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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Opscode Chef
Rank 85 124 136
Rank change year-on-year
+39 +12
Permanent jobs citing Opscode Chef 59 44 43
As % of all permanent IT jobs located in Scotland 2.33% 1.34% 1.21%
As % of the Systems Management category 37.58% 16.92% 18.78%
Number of salaries quoted 39 15 22
Median salary £50,000 £42,500 £37,500
Median salary % change year-on-year
+17.64% +13.33%
90% offered a salary of more than £39,000 £38,500 £30,500
10% offered a salary of more than £53,000 £79,500 £50,000
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
157 260 229
As % of all permanent IT jobs located in Scotland 6.20% 7.92% 6.42%
Number of salaries quoted 97 150 151
Median salary £48,250 £42,000 £41,500
Median salary % change year-on-year
+14.88% +1.20%
90% offered a salary of more than £35,000 £27,500 £30,000
10% offered a salary of more than £50,000 £50,000 £55,000
UK excluding London median salary £47,500 £44,750 £42,500
% change year-on-year
+6.14% +5.29%

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 27 September 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 27 September 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 +15 35 £50,000 +17.64% 6
Glasgow +23 22 £42,500 -46.54% 1
Opscode Chef
UK

Opscode Chef
Top 30 Related IT Skills in Scotland

For the 6 months to 27 September 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 87 (82.86%) Puppet
2 61 (58.10%) Python
3 52 (49.52%) Linux
3 52 (49.52%) DevOps
4 47 (44.76%) Java
5 44 (41.90%) Finance
6 42 (40.00%) Docker
6 42 (40.00%) Jenkins
7 41 (39.05%) VMware
8 36 (34.29%) Ansible
9 32 (30.48%) Bash Shell
9 32 (30.48%) Agile Software Development
9 32 (30.48%) MySQL
10 31 (29.52%) Ruby
10 31 (29.52%) Continuous Delivery
11 29 (27.62%) PHP
12 27 (25.71%) Continuous Integration
13 24 (22.86%) PostgreSQL
14 22 (20.95%) Microsoft Azure
14 22 (20.95%) Amazon AWS
15 21 (20.00%) PaaS
15 21 (20.00%) Maven
16 19 (18.10%) Windows
16 19 (18.10%) Telecoms
17 18 (17.14%) Ant
17 18 (17.14%) Java EE
18 17 (16.19%) Scrum
18 17 (16.19%) Games
18 17 (16.19%) Configuration Management
19 16 (15.24%) Google

