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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Opscode Chef
Rank 110 134 162
Rank change year-on-year
+24 +28
Permanent jobs citing Opscode Chef 51 34 21
As % of all permanent IT jobs located in Scotland 1.79% 1.08% 0.55%
As % of the Systems Management category 21.98% 15.89% 15.11%
Number of salaries quoted 29 15 14
Median salary £50,000 £48,750 £35,500
Median salary % change year-on-year
+2.56% +37.32%
90% offered a salary of more than £30,700 £42,500 £29,500
10% offered a salary of more than £61,000 £72,250 £47,800
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
232 214 139
As % of all permanent IT jobs located in Scotland 8.13% 6.80% 3.66%
Number of salaries quoted 113 135 90
Median salary £45,000 £45,000 £38,000
Median salary % change year-on-year
- +18.42%
90% offered a salary of more than £27,500 £32,500 £30,000
10% offered a salary of more than £60,000 £50,000 £62,500
UK excluding London median salary £45,000 £44,500 £42,000
% change year-on-year
+1.12% +5.95%

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 30 June 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 30 June 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 +13 31 £47,500 - 3
Glasgow -2 14 £45,000 -43.39% 2
West Lothian - 1 £70,000 -
Opscode Chef
UK

Opscode Chef
Top 30 Related IT Skills in Scotland

For the 6 months to 30 June 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 58 (85.29%) Puppet
2 37 (54.41%) Linux
3 36 (52.94%) DevOps
4 34 (50.00%) Ansible
4 34 (50.00%) Java
5 30 (44.12%) Docker
6 25 (36.76%) Python
6 25 (36.76%) Agile Software Development
6 25 (36.76%) Continuous Integration
7 23 (33.82%) PaaS
7 23 (33.82%) Maven
7 23 (33.82%) VMware
8 22 (32.35%) Finance
8 22 (32.35%) IaaS
9 21 (30.88%) Configuration Management
10 20 (29.41%) Jenkins
11 18 (26.47%) Windows
12 17 (25.00%) MySQL
13 16 (23.53%) Ruby
13 16 (23.53%) Continuous Delivery
13 16 (23.53%) Microsoft Azure
14 14 (20.59%) Bash Shell
14 14 (20.59%) Network Design
14 14 (20.59%) PHP
15 13 (19.12%) JBoss
15 13 (19.12%) SOA
15 13 (19.12%) Middleware
15 13 (19.12%) Microservices
16 12 (17.65%) VMware Infrastructure
17 11 (16.18%) Amazon AWS

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 13 (19.12%) JBoss
2 7 (10.29%) Apache Qpid
2 7 (10.29%) Cloud Foundry
3 6 (8.82%) IIS
4 3 (4.41%) nginx
5 1 (1.47%) Blackberry Enterprise Server
5 1 (1.47%) Exchange Server 2010
5 1 (1.47%) MS Exchange
5 1 (1.47%) OpenStack
5 1 (1.47%) Skype for Business
5 1 (1.47%) Tomcat
5 1 (1.47%) WebSphere
5 1 (1.47%) WebSphere Application Server
Applications
1 4 (5.88%) MS Excel
Cloud Services
1 23 (33.82%) PaaS
