 2 (2.78%) Google
7 2 (2.78%) Palo Alto
7 2 (2.78%) Percona
7 2 (2.78%) Perforce
7 2 (2.78%) Riverbed
8 1 (1.39%) Atlassian
8 1 (1.39%) NetApp
8 1 (1.39%) Oracle
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