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 12 (11.43%) Apache Qpid
1 12 (11.43%) Cloud Foundry
2 10 (9.52%) nginx
3 6 (5.71%) IIS
4 2 (1.90%) JBoss
4 2 (1.90%) Tomcat
5 1 (0.95%) Apache
5 1 (0.95%) OpenStack
5 1 (0.95%) WebSphere
Applications
1 7 (6.67%) MS Excel
Cloud Services
1 22 (20.95%) Amazon AWS
1 22 (20.95%) Microsoft Azure
2 21 (20.00%) PaaS
3 16 (15.24%) Google Cloud Platform
3 16 (15.24%) IaaS
4 14 (13.33%) SaaS
5 12 (11.43%) GitHub
5 12 (11.43%) Google App Engine
5 12 (11.43%) Google Compute Engine
5 12 (11.43%) Heroku
6 3 (2.86%) DigitalOcean
7 1 (0.95%) Cloud Computing
Communications & Networking
1 15 (14.29%) Firewall
2 13 (12.38%) Software-Defined Networking
3 12 (11.43%) AMQP
3 12 (11.43%) HTTP
3 12 (11.43%) Internet
4 1 (0.95%) BGP
4 1 (0.95%) Cisco ASA
4 1 (0.95%) Cisco Nexus
4 1 (0.95%) EIGRP
4 1 (0.95%) FWSM
4 1 (0.95%) LAN
4 1 (0.95%) OSPF
4 1 (0.95%) SAN
4 1 (0.95%) Wi-Fi
4 1 (0.95%) Wireless
4 1 (0.95%) WLAN
Database & Business Intelligence
1 32 (30.48%) MySQL
2 24 (22.86%) PostgreSQL
3 12 (11.43%) Apache Cassandra
3 12 (11.43%) MongoDB
3 12 (11.43%) NoSQL
3 12 (11.43%) RDBMS
3 12 (11.43%) Relational Database
4 10 (9.52%) Redis
5 6 (5.71%) Hadoop
6 2 (1.90%) SQL Server
Development Applications
1 42 (40.00%) Jenkins
2 21 (20.00%) Maven
3 18 (17.14%) Ant
4 15 (14.29%) Atlassian Bamboo
5 13 (12.38%) Grunt
5 13 (12.38%) gulp
6 12 (11.43%) GoCD
7 11 (10.48%) Git (software)
8 9 (8.57%) Subversion
9 6 (5.71%) Bitbucket
9 6 (5.71%) GitLab
9 6 (5.71%) Selenium
10 3 (2.86%) Vagrant
11 2 (1.90%) Cucumber
11 2 (1.90%) Sonatype Nexus
12 1 (0.95%) Bower
12 1 (0.95%) Codeship
12 1 (0.95%) Gradle
12 1 (0.95%) NuGet
General
1 44 (41.90%) Finance
2 19 (18.10%) Telecoms
3 17 (16.19%) Games
4 14 (13.33%) Banking
5 12 (11.43%) Billing
6 11 (10.48%) Retail
7 4 (3.81%) Investment Banking
Job Titles
1 32 (30.48%) DevOps Engineer
2 12 (11.43%) Architect
2 12 (11.43%) Cloud Architect
2 12 (11.43%) Service Architect
3 10 (9.52%) Software Engineer
4 8 (7.62%) Continuous Deployment Engineer
5 7 (6.67%) Java Engineer
6 6 (5.71%) Analyst
6 6 (5.71%) Cloud Engineer
6 6 (5.71%) Developer
6 6 (5.71%) Hadoop Engineer
6 6 (5.71%) Senior Analyst
6 6 (5.71%) Senior Systems Analyst
6 6 (5.71%) Systems Analyst
6 6 (5.71%) Team Leader
7 5 (4.76%) Infrastructure Engineer
7 5 (4.76%) Python Software Engineer
8 4 (3.81%) Automation Tester
8 4 (3.81%) AWS DevOps
8 4 (3.81%) AWS Engineer
Libraries, Frameworks & Software Standards
1 18 (17.14%) Java EE
2 15 (14.29%) Web Services
3 13 (12.38%) RabbitMQ
4 10 (9.52%) AngularJS
4 10 (9.52%) Celery
4 10 (9.52%) Flask
4 10 (9.52%) jQuery
4 10 (9.52%) Twitter Bootstrap
5 8 (7.62%) ELK Stack
6 6 (5.71%) Apache Wicket
6 6 (5.71%) RESTful
6 6 (5.71%) Servlets
6 6 (5.71%) SOAP
6 6 (5.71%) Spring
7 2 (1.90%) Behat
7 2 (1.90%) Django
7 2 (1.90%) Middleware
7 2 (1.90%) Node.js
7 2 (1.90%) Symfony
8 1 (0.95%) Memcached
Miscellaneous
1 14 (13.33%) Data Centre
2 12 (11.43%) Blog
3 6 (5.71%) Inversion of Control
4 3 (2.86%) Replication
5 2 (1.90%) Digital Media
5 2 (1.90%) Enterprise Storage
5 2 (1.90%) Informatics
6 1 (0.95%) Blockchain
6 1 (0.95%) Virtual Team
Operating Systems
1 52 (49.52%) Linux
2 19 (18.10%) Windows
3 9 (8.57%) Unix
4 5 (4.76%) Windows Server
4 5 (4.76%) Windows Server 2003
4 5 (4.76%) Windows Server 2012
5 3 (2.86%) CentOS
6 2 (1.90%) Red Hat Enterprise Linux
7 1 (0.95%) Debian
7 1 (0.95%) Mac OS X
7 1 (0.95%) Ubuntu
Processes & Methodologies
1 52 (49.52%) DevOps
2 32 (30.48%) Agile Software Development
3 31 (29.52%) Continuous Delivery
4 27 (25.71%) Continuous Integration
5 17 (16.19%) Configuration Management
5 17 (16.19%) Scrum
6 13 (12.38%) Automated Testing
7 12 (11.43%) Capacity Management
7 12 (11.43%) High Availability
7 12 (11.43%) Release Management
7 12 (11.43%) Software Engineering
7 12 (11.43%) Use Case
8 10 (9.52%) Continuous Deployment
9 9 (8.57%) Analytics
9 9 (8.57%) Open Source
9 9 (8.57%) SDLC
10 8 (7.62%) ITIL
11 7 (6.67%) Integration Testing
11 7 (6.67%) Mentoring
12 6 (5.71%) Continuous Improvement
Programming Languages
1 61 (58.10%) Python
2 47 (44.76%) Java
3 32 (30.48%) Bash Shell
4 31 (29.52%) Ruby
5 29 (27.62%) PHP
6 14 (13.33%) C++
6 14 (13.33%) JavaScript
7 12 (11.43%) C#
8 8 (7.62%) Perl
8 8 (7.62%) PowerShell
9 2 (1.90%) Groovy
9 2 (1.90%) SQL
10 1 (0.95%) C
10 1 (0.95%) PL/SQL
Qualifications
1 8 (7.62%) RHCE
2 7 (6.67%) Degree
3 1 (0.95%) Cisco Certification
Quality Assurance & Compliance
1 6 (5.71%) QA
2 4 (3.81%) ISO/IEC 27001
System Software
1 42 (40.00%) Docker
2 16 (15.24%) VMware Infrastructure
3 8 (7.62%) Varnish
4 6 (5.71%) VMware ESXi
5 5 (4.76%) Hyper-V
6 2 (1.90%) vSphere
7 1 (0.95%) OpenSSH
7 1 (0.95%) VirtualBox
7 1 (0.95%) Xen
Systems Management
1 87 (82.86%) Puppet
2 36 (34.29%) Ansible
3 13 (12.38%) Capistrano
4 12 (11.43%) CFEngine
4 12 (11.43%) Mesos
5 2 (1.90%) Packer
Vendors
1 41 (39.05%) VMware
2 16 (15.24%) Google
3 13 (12.38%) Oracle
4 12 (11.43%) Red Hat
4 12 (11.43%) Sybase
5 8 (7.62%) Microsoft
6 6 (5.71%) Cisco
6 6 (5.71%) Rackspace
6 6 (5.71%) SaltStack
7 5 (4.76%) Dell
7 5 (4.76%) HP
8 2 (1.90%) Zend
9 1 (0.95%) F5
9 1 (0.95%) Palo Alto
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