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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Opscode Chef
Scotland / Edinburgh
Rank 68 81 84
Rank change year-on-year
+13 +3
Permanent jobs citing Opscode Chef 26 17 22
As % of all permanent IT jobs located in Edinburgh 2.43% 1.37% 1.64%
As % of the Systems Management category 26.53% 18.28% 30.14%
Number of salaries quoted 18 14 10
Median salary £49,250 £48,000 £46,250
Median salary % change year-on-year
+2.60% +3.78%
90% offered a salary of more than £42,200 £45,000 £38,500
10% offered a salary of more than £67,500 £66,250 £47,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -

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
98 93 73
As % of all permanent IT jobs located in Edinburgh 9.17% 7.47% 5.45%
Number of salaries quoted 53 72 36
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £27,500 £32,500 £29,500
10% offered a salary of more than £67,500 £50,000 £56,250
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 24 January 2017.

Opscode Chef Salary Histogram in Edinburgh

Opscode Chef
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 January 2017, 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 46 (83.64%) Puppet
2 35 (63.64%) Linux
3 32 (58.18%) DevOps
4 27 (49.09%) Python
5 21 (38.18%) Windows
5 21 (38.18%) VMware
5 21 (38.18%) Bash Shell
6 20 (36.36%) Ansible
7 19 (34.55%) Java
8 18 (32.73%) MySQL
9 17 (30.91%) Agile Software Development
10 15 (27.27%) Docker
11 14 (25.45%) Amazon AWS
12 13 (23.64%) PowerShell
13 12 (21.82%) Ruby
13 12 (21.82%) Web Services
14 11 (20.00%) PHP
14 11 (20.00%) Games
15 10 (18.18%) Software Engineering
15 10 (18.18%) JavaScript
15 10 (18.18%) IIS
15 10 (18.18%) Apache
15 10 (18.18%) Configuration Management
15 10 (18.18%) Git (software)
15 10 (18.18%) Open Source
15 10 (18.18%) Jenkins
15 10 (18.18%) Windows Server
16 9 (16.36%) High Availability
16 9 (16.36%) Tomcat
17 8 (14.55%) Red Hat

