Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Opscode Chef skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Opscode Chef over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Glasgow
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 90 107 130
Rank change year-on-year +17 +23 -5
Permanent jobs citing Opscode Chef 54 29 28
As % of all permanent IT jobs advertised in Glasgow 2.35% 1.36% 1.08%
As % of the Systems Management category 32.73% 18.47% 18.30%
Number of salaries quoted 17 8 15
Glasgow median annual salary £55,000 £42,500 £42,500
Median salary % change year-on-year +29.41% - +7.59%
10th Percentile £33,450 £38,775 £41,250
90th Percentile £60,000 £54,500 £84,250
Scotland median annual salary £60,000 £50,000 £45,000
% change year-on-year +20.00% +11.11% +20.00%

Opscode Chef is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for systems management skills.

All Systems Management Skills
Glasgow
Permanent vacancies with a requirement for systems management skills 165 157 153
As % of all permanent IT jobs advertised in Glasgow 7.17% 7.34% 5.92%
Number of salaries quoted 91 76 101
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - -
10th Percentile £30,500 £32,500 £31,250
90th Percentile £57,500 £55,375 £63,750
Scotland median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - +6.25%

Opscode Chef
Job Vacancy Trend in Glasgow

Job postings citing Opscode Chef as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Opscode Chef in Glasgow

Opscode Chef
Salary Trend in Glasgow

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

Salary trend for Opscode Chef in Glasgow

Opscode Chef
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Opscode Chef in Glasgow over the 6 months to 20 November 2017.

Salary histogram for Opscode Chef in Glasgow

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

1 54 (100.00%) Puppet
2 43 (79.63%) Ansible
3 39 (72.22%) Python
4 37 (68.52%) Docker
5 32 (59.26%) DevOps
6 31 (57.41%) NoSQL
7 30 (55.56%) Agile Software Development
8 29 (53.70%) Bash Shell
9 27 (50.00%) Redis
9 27 (50.00%) Linux
10 26 (48.15%) Ruby
11 25 (46.30%) Vagrant
12 24 (44.44%) Amazon AWS
13 23 (42.59%) Microsoft Azure
13 23 (42.59%) Scrum
14 21 (38.89%) Hibernate
14 21 (38.89%) TDD
14 21 (38.89%) JavaScript
14 21 (38.89%) Tomcat
14 21 (38.89%) MongoDB
14 21 (38.89%) Test Automation
14 21 (38.89%) Spring
15 20 (37.04%) RabbitMQ
15 20 (37.04%) Configuration Management
16 19 (35.19%) BDD
17 18 (33.33%) Cucumber
17 18 (33.33%) Jenkins
18 17 (31.48%) Software Engineering
18 17 (31.48%) DSDM
18 17 (31.48%) Java