2 22 (32.35%) IaaS
3 16 (23.53%) Microsoft Azure
4 11 (16.18%) Amazon AWS
5 9 (13.24%) SaaS
6 8 (11.76%) Google Cloud Platform
7 7 (10.29%) GitHub
7 7 (10.29%) Google App Engine
7 7 (10.29%) Google Compute Engine
7 7 (10.29%) Heroku
8 1 (1.47%) Azure Active Directory
8 1 (1.47%) Cloud Computing
8 1 (1.47%) Office 365
Communications & Networking
1 10 (14.71%) Firewall
2 8 (11.76%) Software-Defined Networking
3 7 (10.29%) AMQP
3 7 (10.29%) HTTP
3 7 (10.29%) Internet
4 2 (2.94%) DHCP
4 2 (2.94%) DNS
5 1 (1.47%) BGP
5 1 (1.47%) Cisco ASA
5 1 (1.47%) Cisco Nexus
5 1 (1.47%) EIGRP
5 1 (1.47%) F5 BIG-IP LTM
5 1 (1.47%) FWSM
5 1 (1.47%) LAN
5 1 (1.47%) NAS
5 1 (1.47%) OSPF
5 1 (1.47%) SAN
5 1 (1.47%) Wi-Fi
5 1 (1.47%) Wireless
5 1 (1.47%) WLAN
Database & Business Intelligence
1 17 (25.00%) MySQL
2 8 (11.76%) PostgreSQL
3 7 (10.29%) Apache Cassandra
3 7 (10.29%) MongoDB
3 7 (10.29%) NoSQL
3 7 (10.29%) RDBMS
3 7 (10.29%) Relational Database
4 5 (7.35%) Hadoop
4 5 (7.35%) Redis
5 3 (4.41%) SQL Server
6 1 (1.47%) SQL Server 2008
6 1 (1.47%) SQL Server 2012
Development Applications
1 23 (33.82%) Maven
2 20 (29.41%) Jenkins
3 7 (10.29%) Atlassian Bamboo
3 7 (10.29%) Git (software)
4 6 (8.82%) Ant
4 6 (8.82%) GoCD
4 6 (8.82%) Grunt
4 6 (8.82%) gulp
4 6 (8.82%) Subversion
5 5 (7.35%) Bitbucket
5 5 (7.35%) GitLab
6 2 (2.94%) TeamCity
6 2 (2.94%) Vagrant
7 1 (1.47%) Codeship
7 1 (1.47%) Sonatype Nexus
7 1 (1.47%) Team Foundation Server
7 1 (1.47%) WinDbg
General
1 22 (32.35%) Finance
2 7 (10.29%) Billing
2 7 (10.29%) Games
3 5 (7.35%) Retail
3 5 (7.35%) Telecoms
4 4 (5.88%) Banking
5 3 (4.41%) Investment Banking
Job Titles
1 24 (35.29%) DevOps Engineer
2 8 (11.76%) Architect
3 7 (10.29%) Cloud Architect
3 7 (10.29%) Service Architect
4 6 (8.82%) Analyst
4 6 (8.82%) Senior Analyst
4 6 (8.82%) Senior Systems Analyst
4 6 (8.82%) Systems Analyst
5 5 (7.35%) Cloud Engineer
5 5 (7.35%) Hadoop Engineer
5 5 (7.35%) Team Leader
6 4 (5.88%) Infrastructure Engineer
6 4 (5.88%) Java Team Leader
6 4 (5.88%) Software Engineer
7 3 (4.41%) Junior
7 3 (4.41%) Linux Engineer
8 2 (2.94%) Developer
8 2 (2.94%) Infrastructure Analyst
8 2 (2.94%) Senior Infrastructure Analyst
8 2 (2.94%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 13 (19.12%) Middleware
2 11 (16.18%) Java EE
3 8 (11.76%) RabbitMQ
3 8 (11.76%) Web Services
4 5 (7.35%) AngularJS
4 5 (7.35%) Celery
4 5 (7.35%) Flask
4 5 (7.35%) jQuery
4 5 (7.35%) Twitter Bootstrap
5 4 (5.88%) Apache Wicket
5 4 (5.88%) RESTful
5 4 (5.88%) Servlets
5 4 (5.88%) SOAP
5 4 (5.88%) Spring
6 1 (1.47%) ELK Stack
6 1 (1.47%) LEMP Stack
6 1 (1.47%) Memcached
6 1 (1.47%) Node.js
6 1 (1.47%) REST
Miscellaneous
1 10 (14.71%) Data Centre
