The table below looks at the statistics for Opscode Chef skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Opscode Chef over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Opscode Chef
UK / Scotland
Rank 106 126 130
Rank change year-on-year
+20 +4
Permanent jobs citing Opscode Chef 25 32 30
As % of all permanent IT jobs located in Scotland 1.11% 1.08% 0.99%
As % of the Systems Management category 15.43% 16.49% 15.87%
Number of salaries quoted 18 24 17
Median salary £49,250 £45,000 £47,500
Median salary % change year-on-year
+9.44% -5.26%
90% offered a salary of more than £42,200 £42,500 £37,500
10% offered a salary of more than £67,500 £56,000 £50,000
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 Scotland region.

Systems Management Category
Scotland
Permanent IT job ads with a match in the
Systems Management category
162 194 189
As % of all permanent IT jobs located in Scotland 7.18% 6.56% 6.26%
Number of salaries quoted 97 128 115
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,000 £35,000 £32,500
10% offered a salary of more than £52,500 £57,350 £53,400
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 Scotland

The demand trend of job ads across the Scotland 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 Scotland

Opscode Chef
Salary Trend in Scotland

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

Opscode Chef Salary Trend in Scotland

Opscode Chef
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Opscode Chef across the Scotland region over the 3 months to 20 January 2017.

Opscode Chef Salary Histogram in Scotland

Opscode Chef
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Opscode Chef within the Scotland region over the 3 months to 20 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +18 25 £49,250 +2.60% 7
Opscode Chef
UK

Opscode Chef
Top 30 Related IT Skills in Scotland

For the 6 months to 20 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 Scotland region with a requirement for Opscode Chef.

1 63 (87.50%) Puppet
2 43 (59.72%) Python
3 40 (55.56%) DevOps
4 39 (54.17%) Linux
5 26 (36.11%) Agile Software Development
5 26 (36.11%) Ansible
6 25 (34.72%) Bash Shell
6 25 (34.72%) Java
7 24 (33.33%) VMware
8 22 (30.56%) Finance
8 22 (30.56%) MySQL
8 22 (30.56%) Jenkins
9 21 (29.17%) Docker
10 20 (27.78%) Windows
11 19 (26.39%) Ruby
11 19 (26.39%) Continuous Integration
11 19 (26.39%) Amazon AWS
12 16 (22.22%) Banking
13 15 (20.83%) Web Services
14 14 (19.44%) Configuration Management
14 14 (19.44%) Open Source
14 14 (19.44%) Continuous Delivery
15 13 (18.06%) PHP
15 13 (18.06%) Games
15 13 (18.06%) Scrum
16 12 (16.67%) Telecoms
16 12 (16.67%) Ant
16 12 (16.67%) High Availability
16 12 (16.67%) PowerShell
16 12 (16.67%) Git (software)