Opscode Chef
Co-occurring IT Skills in Glasgow 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 21 (38.89%) Tomcat
2 16 (29.63%) JBoss
2 16 (29.63%) Jetty
2 16 (29.63%) WebLogic
2 16 (29.63%) WebSphere
3 2 (3.70%) SharePoint
4 1 (1.85%) Apache
Cloud Services
1 24 (44.44%) Amazon AWS
2 23 (42.59%) Microsoft Azure
3 9 (16.67%) Cloud Computing
4 6 (11.11%) Google Cloud Platform
4 6 (11.11%) OpenShift
5 5 (9.26%) GitHub
6 1 (1.85%) Amazon EC2
6 1 (1.85%) Amazon S3
6 1 (1.85%) AWS CloudFormation
6 1 (1.85%) IaaS
6 1 (1.85%) PaaS
6 1 (1.85%) SaaS
Communications & Networking
1 16 (29.63%) AMQP
2 10 (18.52%) DNS
2 10 (18.52%) HTTP
2 10 (18.52%) SSL
2 10 (18.52%) TCP/IP
3 9 (16.67%) IPsec
3 9 (16.67%) SMTP
4 6 (11.11%) Firewall
5 4 (7.41%) Internet
6 1 (1.85%) VPN
Database & Business Intelligence
1 31 (57.41%) NoSQL
2 27 (50.00%) Redis
3 21 (38.89%) MongoDB
4 16 (29.63%) Couchbase
4 16 (29.63%) Hadoop
4 16 (29.63%) Riak
5 10 (18.52%) MySQL
6 9 (16.67%) Relational Database
7 1 (1.85%) PostgreSQL
Development Applications
1 25 (46.30%) Vagrant
2 18 (33.33%) Cucumber
2 18 (33.33%) Jenkins
3 16 (29.63%) FitNesse
3 16 (29.63%) Selenium
4 12 (22.22%) Gradle
5 9 (16.67%) Git (software)
6 6 (11.11%) Maven
7 3 (5.56%) Sonatype Nexus
8 2 (3.70%) Subversion
8 2 (3.70%) Team Foundation Server
9 1 (1.85%) Atlassian Bamboo
9 1 (1.85%) Codeship
9 1 (1.85%) Hudson
9 1 (1.85%) TeamCity
General
1 2 (3.70%) Marketing
2 1 (1.85%) Finance
Job Titles
1 23 (42.59%) Developer
1 23 (42.59%) DevOps Engineer
2 16 (29.63%) Full Stack Developer
3 14 (25.93%) Java Developer
4 11 (20.37%) Senior DevOps
4 11 (20.37%) Senior DevOps Engineer
5 4 (7.41%) Lead Developer
6 3 (5.56%) Consultant
6 3 (5.56%) DevOps Consultant
7 2 (3.70%) Administrator
7 2 (3.70%) DevOps Developer
7 2 (3.70%) PHP Developer
7 2 (3.70%) Release Manager
7 2 (3.70%) Systems Administrator
7 2 (3.70%) WebOps Consultant
7 2 (3.70%) WebOps Engineer
8 1 (1.85%) Analyst
8 1 (1.85%) Release Analyst
8 1 (1.85%) Solutions Architect
8 1 (1.85%) Systems Engineer
Libraries, Frameworks & Software Standards
1 21 (38.89%) Hibernate
1 21 (38.89%) Spring
2 20 (37.04%) RabbitMQ
3 16 (29.63%) HTML
3 16 (29.63%) HTML5
3 16 (29.63%) JMS
3 16 (29.63%) JPA
3 16 (29.63%) Kafka
3 16 (29.63%) TIBCO EMS
3 16 (29.63%) WebSphere MQ
4 5 (9.26%) Drools
5 3 (5.56%) Web Services
6 2 (3.70%) Behat
6 2 (3.70%) Django
6 2 (3.70%) LAMP
6 2 (3.70%) REST
6 2 (3.70%) Symfony
7 1 (1.85%) AngularJS
7 1 (1.85%) Node.js
7 1 (1.85%) React
Miscellaneous
1 4 (7.41%) Internet of Things
2 2 (3.70%) Management Information System
Operating Systems
1 27 (50.00%) Linux
2 10 (18.52%) Unix
2 10 (18.52%) Windows
3 7 (12.96%) CentOS
3 7 (12.96%) Red Hat Enterprise Linux
4 6 (11.11%) Ubuntu
5 2 (3.70%) Amazon Linux
Processes & Methodologies
1 32 (59.26%) DevOps
2 30 (55.56%) Agile Software Development
3 23 (42.59%) Scrum
4 21 (38.89%) TDD
4 21 (38.89%) Test Automation
5 20 (37.04%) Configuration Management
6 19 (35.19%) BDD
7 17 (31.48%) DSDM
7 17 (31.48%) Software Engineering
8 16 (29.63%) Concurrent Programming
8 16 (29.63%) Integration Testing
8 16 (29.63%) Kanban
8 16 (29.63%) Multithreading
8 16 (29.63%) Open Source
8 16 (29.63%) RUP
8 16 (29.63%) System Testing
8 16 (29.63%) UML
9 11 (20.37%) Continuous Integration
9 11 (20.37%) Web Development
10 10 (18.52%) ITIL
Programming Languages
1 39 (72.22%) Python
2 29 (53.70%) Bash Shell
3 26 (48.15%) Ruby
4 21 (38.89%) JavaScript
5 17 (31.48%) Java
6 15 (27.78%) Perl
7 14 (25.93%) PowerShell
8 12 (22.22%) PHP
9 3 (5.56%) Shell Script
10 2 (3.70%) SQL
Qualifications
1 7 (12.96%) RHCE
2 3 (5.56%) Security Cleared
3 1 (1.85%) SC Cleared
Quality Assurance & Compliance
1 16 (29.63%) QA
System Software
1 37 (68.52%) Docker
2 5 (9.26%) Virtual Machines
Systems Management
1 54 (100.00%) Puppet
2 43 (79.63%) Ansible
3 16 (29.63%) Cobbler
4 10 (18.52%) Grafana
4 10 (18.52%) Nagios
4 10 (18.52%) ZABBIX
5 8 (14.81%) CFEngine
6 7 (12.96%) Kubernetes
6 7 (12.96%) Packer
7 1 (1.85%) Docker Swarm
7 1 (1.85%) Terraform
Vendors
1 16 (29.63%) IBM
1 16 (29.63%) TIBCO
2 10 (18.52%) Red Hat
3 6 (11.11%) Google
4 4 (7.41%) Informatica
5 3 (5.56%) Microsoft
5 3 (5.56%) ServiceNow
6 2 (3.70%) VMware
6 2 (3.70%) Zend