Period
to 13 November 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 13 November 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Glasgow
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 108 96 117
Rank change year-on-year -12 +21 +15
Permanent jobs citing Opscode Chef 46 51 30
As % of all permanent IT jobs advertised in Glasgow 2.14% 2.24% 1.36%
As % of the Systems Management category 19.17% 31.48% 17.14%
Number of salaries quoted 24 16 8
Glasgow median annual salary £47,500 £55,000 £42,500
Median salary % change year-on-year -13.64% +29.41% -
10th Percentile £33,000 £34,500 £38,775
90th Percentile £55,000 £60,000 £54,500
Scotland median annual salary £45,000 £60,000 £50,000
% change year-on-year -25.00% +20.00% +11.11%

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 240 162 175
As % of all permanent IT jobs advertised in Glasgow 11.16% 7.12% 7.94%
Number of salaries quoted 187 89 76
Glasgow median annual salary £50,000 £47,500 £42,500
Median salary % change year-on-year +5.26% +11.76% -
10th Percentile £32,500 £30,500 £32,500
90th Percentile £65,000 £58,750 £55,375
Scotland median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +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 13 November 2018.

Salary histogram for Opscode Chef in Glasgow

For the 6 months to 13 November 2018, IT jobs citing Opscode Chef also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Opscode Chef.

1 42 (91.30%) Puppet
2 31 (67.39%) Ansible
2 31 (67.39%) DevOps
3 29 (63.04%) Amazon AWS
3 29 (63.04%) Linux
4 23 (50.00%) Python
4 23 (50.00%) Microsoft Azure
5 21 (45.65%) Jenkins
5 21 (45.65%) Windows
6 19 (41.30%) Deployment Automation
7 18 (39.13%) Docker
7 18 (39.13%) SQL
7 18 (39.13%) Agile Software Development
8 17 (36.96%) SQL Server
8 17 (36.96%) Bash Shell
8 17 (36.96%) Continuous Integration
9 14 (30.43%) Git (software)
9 14 (30.43%) Oracle
10 13 (28.26%) Unix
11 12 (26.09%) MySQL
11 12 (26.09%) Ruby
11 12 (26.09%) MongoDB
12 11 (23.91%) CruiseControl
12 11 (23.91%) New Relic
12 11 (23.91%) CircleCI
13 10 (21.74%) JIRA
14 9 (19.57%) TeamCity
14 9 (19.57%) Cobbler
14 9 (19.57%) Scrum
14 9 (19.57%) RUP

