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 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 100 124 138
Rank change year-on-year
+24 +14
Permanent jobs citing Opscode Chef 41 43 28
As % of all permanent IT jobs located in Scotland 1.72% 1.40% 0.86%
As % of the Systems Management category 25.31% 18.22% 14.14%
Number of salaries quoted 27 21 11
Median salary £46,000 £45,000 £37,500
Median salary % change year-on-year
+2.22% +20.00%
90% offered a salary of more than £33,300 £42,500 £29,500
10% offered a salary of more than £58,000 £57,500 £57,500
UK excluding London median salary £50,000 £50,000 £47,500
% change year-on-year
- +5.26%
Opscode Chef
UK

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
162 236 198
As % of all permanent IT jobs located in Scotland 6.81% 7.70% 6.11%
Number of salaries quoted 99 150 109
Median salary £45,000 £44,500 £42,500
Median salary % change year-on-year
+1.12% +4.70%
90% offered a salary of more than £33,500 £34,250 £30,000
10% offered a salary of more than £53,750 £52,000 £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 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 5 December 2016.

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 5 December 2016. 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
(Click see detailed
statistics and trends)
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 +21 34 £46,250 -7.50% 8
Glasgow +10 6 £42,750 +0.58%
Fife - 1 £46,000 -
Opscode Chef
UK

Opscode Chef
Top 30 Related IT Skills in Scotland

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 Scotland region with a requirement for Opscode Chef.

1 96 (91.43%) Puppet
2 62 (59.05%) DevOps
2 62 (59.05%) Linux
3 61 (58.10%) Python
4 45 (42.86%) Java
5 43 (40.95%) VMware
6 40 (38.10%) Jenkins
6 40 (38.10%) Docker
7 39 (37.14%) Ansible
7 39 (37.14%) Bash Shell
7 39 (37.14%) Finance
8 30 (28.57%) Continuous Delivery
9 29 (27.62%) Amazon AWS
9 29 (27.62%) Agile Software Development
9 29 (27.62%) Ruby
10 28 (26.67%) MySQL
11 26 (24.76%) Windows
12 25 (23.81%) PHP
12 25 (23.81%) Continuous Integration
13 24 (22.86%) PostgreSQL
14 23 (21.90%) Microsoft Azure
15 20 (19.05%) Web Services
15 20 (19.05%) Ant
16 19 (18.10%) Telecoms
17 18 (17.14%) Games
17 18 (17.14%) Banking
17 18 (17.14%) High Availability
18 17 (16.19%) Git (software)
19 16 (15.24%) Maven
19 16 (15.24%) JavaScript