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 10 (18.18%) Apache
1 10 (18.18%) IIS
2 9 (16.36%) Tomcat
3 7 (12.73%) nginx
4 3 (5.45%) Confluence
5 2 (3.64%) JBoss
5 2 (3.64%) OpenStack
6 1 (1.82%) Elasticsearch
6 1 (1.82%) WebSphere
Applications
1 2 (3.64%) MS Excel
1 2 (3.64%) MS Visio
1 2 (3.64%) Spreadsheet
Cloud Services
1 14 (25.45%) Amazon AWS
2 8 (14.55%) Microsoft Azure
3 6 (10.91%) IaaS
4 2 (3.64%) Cloud Computing
4 2 (3.64%) G Suite
4 2 (3.64%) SaaS
5 1 (1.82%) DigitalOcean
5 1 (1.82%) Google Cloud Platform
5 1 (1.82%) PaaS
Communications & Networking
1 7 (12.73%) NAS
1 7 (12.73%) SAN
2 5 (9.09%) iSCSI
2 5 (9.09%) WAN
3 4 (7.27%) Firewall
4 3 (5.45%) DHCP
4 3 (5.45%) DNS
5 1 (1.82%) VPN
Database & Business Intelligence
1 18 (32.73%) MySQL
2 7 (12.73%) PostgreSQL
3 6 (10.91%) Redis
4 5 (9.09%) NoSQL
5 2 (3.64%) SQL Server
Development Applications
1 10 (18.18%) Git (software)
1 10 (18.18%) Jenkins
2 7 (12.73%) Ant
2 7 (12.73%) Maven
3 5 (9.09%) Grunt
3 5 (9.09%) gulp
3 5 (9.09%) Subversion
4 4 (7.27%) GoCD
5 3 (5.45%) JIRA
5 3 (5.45%) Selenium
5 3 (5.45%) Vagrant
6 2 (3.64%) Atlassian Bamboo
7 1 (1.82%) Bower
7 1 (1.82%) git-flow
7 1 (1.82%) Gradle
7 1 (1.82%) NuGet
7 1 (1.82%) Sonatype Nexus
General
1 11 (20.00%) Games
2 8 (14.55%) Banking
2 8 (14.55%) Finance
3 6 (10.91%) Retail
4 5 (9.09%) Telecoms
5 2 (3.64%) Retail Banking
6 1 (1.82%) Investment Banking
Job Titles
1 19 (34.55%) DevOps Engineer
2 7 (12.73%) Software Engineer
3 5 (9.09%) Systems Engineer
4 4 (7.27%) Developer
5 3 (5.45%) Analyst
5 3 (5.45%) Automation Tester
5 3 (5.45%) Continuous Deployment Engineer
5 3 (5.45%) IT Engineer
5 3 (5.45%) Java Engineer
5 3 (5.45%) Python Software Engineer
5 3 (5.45%) Systems Analyst
5 3 (5.45%) Tester
6 2 (3.64%) Administrator
6 2 (3.64%) AWS DevOps
6 2 (3.64%) DevOps Manager
6 2 (3.64%) Java Developer
6 2 (3.64%) Linux Systems Engineer
6 2 (3.64%) Node.js Developer
6 2 (3.64%) Senior Developer
6 2 (3.64%) Systems Administrator
Libraries, Frameworks & Software Standards
1 12 (21.82%) Web Services
2 8 (14.55%) AngularJS
3 7 (12.73%) jQuery
4 6 (10.91%) Celery
4 6 (10.91%) Flask
4 6 (10.91%) Twitter Bootstrap
5 5 (9.09%) ELK Stack
5 5 (9.09%) LAMP
6 4 (7.27%) RESTful
7 3 (5.45%) .NET
7 3 (5.45%) Node.js
7 3 (5.45%) React
8 2 (3.64%) Apache Wicket
8 2 (3.64%) ASP.NET
8 2 (3.64%) CSS
8 2 (3.64%) HTML
8 2 (3.64%) Java EE
8 2 (3.64%) Servlets
8 2 (3.64%) SOAP
8 2 (3.64%) Spring
Miscellaneous
1 3 (5.45%) Data Centre
2 2 (3.64%) Fintech
2 2 (3.64%) Inversion of Control
2 2 (3.64%) Online Banking
2 2 (3.64%) Public Cloud
2 2 (3.64%) Virtual Team
3 1 (1.82%) Computer Science
3 1 (1.82%) Enterprise Storage
3 1 (1.82%) Replication
Operating Systems
1 35 (63.64%) Linux
2 21 (38.18%) Windows
3 10 (18.18%) Windows Server
4 8 (14.55%) Red Hat Enterprise Linux
5 7 (12.73%) Unix
6 5 (9.09%) Ubuntu
7 3 (5.45%) CentOS
8 2 (3.64%) Solaris
8 2 (3.64%) Windows Server 2012
9 1 (1.82%) Mac OS X
9 1 (1.82%) Windows Server 2003
9 1 (1.82%) Windows Server 2008
Processes & Methodologies
1 32 (58.18%) DevOps
2 17 (30.91%) Agile Software Development
3 10 (18.18%) Configuration Management
3 10 (18.18%) Open Source
3 10 (18.18%) Software Engineering
4 9 (16.36%) High Availability
5 8 (14.55%) Continuous Delivery
5 8 (14.55%) Continuous Integration
6 7 (12.73%) Scrum
6 7 (12.73%) TDD
7 6 (10.91%) Continuous Improvement
7 6 (10.91%) ITIL
8 4 (7.27%) Capacity Planning
8 4 (7.27%) SDLC
8 4 (7.27%) Validation
9 3 (5.45%) Infrastructure Monitoring
9 3 (5.45%) Regression Testing
9 3 (5.45%) Software Delivery
9 3 (5.45%) Test Scripting
9 3 (5.45%) Web Testing
Programming Languages
1 27 (49.09%) Python
2 21 (38.18%) Bash Shell
3 19 (34.55%) Java
4 13 (23.64%) PowerShell
5 12 (21.82%) Ruby
6 11 (20.00%) PHP
7 10 (18.18%) JavaScript
8 3 (5.45%) Perl
8 3 (5.45%) SQL
9 2 (3.64%) C#
9 2 (3.64%) Groovy
9 2 (3.64%) PL/SQL
10 1 (1.82%) Shell Script
Qualifications
1 5 (9.09%) RHCE
2 2 (3.64%) NCDA
2 2 (3.64%) NCIE
2 2 (3.64%) VCAP
2 2 (3.64%) VMware Certified Professional (VCP)
3 1 (1.82%) Degree
3 1 (1.82%) Microsoft Certification
Quality Assurance & Compliance
1 3 (5.45%) QA
2 1 (1.82%) ISO/IEC 27001
System Software
1 15 (27.27%) Docker
2 6 (10.91%) VMware Infrastructure
3 5 (9.09%) Varnish
4 3 (5.45%) Active Directory
4 3 (5.45%) Hyper-V
4 3 (5.45%) vSphere
5 2 (3.64%) vCloud
5 2 (3.64%) VMware Server
6 1 (1.82%) VirtualBox
6 1 (1.82%) Xen
Systems Management
1 46 (83.64%) Puppet
2 20 (36.36%) Ansible
3 4 (7.27%) Capistrano
3 4 (7.27%) Mesos
4 3 (5.45%) Check_MK
4 3 (5.45%) Nagios
5 2 (3.64%) vRealize
6 1 (1.82%) Packer
6 1 (1.82%) SCCM
Vendors
1 21 (38.18%) VMware
2 8 (14.55%) Cisco
2 8 (14.55%) Red Hat
3 5 (9.09%) Brocade
3 5 (9.09%) Citrix
3 5 (9.09%) Percona
3 5 (9.09%) Perforce
3 5 (9.09%) Riverbed
4 4 (7.27%) Microsoft
5 3 (5.45%) Atlassian
5 3 (5.45%) Dell
5 3 (5.45%) Google
5 3 (5.45%) HP
5 3 (5.45%) Palo Alto
5 3 (5.45%) Rackspace
6 2 (3.64%) NetApp
7 1 (1.82%) Oracle
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