2 7 (10.29%) Blog
3 4 (5.88%) Inversion of Control
4 2 (2.94%) Clustering
4 2 (2.94%) Computer Science
4 2 (2.94%) Informatics
5 1 (1.47%) Blackberry
5 1 (1.47%) Blockchain
5 1 (1.47%) Enterprise Storage
5 1 (1.47%) Hybrid Cloud
5 1 (1.47%) PKI
5 1 (1.47%) Private Cloud
5 1 (1.47%) Public Cloud
5 1 (1.47%) Virtual Team
Operating Systems
1 37 (54.41%) Linux
2 18 (26.47%) Windows
3 6 (8.82%) Unix
3 6 (8.82%) Windows Server
3 6 (8.82%) Windows Server 2012
4 5 (7.35%) Windows Server 2003
5 3 (4.41%) Red Hat Enterprise Linux
6 2 (2.94%) CentOS
6 2 (2.94%) Windows 10
6 2 (2.94%) Windows 7
6 2 (2.94%) Windows Server 2008
7 1 (1.47%) Debian
7 1 (1.47%) Ubuntu
Processes & Methodologies
1 36 (52.94%) DevOps
2 25 (36.76%) Agile Software Development
2 25 (36.76%) Continuous Integration
3 21 (30.88%) Configuration Management
4 16 (23.53%) Continuous Delivery
5 14 (20.59%) Network Design
6 13 (19.12%) Microservices
6 13 (19.12%) SOA
7 7 (10.29%) Automated Testing
7 7 (10.29%) Capacity Management
7 7 (10.29%) ITIL
7 7 (10.29%) Release Management
7 7 (10.29%) Scrum
7 7 (10.29%) Use Case
8 6 (8.82%) Analytics
8 6 (8.82%) Mentoring
9 5 (7.35%) Open Source
9 5 (7.35%) Software Engineering
10 4 (5.88%) Asset Management
10 4 (5.88%) MVC
Programming Languages
1 34 (50.00%) Java
2 25 (36.76%) Python
3 16 (23.53%) Ruby
4 14 (20.59%) Bash Shell
4 14 (20.59%) PHP
5 9 (13.24%) PowerShell
6 8 (11.76%) C++
7 7 (10.29%) C#
7 7 (10.29%) JavaScript
8 4 (5.88%) Perl
9 3 (4.41%) SQL
10 1 (1.47%) PL/SQL
Qualifications
1 2 (2.94%) Degree
1 2 (2.94%) RHCE
2 1 (1.47%) Cisco Certification
Quality Assurance & Compliance
1 3 (4.41%) ISO/IEC 27001
2 1 (1.47%) SLA
System Software
1 30 (44.12%) Docker
2 12 (17.65%) VMware Infrastructure
3 5 (7.35%) Hyper-V
4 3 (4.41%) Active Directory
4 3 (4.41%) VMware ESXi
5 1 (1.47%) Microsoft App-V
5 1 (1.47%) OpenSSH
5 1 (1.47%) Varnish
5 1 (1.47%) VMware ESX
5 1 (1.47%) vSphere
5 1 (1.47%) XenApp
5 1 (1.47%) XenDesktop
Systems Management
1 58 (85.29%) Puppet
2 34 (50.00%) Ansible
3 7 (10.29%) Capistrano
3 7 (10.29%) CFEngine
4 6 (8.82%) Mesos
5 3 (4.41%) SCCM
6 1 (1.47%) Failover Clustering
6 1 (1.47%) Microsoft Clustering
6 1 (1.47%) Packer
6 1 (1.47%) SCOM
6 1 (1.47%) Symantec Endpoint Protection
6 1 (1.47%) Symantec Enterprise Vault
Vendors
1 23 (33.82%) VMware
2 8 (11.76%) Google
2 8 (11.76%) Oracle
3 7 (10.29%) Microsoft
3 7 (10.29%) Sybase
4 6 (8.82%) Cisco
4 6 (8.82%) Red Hat
5 5 (7.35%) SaltStack
6 4 (5.88%) Dell
6 4 (5.88%) HP
7 2 (2.94%) F5
8 1 (1.47%) CA
8 1 (1.47%) Citrix
8 1 (1.47%) IBM
8 1 (1.47%) Palo Alto
8 1 (1.47%) Symantec
8 1 (1.47%) Varonis
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