Period
to 16 January 2018

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 16 January 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Glasgow
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 74 101 130
Rank change year-on-year +27 +29 -16
Permanent jobs citing Opscode Chef 77 20 29
As % of all permanent IT jobs advertised in Glasgow 3.51% 1.06% 1.11%
As % of the Systems Management category 39.29% 17.70% 18.59%
Number of salaries quoted 31 7 13
Glasgow median annual salary £52,500 £42,500 £42,500
Median salary % change year-on-year +23.53% - -4.49%
10th Percentile £33,000 £37,950 £41,250
90th Percentile £60,000 £54,750 £53,750
Scotland median annual salary £55,000 £46,750 £45,000
% change year-on-year +17.65% +3.89% +12.50%

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 196 113 156
As % of all permanent IT jobs advertised in Glasgow 8.93% 5.98% 5.95%
Number of salaries quoted 116 65 95
Glasgow median annual salary £50,000 £40,000 £42,500
Median salary % change year-on-year +25.00% -5.88% -
10th Percentile £33,375 £32,000 £31,750
90th Percentile £58,750 £54,500 £61,500
Scotland median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - -

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 16 January 2018.

Salary histogram for Opscode Chef in Glasgow

For the 6 months to 16 January 2018, 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 75 (97.40%) Puppet
2 63 (81.82%) Ansible
3 53 (68.83%) Docker
3 53 (68.83%) Python
4 44 (57.14%) Agile Software Development
5 42 (54.55%) Bash Shell
6 39 (50.65%) Ruby
7 36 (46.75%) Amazon AWS
8 34 (44.16%) MongoDB
8 34 (44.16%) NoSQL
9 33 (42.86%) TDD
9 33 (42.86%) Scrum
10 32 (41.56%) Spring
10 32 (41.56%) Hibernate
10 32 (41.56%) Microsoft Azure
10 32 (41.56%) Vagrant
10 32 (41.56%) DevOps
11 31 (40.26%) Redis
12 30 (38.96%) Tomcat
12 30 (38.96%) JavaScript
13 29 (37.66%) Linux
14 28 (36.36%) Java
15 27 (35.06%) Cobbler
16 25 (32.47%) BDD
16 25 (32.47%) DSDM
16 25 (32.47%) Configuration Management
17 24 (31.17%) RUP
17 24 (31.17%) Test Automation
17 24 (31.17%) Jenkins
17 24 (31.17%) Cucumber