Opscode Chef
Top Related IT Skills in Scotland 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 11 (15.28%) Tomcat
2 10 (13.89%) Apache
3 8 (11.11%) IIS
4 7 (9.72%) nginx
5 3 (4.17%) Cloud Foundry
5 3 (4.17%) JBoss
5 3 (4.17%) OpenStack
6 2 (2.78%) Apache Qpid
6 2 (2.78%) Confluence
6 2 (2.78%) Elasticsearch
7 1 (1.39%) WebSphere
Applications
1 4 (5.56%) MS Excel
2 2 (2.78%) MS Visio
2 2 (2.78%) Spreadsheet
Cloud Services
1 19 (26.39%) Amazon AWS
2 11 (15.28%) Microsoft Azure
3 10 (13.89%) IaaS
4 7 (9.72%) PaaS
5 5 (6.94%) Google Cloud Platform
6 4 (5.56%) SaaS
7 3 (4.17%) DigitalOcean
8 2 (2.78%) Cloud Computing
8 2 (2.78%) G Suite
8 2 (2.78%) GitHub
8 2 (2.78%) Google App Engine
8 2 (2.78%) Google Compute Engine
8 2 (2.78%) Heroku
Communications & Networking
1 7 (9.72%) SAN
2 6 (8.33%) Firewall
2 6 (8.33%) NAS
3 4 (5.56%) iSCSI
3 4 (5.56%) WAN
4 2 (2.78%) AMQP
4 2 (2.78%) DHCP
4 2 (2.78%) DNS
4 2 (2.78%) HTTP
4 2 (2.78%) Internet
4 2 (2.78%) Software-Defined Networking
5 1 (1.39%) VPN
Database & Business Intelligence
1 22 (30.56%) MySQL
2 11 (15.28%) PostgreSQL
3 6 (8.33%) NoSQL
3 6 (8.33%) Redis
4 2 (2.78%) Apache Cassandra
4 2 (2.78%) MongoDB
4 2 (2.78%) RDBMS
4 2 (2.78%) Relational Database
4 2 (2.78%) SQL Server
Development Applications
1 22 (30.56%) Jenkins
2 12 (16.67%) Ant
2 12 (16.67%) Git (software)
3 8 (11.11%) Maven
3 8 (11.11%) Selenium
4 6 (8.33%) Subversion
5 5 (6.94%) Grunt
5 5 (6.94%) gulp
6 4 (5.56%) Atlassian Bamboo
6 4 (5.56%) GoCD
7 3 (4.17%) Vagrant
8 2 (2.78%) Cucumber
8 2 (2.78%) JIRA
9 1 (1.39%) Bower
9 1 (1.39%) Eclipse
9 1 (1.39%) git-flow
9 1 (1.39%) Gradle
9 1 (1.39%) JUnit
9 1 (1.39%) NuGet
9 1 (1.39%) Sonatype Nexus
General
1 22 (30.56%) Finance
2 16 (22.22%) Banking
3 13 (18.06%) Games
4 12 (16.67%) Telecoms
5 6 (8.33%) Retail
6 2 (2.78%) Billing
6 2 (2.78%) Retail Banking
7 1 (1.39%) Investment Banking
Job Titles
1 25 (34.72%) DevOps Engineer
2 7 (9.72%) Software Engineer
3 6 (8.33%) Automation Tester
3 6 (8.33%) Continuous Deployment Engineer
3 6 (8.33%) Developer
3 6 (8.33%) Tester
4 4 (5.56%) AWS DevOps
4 4 (5.56%) Java Engineer
4 4 (5.56%) Systems Engineer
5 3 (4.17%) Analyst
5 3 (4.17%) AWS Engineer
5 3 (4.17%) Python Software Engineer
5 3 (4.17%) Systems Analyst
6 2 (2.78%) Cloud Architect
6 2 (2.78%) Cloud Engineer
6 2 (2.78%) DevOps Manager
6 2 (2.78%) IT Engineer
6 2 (2.78%) Linux Systems Engineer
6 2 (2.78%) Node.js Developer
6 2 (2.78%) Service Architect
Libraries, Frameworks & Software Standards
1 15 (20.83%) Web Services
2 8 (11.11%) AngularJS
3 6 (8.33%) Celery
3 6 (8.33%) ELK Stack
3 6 (8.33%) Flask
3 6 (8.33%) jQuery
3 6 (8.33%) Twitter Bootstrap
4 4 (5.56%) Java EE
4 4 (5.56%) LAMP
5 3 (4.17%) Node.js
5 3 (4.17%) React
5 3 (4.17%) RESTful
5 3 (4.17%) Spring
6 2 (2.78%) Apache Wicket
6 2 (2.78%) Behat
6 2 (2.78%) Django
6 2 (2.78%) RabbitMQ
6 2 (2.78%) Servlets