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 14 (13.33%) nginx
2 11 (10.48%) IIS
3 10 (9.52%) Cloud Foundry
4 9 (8.57%) Apache Qpid
4 9 (8.57%) Tomcat
5 8 (7.62%) Apache
6 3 (2.86%) JBoss
7 2 (1.90%) OpenStack
8 1 (0.95%) Confluence
8 1 (0.95%) Elasticsearch
8 1 (0.95%) WebSphere
Applications
1 7 (6.67%) MS Excel
2 1 (0.95%) MS Visio
2 1 (0.95%) Spreadsheet
Cloud Services
1 29 (27.62%) Amazon AWS
2 23 (21.90%) Microsoft Azure
3 14 (13.33%) IaaS
3 14 (13.33%) PaaS
4 12 (11.43%) Google Cloud Platform
4 12 (11.43%) SaaS
5 9 (8.57%) GitHub
5 9 (8.57%) Google App Engine
5 9 (8.57%) Google Compute Engine
5 9 (8.57%) Heroku
6 3 (2.86%) Cloud Computing
6 3 (2.86%) DigitalOcean
7 1 (0.95%) G Suite
Communications & Networking
1 12 (11.43%) Firewall
2 9 (8.57%) AMQP
2 9 (8.57%) HTTP
2 9 (8.57%) Internet
2 9 (8.57%) Software-Defined Networking
3 4 (3.81%) SAN
4 3 (2.86%) NAS
5 2 (1.90%) iSCSI
5 2 (1.90%) WAN
6 1 (0.95%) DHCP
6 1 (0.95%) DNS
6 1 (0.95%) VPN
Database & Business Intelligence
1 28 (26.67%) MySQL
2 24 (22.86%) PostgreSQL
3 11 (10.48%) NoSQL
4 9 (8.57%) Apache Cassandra
4 9 (8.57%) MongoDB
4 9 (8.57%) RDBMS
4 9 (8.57%) Relational Database
5 6 (5.71%) Redis
6 5 (4.76%) Hadoop
7 3 (2.86%) SQL Server
Development Applications
1 40 (38.10%) Jenkins
2 20 (19.05%) Ant
3 17 (16.19%) Git (software)
4 16 (15.24%) Maven
5 13 (12.38%) Grunt
5 13 (12.38%) gulp
6 12 (11.43%) Atlassian Bamboo
6 12 (11.43%) GoCD
7 10 (9.52%) Subversion
8 8 (7.62%) Selenium
9 5 (4.76%) Bitbucket
9 5 (4.76%) GitLab
10 3 (2.86%) Vagrant
11 2 (1.90%) Cucumber
12 1 (0.95%) Bower
12 1 (0.95%) Eclipse
12 1 (0.95%) Gradle
12 1 (0.95%) JIRA
12 1 (0.95%) JUnit
12 1 (0.95%) NuGet
General
1 39 (37.14%) Finance
2 19 (18.10%) Telecoms
3 18 (17.14%) Banking
3 18 (17.14%) Games
4 12 (11.43%) Retail
5 9 (8.57%) Billing
6 4 (3.81%) Investment Banking
7 1 (0.95%) Retail Banking
Job Titles
1 37 (35.24%) DevOps Engineer
2 9 (8.57%) Architect
2 9 (8.57%) Cloud Architect
2 9 (8.57%) Service Architect
3 8 (7.62%) Analyst
3 8 (7.62%) Java Engineer
3 8 (7.62%) Systems Analyst
4 7 (6.67%) Continuous Deployment Engineer
4 7 (6.67%) Senior Analyst
4 7 (6.67%) Senior Systems Analyst
5 6 (5.71%) Automation Tester
5 6 (5.71%) Software Engineer
5 6 (5.71%) Tester
6 5 (4.76%) Developer
6 5 (4.76%) Hadoop Engineer
7 4 (3.81%) AWS DevOps
7 4 (3.81%) Cloud Engineer
8 3 (2.86%) AWS Engineer
8 3 (2.86%) Python Software Engineer
8 3 (2.86%) Systems Administrator
Libraries, Frameworks & Software Standards
1 20 (19.05%) Web Services
2 12 (11.43%) ELK Stack
3 11 (10.48%) Java EE
4 10 (9.52%) RabbitMQ
5 7 (6.67%) AngularJS
6 6 (5.71%) Celery
6 6 (5.71%) Flask
6 6 (5.71%) jQuery
6 6 (5.71%) Twitter Bootstrap
7 3 (2.86%) Spring
8 2 (1.90%) .NET
8 2 (1.90%) Apache Wicket
8 2 (1.90%) ASP.NET
8 2 (1.90%) Behat
8 2 (1.90%) Django
8 2 (1.90%) LAMP
8 2 (1.90%) Node.js
8 2 (1.90%) RESTful
8 2 (1.90%) Servlets