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 9 (19.57%) Tomcat
2 6 (13.04%) CloudStack
2 6 (13.04%) OpenStack
3 5 (10.87%) Apache
4 4 (8.70%) JBoss
4 4 (8.70%) Jetty
4 4 (8.70%) WebLogic
5 3 (6.52%) WebSphere
6 1 (2.17%) Apache Spark
Cloud Services
1 29 (63.04%) Amazon AWS
2 23 (50.00%) Microsoft Azure
3 7 (15.22%) Amazon CloudWatch
4 6 (13.04%) Google Cloud Platform
5 4 (8.70%) Datadog
5 4 (8.70%) npm
6 1 (2.17%) Cloud Computing
6 1 (2.17%) GitHub
6 1 (2.17%) Serverless
Communications & Networking
1 3 (6.52%) AMQP
2 1 (2.17%) SAN
Database & Business Intelligence
1 17 (36.96%) SQL Server
2 12 (26.09%) MongoDB
2 12 (26.09%) MySQL
3 7 (15.22%) Amazon DynamoDB
3 7 (15.22%) Amazon RDS
4 5 (10.87%) Big Data
4 5 (10.87%) Hadoop
5 4 (8.70%) Couchbase
5 4 (8.70%) NoSQL
5 4 (8.70%) Redis
6 3 (6.52%) Riak
7 2 (4.35%) Azure SQL Database
8 1 (2.17%) Apache Hive
8 1 (2.17%) Data Lake
8 1 (2.17%) HBase
8 1 (2.17%) IBM BigInsights
Development Applications
1 21 (45.65%) Jenkins
2 14 (30.43%) Git (software)
3 11 (23.91%) CircleCI
3 11 (23.91%) CruiseControl
4 10 (21.74%) JIRA
5 9 (19.57%) TeamCity
6 7 (15.22%) Artifactory
6 7 (15.22%) Maven
7 6 (13.04%) Bitbucket
7 6 (13.04%) Subversion
8 4 (8.70%) CA Release Automation
8 4 (8.70%) Cucumber
8 4 (8.70%) Selenium
9 3 (6.52%) FitNesse
9 3 (6.52%) Vagrant
General
1 5 (10.87%) Banking
2 4 (8.70%) Investment Banking
2 4 (8.70%) Law
Job Titles
1 29 (63.04%) DevOps Engineer
2 8 (17.39%) Developer
3 5 (10.87%) AWS Engineer
4 4 (8.70%) .NET Developer
4 4 (8.70%) Automation Engineer
4 4 (8.70%) AWS DevOps
4 4 (8.70%) AWS DevOps Engineer
4 4 (8.70%) C# .NET Developer
4 4 (8.70%) C# Developer
4 4 (8.70%) Java Developer
4 4 (8.70%) Platform Engineer
5 3 (6.52%) Applications Specialist
6 2 (4.35%) Applications Support
6 2 (4.35%) Applications Support Specialist
6 2 (4.35%) Lead DevOps
6 2 (4.35%) Support Specialist
7 1 (2.17%) Full Stack Developer
7 1 (2.17%) Infrastructure Engineer
7 1 (2.17%) Linux Engineer
7 1 (2.17%) Senior Technical Support
Libraries, Frameworks & Software Standards
1 4 (8.70%) .NET
1 4 (8.70%) .NET Core
1 4 (8.70%) AngularJS
1 4 (8.70%) ASP.NET
1 4 (8.70%) ASP.NET MVC
1 4 (8.70%) Elastic Stack
1 4 (8.70%) Hibernate
1 4 (8.70%) HTML
1 4 (8.70%) JPA
1 4 (8.70%) Kafka
1 4 (8.70%) LESS
1 4 (8.70%) Node.js
1 4 (8.70%) React
1 4 (8.70%) REST
1 4 (8.70%) Sass
1 4 (8.70%) Spring
1 4 (8.70%) Vue.js
2 3 (6.52%) HTML5
2 3 (6.52%) JMS
2 3 (6.52%) WebSphere MQ
Miscellaneous
1 4 (8.70%) Enterprise Software
2 2 (4.35%) Fintech
3 1 (2.17%) Public Cloud
3 1 (2.17%) Self-Motivation
Operating Systems
1 29 (63.04%) Linux
2 21 (45.65%) Windows
3 13 (28.26%) Unix
4 4 (8.70%) AIX
5 2 (4.35%) CentOS
6 1 (2.17%) Red Hat Enterprise Linux
Processes & Methodologies
1 31 (67.39%) DevOps
2 19 (41.30%) Deployment Automation
3 18 (39.13%) Agile Software Development
4 17 (36.96%) Continuous Integration
5 9 (19.57%) DSDM
5 9 (19.57%) RUP
5 9 (19.57%) Scrum
5 9 (19.57%) SDLC
6 8 (17.39%) Configuration Management
6 8 (17.39%) TDD
7 7 (15.22%) Analytics
7 7 (15.22%) Test Automation
8 6 (13.04%) Stakeholder Management
9 5 (10.87%) Collaborative Working
10 4 (8.70%) Issue Tracking
10 4 (8.70%) MVC
10 4 (8.70%) Open Source
10 4 (8.70%) Open Source Development
10 4 (8.70%) Risk Management
10 4 (8.70%) UML
Programming Languages
1 23 (50.00%) Python
2 18 (39.13%) SQL
3 17 (36.96%) Bash Shell
4 12 (26.09%) Ruby
5 6 (13.04%) PowerShell
5 6 (13.04%) Shell Script
6 5 (10.87%) Java
7 4 (8.70%) C#
7 4 (8.70%) ES6
7 4 (8.70%) JavaScript
7 4 (8.70%) PL/SQL
7 4 (8.70%) T-SQL
7 4 (8.70%) TypeScript
8 2 (4.35%) Perl
9 1 (2.17%) Scala
Qualifications
1 4 (8.70%) Security Cleared
Quality Assurance & Compliance
1 3 (6.52%) QA
System Software
1 18 (39.13%) Docker
2 6 (13.04%) vSphere
2 6 (13.04%) Xen
2 6 (13.04%) XenServer
3 1 (2.17%) Apache Flume
3 1 (2.17%) HDFS
3 1 (2.17%) Hyper-V
Systems Management
1 42 (91.30%) Puppet
2 31 (67.39%) Ansible
3 9 (19.57%) Cobbler
4 6 (13.04%) Tivoli
5 5 (10.87%) Nagios
6 4 (8.70%) BladeLogic
7 2 (4.35%) Terraform
8 1 (2.17%) Kubernetes
8 1 (2.17%) Salt
Vendors
1 14 (30.43%) Oracle
2 11 (23.91%) New Relic
3 6 (13.04%) EnterpriseDB
4 5 (10.87%) Google
5 4 (8.70%) IBM
5 4 (8.70%) Perforce
6 3 (6.52%) Informatica
6 3 (6.52%) TIBCO
7 1 (2.17%) Red Hat
7 1 (2.17%) Tableau
7 1 (2.17%) VMware