6 2 (2.78%) SOAP
6 2 (2.78%) Symfony
Miscellaneous
1 5 (6.94%) Data Centre
2 3 (4.17%) Replication
3 2 (2.78%) Blog
3 2 (2.78%) Computer Science
3 2 (2.78%) Digital Media
3 2 (2.78%) Fintech
3 2 (2.78%) Inversion of Control
3 2 (2.78%) Online Banking
3 2 (2.78%) Public Cloud
3 2 (2.78%) Virtual Team
4 1 (1.39%) Enterprise Storage
4 1 (1.39%) Management Information System
Operating Systems
1 39 (54.17%) Linux
2 20 (27.78%) Windows
3 8 (11.11%) Unix
3 8 (11.11%) Windows Server
4 6 (8.33%) Red Hat Enterprise Linux
5 4 (5.56%) CentOS
5 4 (5.56%) Ubuntu
6 3 (4.17%) Solaris
7 2 (2.78%) Windows Server 2012
8 1 (1.39%) Mac OS X
8 1 (1.39%) Windows Server 2003
8 1 (1.39%) Windows Server 2008
Processes & Methodologies
1 40 (55.56%) DevOps
2 26 (36.11%) Agile Software Development
3 19 (26.39%) Continuous Integration
4 14 (19.44%) Configuration Management
4 14 (19.44%) Continuous Delivery
4 14 (19.44%) Open Source
5 13 (18.06%) Scrum
6 12 (16.67%) High Availability
7 10 (13.89%) Software Engineering
7 10 (13.89%) TDD
8 9 (12.50%) Continuous Improvement
8 9 (12.50%) SDLC
9 8 (11.11%) Regression Testing
9 8 (11.11%) Test Scripting
9 8 (11.11%) Web Testing
10 7 (9.72%) Continuous Deployment
11 6 (8.33%) Automation Testing
11 6 (8.33%) ITIL
11 6 (8.33%) Software Delivery
12 5 (6.94%) Analytics
Programming Languages
1 43 (59.72%) Python
2 25 (34.72%) Bash Shell
2 25 (34.72%) Java
3 19 (26.39%) Ruby
4 13 (18.06%) PHP
5 12 (16.67%) PowerShell
6 9 (12.50%) JavaScript
7 7 (9.72%) Perl
8 4 (5.56%) C#
8 4 (5.56%) SQL
9 3 (4.17%) C++
9 3 (4.17%) PL/SQL
10 2 (2.78%) Groovy
10 2 (2.78%) Shell Script
11 1 (1.39%) C
Qualifications
1 8 (11.11%) Degree
2 5 (6.94%) RHCE
3 2 (2.78%) NCDA
3 2 (2.78%) NCIE
3 2 (2.78%) VCAP
3 2 (2.78%) VMware Certified Professional (VCP)
4 1 (1.39%) Microsoft Certification
Quality Assurance & Compliance
1 8 (11.11%) QA
2 1 (1.39%) ISO/IEC 27001
System Software
1 21 (29.17%) Docker
2 10 (13.89%) VMware Infrastructure
3 5 (6.94%) Varnish
4 4 (5.56%) VMware ESXi
5 3 (4.17%) Hyper-V
5 3 (4.17%) vSphere
6 2 (2.78%) Active Directory
6 2 (2.78%) vCloud
6 2 (2.78%) VMware Server
7 1 (1.39%) Ceph
7 1 (1.39%) VirtualBox
7 1 (1.39%) Xen
Systems Management
1 63 (87.50%) Puppet
2 26 (36.11%) Ansible
3 4 (5.56%) Capistrano
3 4 (5.56%) Mesos
4 3 (4.17%) Check_MK
4 3 (4.17%) Nagios
5 2 (2.78%) CFEngine
5 2 (2.78%) vRealize
6 1 (1.39%) Kibana
6 1 (1.39%) logstash
6 1 (1.39%) Packer
6 1 (1.39%) SCCM
Vendors
1 24 (33.33%) VMware
2 7 (9.72%) Cisco
2 7 (9.72%) Google
2 7 (9.72%) Red Hat
3 5 (6.94%) Microsoft
3 5 (6.94%) Rackspace
4 4 (5.56%) Brocade
4 4 (5.56%) Citrix
4 4 (5.56%) Percona
4 4 (5.56%) Perforce
4 4 (5.56%) Riverbed
5 3 (4.17%) Dell
5 3 (4.17%) HP
5 3 (4.17%) Oracle
5 3 (4.17%) Palo Alto
6 2 (2.78%) Atlassian
6 2 (2.78%) NetApp
6 2 (2.78%) Sybase
6 2 (2.78%) Zend
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