8 2 (1.90%) Symfony
Miscellaneous
1 11 (10.48%) Data Centre
2 9 (8.57%) Blog
3 3 (2.86%) Replication
3 3 (2.86%) Virtual Team
4 2 (1.90%) Computer Science
4 2 (1.90%) Digital Media
4 2 (1.90%) Enterprise Storage
4 2 (1.90%) Inversion of Control
4 2 (1.90%) Online Banking
4 2 (1.90%) Public Cloud
5 1 (0.95%) Fintech
5 1 (0.95%) Management Information System
Operating Systems
1 62 (59.05%) Linux
2 26 (24.76%) Windows
3 10 (9.52%) Windows Server
4 8 (7.62%) Unix
5 5 (4.76%) CentOS
5 5 (4.76%) Red Hat Enterprise Linux
5 5 (4.76%) Windows Server 2012
6 4 (3.81%) Windows Server 2003
7 3 (2.86%) Solaris
8 2 (1.90%) Ubuntu
9 1 (0.95%) Mac OS X
9 1 (0.95%) Windows Server 2008
Processes & Methodologies
1 62 (59.05%) DevOps
2 30 (28.57%) Continuous Delivery
3 29 (27.62%) Agile Software Development
4 25 (23.81%) Continuous Integration
5 18 (17.14%) High Availability
6 16 (15.24%) Configuration Management
7 14 (13.33%) Scrum
8 12 (11.43%) Open Source
9 10 (9.52%) Automated Testing
9 10 (9.52%) ITIL
10 9 (8.57%) Capacity Management
10 9 (8.57%) Continuous Improvement
10 9 (8.57%) Release Management
10 9 (8.57%) SDLC
10 9 (8.57%) Software Engineering
10 9 (8.57%) TDD
10 9 (8.57%) Use Case
11 8 (7.62%) Continuous Deployment
11 8 (7.62%) Regression Testing
11 8 (7.62%) Web Testing
Programming Languages
1 61 (58.10%) Python
2 45 (42.86%) Java
3 39 (37.14%) Bash Shell
4 29 (27.62%) Ruby
5 25 (23.81%) PHP
6 16 (15.24%) JavaScript
7 13 (12.38%) PowerShell
8 10 (9.52%) C#
8 10 (9.52%) C++
9 6 (5.71%) Perl
10 5 (4.76%) SQL
11 3 (2.86%) PL/SQL
12 2 (1.90%) Groovy
12 2 (1.90%) Shell Script
13 1 (0.95%) C
Qualifications
1 11 (10.48%) RHCE
2 8 (7.62%) Degree
3 1 (0.95%) Microsoft Certification
3 1 (0.95%) NCDA
3 1 (0.95%) NCIE
3 1 (0.95%) VCAP
3 1 (0.95%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 8 (7.62%) QA
2 2 (1.90%) ISO/IEC 27001
System Software
1 40 (38.10%) Docker
2 15 (14.29%) VMware Infrastructure
3 11 (10.48%) Varnish
4 7 (6.67%) Hyper-V
5 4 (3.81%) VMware ESXi
6 3 (2.86%) vSphere
7 1 (0.95%) Active Directory
7 1 (0.95%) Ceph
7 1 (0.95%) OpenSSH
7 1 (0.95%) vCloud
7 1 (0.95%) VirtualBox
7 1 (0.95%) VMware Server
7 1 (0.95%) Xen
Systems Management
1 96 (91.43%) Puppet
2 39 (37.14%) Ansible
3 13 (12.38%) Capistrano
4 12 (11.43%) Mesos
5 9 (8.57%) CFEngine
6 2 (1.90%) Check_MK
6 2 (1.90%) Nagios
7 1 (0.95%) Kibana
7 1 (0.95%) logstash
7 1 (0.95%) Packer
7 1 (0.95%) SCCM
7 1 (0.95%) vRealize
Vendors
1 43 (40.95%) VMware
2 14 (13.33%) Red Hat
3 13 (12.38%) Google
4 10 (9.52%) Oracle
5 9 (8.57%) Cisco
5 9 (8.57%) Sybase
6 8 (7.62%) Microsoft
7 7 (6.67%) Dell
7 7 (6.67%) HP
8 6 (5.71%) Rackspace
9 5 (4.76%) SaltStack
10 2 (1.90%) Brocade
10 2 (1.90%) Citrix
10 2 (1.90%) Palo Alto
10 2 (1.90%) Percona
10 2 (1.90%) Perforce
10 2 (1.90%) Riverbed
10 2 (1.90%) Zend
11 1 (0.95%) Atlassian
11 1 (0.95%) NetApp
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