Period
to 21 September 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 21 September 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Glasgow
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 107 113 122
Rank change year-on-year +6 +9 +7
Permanent jobs citing Opscode Chef 48 39 33
As % of all permanent IT jobs advertised in Glasgow 2.13% 1.68% 1.39%
As % of the Systems Management category 19.28% 28.68% 16.02%
Number of salaries quoted 28 10 11
Glasgow median annual salary £43,750 £53,750 £45,000
Median salary % change year-on-year -18.60% +19.44% -43.40%
10th Percentile £33,000 £30,000 £41,250
90th Percentile £55,000 £60,000 £53,750
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 249 136 206
As % of all permanent IT jobs advertised in Glasgow 11.05% 5.84% 8.68%
Number of salaries quoted 191 62 88
Glasgow median annual salary £50,000 £43,250 £44,750
Median salary % change year-on-year +15.61% -3.35% +1.70%
10th Percentile £32,500 £30,000 £32,500
90th Percentile £65,000 £58,750 £54,500
Scotland median annual salary £50,000 £47,750 £44,000
% change year-on-year +4.71% +8.52% +3.53%

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 21 September 2018.

Salary histogram for Opscode Chef in Glasgow

For the 6 months to 21 September 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 45 (93.75%) Puppet
2 34 (70.83%) Amazon AWS
3 27 (56.25%) Microsoft Azure
4 26 (54.17%) Ansible
5 24 (50.00%) Docker
5 24 (50.00%) DevOps
5 24 (50.00%) Linux
5 24 (50.00%) Agile Software Development
6 23 (47.92%) SQL
6 23 (47.92%) Python
7 21 (43.75%) MongoDB
8 20 (41.67%) Oracle
8 20 (41.67%) SQL Server
9 18 (37.50%) Deployment Automation
10 17 (35.42%) Bash Shell
11 15 (31.25%) Ruby
11 15 (31.25%) SDLC
12 14 (29.17%) Windows
13 13 (27.08%) Continuous Integration
13 13 (27.08%) Google Cloud Platform
13 13 (27.08%) Jenkins
14 12 (25.00%) AngularJS
14 12 (25.00%) Google
14 12 (25.00%) Node.js
15 11 (22.92%) REST
15 11 (22.92%) Cobbler
15 11 (22.92%) Sass
15 11 (22.92%) LESS
15 11 (22.92%) ASP.NET MVC
15 11 (22.92%) Security Cleared