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 30 (38.96%) Tomcat
2 23 (29.87%) JBoss
2 23 (29.87%) Jetty
2 23 (29.87%) WebLogic
3 20 (25.97%) WebSphere
4 4 (5.19%) CloudStack
4 4 (5.19%) OpenStack
5 2 (2.60%) Apache
5 2 (2.60%) SharePoint
Cloud Services
1 36 (46.75%) Amazon AWS
2 32 (41.56%) Microsoft Azure
3 13 (16.88%) Cloud Computing
4 10 (12.99%) Google Cloud Platform
5 7 (9.09%) GitHub
5 7 (9.09%) OpenShift
6 4 (5.19%) npm
7 1 (1.30%) Amazon EC2
7 1 (1.30%) Amazon S3
7 1 (1.30%) AWS CloudFormation
7 1 (1.30%) IaaS
7 1 (1.30%) PaaS
7 1 (1.30%) SaaS
Communications & Networking
1 20 (25.97%) AMQP
2 13 (16.88%) Firewall
3 11 (14.29%) DNS
3 11 (14.29%) HTTP
3 11 (14.29%) IPsec
3 11 (14.29%) SMTP
3 11 (14.29%) SSL
3 11 (14.29%) TCP/IP
4 8 (10.39%) VPN
5 7 (9.09%) Intrusion Detection
6 5 (6.49%) Internet
Database & Business Intelligence
1 34 (44.16%) MongoDB
1 34 (44.16%) NoSQL
2 31 (40.26%) Redis
3 23 (29.87%) Couchbase
3 23 (29.87%) Hadoop
3 23 (29.87%) Riak
4 4 (5.19%) MySQL
4 4 (5.19%) Relational Database
4 4 (5.19%) SQL Server
Development Applications
1 32 (41.56%) Vagrant
2 24 (31.17%) Cucumber
2 24 (31.17%) Jenkins
3 23 (29.87%) FitNesse
3 23 (29.87%) Selenium
4 14 (18.18%) Gradle
5 7 (9.09%) Git (software)
5 7 (9.09%) Maven
6 3 (3.90%) Sonatype Nexus
7 2 (2.60%) Subversion
7 2 (2.60%) Team Foundation Server
8 1 (1.30%) Atlassian Bamboo
8 1 (1.30%) Codeship
8 1 (1.30%) Hudson
8 1 (1.30%) JIRA
8 1 (1.30%) TeamCity
General
1 1 (1.30%) Finance
1 1 (1.30%) Marketing
Job Titles
1 35 (45.45%) Developer
2 24 (31.17%) DevOps Engineer
3 22 (28.57%) Java Developer
4 18 (23.38%) Full Stack Developer
5 14 (18.18%) Senior DevOps
5 14 (18.18%) Senior DevOps Engineer
6 9 (11.69%) Administrator
7 7 (9.09%) Security Administrator
8 5 (6.49%) Platform Engineer
9 4 (5.19%) .NET Developer
9 4 (5.19%) C# .NET Developer
9 4 (5.19%) C# Developer
9 4 (5.19%) Lead Developer
10 3 (3.90%) Consultant
10 3 (3.90%) DevOps Consultant
11 2 (2.60%) Java Engineer
11 2 (2.60%) Release Manager
11 2 (2.60%) Systems Administrator
11 2 (2.60%) WebOps Consultant
11 2 (2.60%) WebOps Engineer
Libraries, Frameworks & Software Standards
1 32 (41.56%) Hibernate
1 32 (41.56%) Spring
2 24 (31.17%) RabbitMQ
3 23 (29.87%) HTML
3 23 (29.87%) HTML5
4 20 (25.97%) JMS
4 20 (25.97%) JPA
4 20 (25.97%) Kafka
4 20 (25.97%) TIBCO EMS
4 20 (25.97%) WebSphere MQ
5 7 (9.09%) AngularJS
5 7 (9.09%) React
6 6 (7.79%) Drools
6 6 (7.79%) Node.js
7 5 (6.49%) REST
8 4 (5.19%) .NET Core
8 4 (5.19%) ASP.NET MVC
8 4 (5.19%) LESS
8 4 (5.19%) Sass
8 4 (5.19%) Vue (Vue.js)
Miscellaneous
1 9 (11.69%) Data Centre
2 7 (9.09%) Management Information System
2 7 (9.09%) Public Cloud
3 5 (6.49%) Internet of Things
Operating Systems
1 29 (37.66%) Linux
2 9 (11.69%) Unix
3 8 (10.39%) Red Hat Enterprise Linux
4 7 (9.09%) CentOS
5 6 (7.79%) Ubuntu
6 4 (5.19%) Windows
7 2 (2.60%) Amazon Linux
Processes & Methodologies
1 44 (57.14%) Agile Software Development
2 33 (42.86%) Scrum
2 33 (42.86%) TDD
3 32 (41.56%) DevOps
4 25 (32.47%) BDD
4 25 (32.47%) Configuration Management
4 25 (32.47%) DSDM
5 24 (31.17%) RUP
5 24 (31.17%) Test Automation
6 23 (29.87%) Multithreading
7 22 (28.57%) Software Engineering
8 20 (25.97%) Concurrent Programming
8 20 (25.97%) Integration Testing
8 20 (25.97%) Kanban
8 20 (25.97%) System Testing
8 20 (25.97%) UML
9 17 (22.08%) Continuous Integration
10 14 (18.18%) ITIL
11 13 (16.88%) Open Source
12 11 (14.29%) Technical Analysis
Programming Languages
1 53 (68.83%) Python
2 42 (54.55%) Bash Shell
3 39 (50.65%) Ruby
4 30 (38.96%) JavaScript
5 28 (36.36%) Java
6 17 (22.08%) Perl
7 9 (11.69%) SQL
8 8 (10.39%) PowerShell
9 7 (9.09%) Shell Script
10 5 (6.49%) PHP
11 4 (5.19%) C#
11 4 (5.19%) ES6
11 4 (5.19%) PL/SQL
11 4 (5.19%) T-SQL
11 4 (5.19%) TypeScript
12 1 (1.30%) C++
Qualifications
1 7 (9.09%) Security Cleared
2 4 (5.19%) RHCE
3 1 (1.30%) SC Cleared
Quality Assurance & Compliance
1 20 (25.97%) QA
System Software
1 53 (68.83%) Docker
2 5 (6.49%) Virtual Machines
3 4 (5.19%) vSphere
3 4 (5.19%) Xen
3 4 (5.19%) XenServer
Systems Management
1 75 (97.40%) Puppet
2 63 (81.82%) Ansible
3 27 (35.06%) Cobbler
4 7 (9.09%) Kubernetes
4 7 (9.09%) Packer
5 4 (5.19%) CFEngine
5 4 (5.19%) Grafana
5 4 (5.19%) Nagios
5 4 (5.19%) Tivoli
5 4 (5.19%) ZABBIX
6 1 (1.30%) Docker Swarm
6 1 (1.30%) Terraform
Vendors
1 20 (25.97%) IBM
1 20 (25.97%) TIBCO
2 10 (12.99%) Google
3 8 (10.39%) Informatica
3 8 (10.39%) Oracle
4 7 (9.09%) Red Hat
5 4 (5.19%) EnterpriseDB
6 3 (3.90%) Microsoft
6 3 (3.90%) ServiceNow
7 2 (2.60%) VMware
8 1 (1.30%) Zend