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 11 (22.92%) Tomcat
2 7 (14.58%) Jetty
3 6 (12.50%) CloudStack
3 6 (12.50%) JBoss
3 6 (12.50%) OpenStack
3 6 (12.50%) WebLogic
4 4 (8.33%) Apache
5 3 (6.25%) WebSphere
6 1 (2.08%) Apache Spark
Cloud Services
1 34 (70.83%) Amazon AWS
2 27 (56.25%) Microsoft Azure
3 13 (27.08%) Google Cloud Platform
4 11 (22.92%) npm
5 4 (8.33%) Amazon CloudWatch
5 4 (8.33%) Datadog
6 2 (4.17%) Cloud Computing
7 1 (2.08%) GitHub
7 1 (2.08%) Heroku
7 1 (2.08%) Serverless
Communications & Networking
1 3 (6.25%) AMQP
2 1 (2.08%) SAN
Database & Business Intelligence
1 21 (43.75%) MongoDB
2 20 (41.67%) SQL Server
3 8 (16.67%) MySQL
4 7 (14.58%) Hadoop
4 7 (14.58%) NoSQL
5 6 (12.50%) Couchbase
5 6 (12.50%) Redis
6 5 (10.42%) Big Data
6 5 (10.42%) Riak
7 4 (8.33%) Amazon DynamoDB
7 4 (8.33%) Amazon RDS
8 2 (4.17%) Azure SQL Database
9 1 (2.08%) Apache Hive
9 1 (2.08%) Data Lake
9 1 (2.08%) HBase
9 1 (2.08%) IBM BigInsights
Development Applications
1 13 (27.08%) Jenkins
2 10 (20.83%) Git (software)
3 7 (14.58%) CircleCI
3 7 (14.58%) CruiseControl
3 7 (14.58%) Cucumber
3 7 (14.58%) Selenium
4 6 (12.50%) JIRA
5 5 (10.42%) FitNesse
5 5 (10.42%) TeamCity
5 5 (10.42%) Vagrant
6 3 (6.25%) Artifactory
6 3 (6.25%) Bitbucket
6 3 (6.25%) CA Release Automation
6 3 (6.25%) Maven
6 3 (6.25%) Subversion
General
1 4 (8.33%) Banking
2 3 (6.25%) Investment Banking
2 3 (6.25%) Law
3 1 (2.08%) Finance
3 1 (2.08%) Legal
Job Titles
1 23 (47.92%) DevOps Engineer
2 17 (35.42%) Developer
3 11 (22.92%) .NET Developer
3 11 (22.92%) C# .NET Developer
3 11 (22.92%) C# Developer
4 6 (12.50%) Java Developer
5 5 (10.42%) AWS Engineer
6 4 (8.33%) AWS DevOps
6 4 (8.33%) AWS DevOps Engineer
6 4 (8.33%) Platform Engineer
7 3 (6.25%) Automation Engineer
8 2 (4.17%) Applications Specialist
9 1 (2.08%) Applications Support
9 1 (2.08%) Full Stack Developer
9 1 (2.08%) Infrastructure Engineer
9 1 (2.08%) Lead DevOps
9 1 (2.08%) Software Engineer
9 1 (2.08%) Support Engineer
9 1 (2.08%) Support Specialist
9 1 (2.08%) Technical Support
Libraries, Frameworks & Software Standards
1 12 (25.00%) AngularJS
1 12 (25.00%) Node.js
2 11 (22.92%) .NET
2 11 (22.92%) .NET Core
2 11 (22.92%) ASP.NET
2 11 (22.92%) ASP.NET MVC
2 11 (22.92%) LESS
2 11 (22.92%) React
2 11 (22.92%) REST
2 11 (22.92%) Sass
2 11 (22.92%) Vue.js
3 7 (14.58%) Hibernate
3 7 (14.58%) HTML
3 7 (14.58%) Spring
4 6 (12.50%) HTML5
5 4 (8.33%) Elastic Stack
5 4 (8.33%) JPA
5 4 (8.33%) Kafka
6 3 (6.25%) RabbitMQ
6 3 (6.25%) TIBCO EMS
Miscellaneous
1 4 (8.33%) Enterprise Software
2 2 (4.17%) Fintech
2 2 (4.17%) Public Cloud
3 1 (2.08%) Self-Motivation
Operating Systems
1 24 (50.00%) Linux
2 14 (29.17%) Windows
3 10 (20.83%) Unix
4 3 (6.25%) AIX
5 2 (4.17%) CentOS
6 1 (2.08%) Red Hat Enterprise Linux
Processes & Methodologies
1 24 (50.00%) Agile Software Development
1 24 (50.00%) DevOps
2 18 (37.50%) Deployment Automation
3 15 (31.25%) SDLC
4 13 (27.08%) Continuous Integration
5 11 (22.92%) Collaborative Working
5 11 (22.92%) MVC
6 9 (18.75%) Configuration Management
6 9 (18.75%) DSDM
6 9 (18.75%) RUP
6 9 (18.75%) Scrum
6 9 (18.75%) TDD
7 7 (14.58%) Test Automation
8 5 (10.42%) Multithreading
8 5 (10.42%) Stakeholder Management
9 4 (8.33%) Integration Testing
9 4 (8.33%) Software Engineering
9 4 (8.33%) System Testing
9 4 (8.33%) UML
10 3 (6.25%) Concurrent Programming
Programming Languages
1 23 (47.92%) Python
1 23 (47.92%) SQL
2 17 (35.42%) Bash Shell
3 15 (31.25%) Ruby
4 11 (22.92%) C#
4 11 (22.92%) ES6
4 11 (22.92%) PL/SQL
4 11 (22.92%) T-SQL
4 11 (22.92%) TypeScript
5 8 (16.67%) Java
6 7 (14.58%) JavaScript
7 6 (12.50%) Shell Script
8 3 (6.25%) PowerShell
9 2 (4.17%) Perl
10 1 (2.08%) Java 8
10 1 (2.08%) Scala
Qualifications
1 11 (22.92%) Security Cleared
2 1 (2.08%) Degree
Quality Assurance & Compliance
1 3 (6.25%) QA
2 1 (2.08%) GCP
System Software
1 24 (50.00%) Docker
2 6 (12.50%) vSphere
2 6 (12.50%) Xen
2 6 (12.50%) XenServer
3 1 (2.08%) Apache Flume
3 1 (2.08%) HDFS
3 1 (2.08%) Hyper-V
3 1 (2.08%) VMware Infrastructure
Systems Management
1 45 (93.75%) Puppet
2 26 (54.17%) Ansible
3 11 (22.92%) Cobbler
4 6 (12.50%) Tivoli
5 5 (10.42%) Nagios
6 3 (6.25%) BladeLogic
7 2 (4.17%) Terraform
8 1 (2.08%) Kubernetes
8 1 (2.08%) Salt
Vendors
1 20 (41.67%) Oracle
2 12 (25.00%) Google
3 8 (16.67%) New Relic
4 6 (12.50%) EnterpriseDB
5 4 (8.33%) IBM
6 3 (6.25%) Informatica
6 3 (6.25%) Perforce
6 3 (6.25%) TIBCO
7 2 (4.17%) VMware
8 1 (2.08%) Red Hat
8 1 (2.08%) Tableau