Period
to 15 July 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 15 July 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Glasgow
6 months to
15 Jul 2018
Same period 2017 Same period 2016
Rank 100 133 144
Rank change year-on-year +33 +11 -28
Permanent jobs citing Opscode Chef 72 9 28
As % of all permanent IT jobs advertised in Glasgow 2.93% 0.40% 1.08%
As % of the Systems Management category 25.71% 8.49% 12.44%
Number of salaries quoted 51 2 14
Glasgow median annual salary £45,000 £37,500 £45,000
Median salary % change year-on-year +20.00% -16.67% -10.00%
Scotland median annual salary £45,000 £54,000 £50,000
% change year-on-year -16.67% +8.00% -

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 280 106 225
As % of all permanent IT jobs advertised in Glasgow 11.39% 4.76% 8.64%
Number of salaries quoted 201 51 102
Glasgow median annual salary £50,000 £39,500 £45,000
Median salary % change year-on-year +26.58% -12.22% +1.12%
10th Percentile £33,000 £29,000 £31,250
90th Percentile £65,000 £52,500 £54,950
Scotland median annual salary £45,500 £44,500 £45,000
% change year-on-year +2.25% -1.11% -

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 15 July 2018.

Salary histogram for Opscode Chef in Glasgow

For the 6 months to 15 July 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 72 (100.00%) Puppet
2 47 (65.28%) Amazon AWS
3 44 (61.11%) Docker
4 41 (56.94%) Agile Software Development
5 40 (55.56%) Ansible
6 38 (52.78%) Microsoft Azure
6 38 (52.78%) MongoDB
6 38 (52.78%) Python
7 34 (47.22%) SQL
8 33 (45.83%) Bash Shell
9 31 (43.06%) Oracle
10 27 (37.50%) Ruby
10 27 (37.50%) AngularJS
11 26 (36.11%) Deployment Automation
12 25 (34.72%) Node.js
13 24 (33.33%) SDLC
13 24 (33.33%) Linux
14 23 (31.94%) Google
14 23 (31.94%) React
14 23 (31.94%) Google Cloud Platform
15 22 (30.56%) REST
15 22 (30.56%) TypeScript
15 22 (30.56%) T-SQL
15 22 (30.56%) C#
15 22 (30.56%) MVC
16 21 (29.17%) PL/SQL
16 21 (29.17%) Java
16 21 (29.17%) .NET
16 21 (29.17%) SQL Server
16 21 (29.17%) ASP.NET

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 18 (25.00%) Tomcat
2 16 (22.22%) Jetty
3 13 (18.06%) JBoss
3 13 (18.06%) WebLogic
4 7 (9.72%) OpenStack
5 6 (8.33%) CloudStack
6 4 (5.56%) WebSphere
7 1 (1.39%) Apache
7 1 (1.39%) Apache Spark
7 1 (1.39%) Elasticsearch
7 1 (1.39%) nginx
7 1 (1.39%) Tornado
Cloud Services
1 47 (65.28%) Amazon AWS
2 38 (52.78%) Microsoft Azure
3 23 (31.94%) Google Cloud Platform
4 21 (29.17%) npm
5 11 (15.28%) Cloud Computing
6 4 (5.56%) IaaS
6 4 (5.56%) PaaS
6 4 (5.56%) SaaS
7 3 (4.17%) Datadog
8 2 (2.78%) GitHub
9 1 (1.39%) Heroku
9 1 (1.39%) OpenShift
9 1 (1.39%) Serverless
Communications & Networking
1 6 (8.33%) DNS
1 6 (8.33%) Firewall
1 6 (8.33%) HTTP
1 6 (8.33%) Intrusion Detection
1 6 (8.33%) IPsec
1 6 (8.33%) SMTP
1 6 (8.33%) SSL
1 6 (8.33%) TCP/IP
1 6 (8.33%) VPN
2 4 (5.56%) AMQP
2 4 (5.56%) Cisco ASA
2 4 (5.56%) LAN
2 4 (5.56%) Network Security
2 4 (5.56%) SAN
3 1 (1.39%) Internet
Database & Business Intelligence
1 38 (52.78%) MongoDB
2 21 (29.17%) SQL Server
3 19 (26.39%) NoSQL
4 15 (20.83%) Hadoop
5 14 (19.44%) Couchbase
5 14 (19.44%) Redis
6 13 (18.06%) Riak
7 4 (5.56%) Big Data
8 2 (2.78%) MySQL
9 1 (1.39%) Apache Hive
9 1 (1.39%) Data Lake
9 1 (1.39%) HBase
9 1 (1.39%) IBM BigInsights
Development Applications
1 17 (23.61%) Cucumber
1 17 (23.61%) Selenium
2 13 (18.06%) FitNesse
2 13 (18.06%) Vagrant
3 8 (11.11%) Git (software)
4 5 (6.94%) Jenkins
5 2 (2.78%) Codeship
5 2 (2.78%) JIRA
5 2 (2.78%) TeamCity
6 1 (1.39%) CircleCI
6 1 (1.39%) CruiseControl
6 1 (1.39%) Gatling
6 1 (1.39%) JMeter
6 1 (1.39%) Maven
6 1 (1.39%) Mercurial
6 1 (1.39%) Subversion
6 1 (1.39%) The Grinder
General
1 2 (2.78%) Finance
2 1 (1.39%) Banking
2 1 (1.39%) Games
2 1 (1.39%) Legal
Job Titles
1 37 (51.39%) Developer
2 22 (30.56%) C# Developer
3 21 (29.17%) .NET Developer
3 21 (29.17%) C# .NET Developer
4 15 (20.83%) DevOps Engineer
4 15 (20.83%) Java Developer
5 6 (8.33%) Administrator
5 6 (8.33%) Automation Engineer
5 6 (8.33%) Security Administrator
6 4 (5.56%) Architect
6 4 (5.56%) Platform Engineer
6 4 (5.56%) Solutions Architect
7 3 (4.17%) AWS Engineer
7 3 (4.17%) Cloud Automation Engineer
7 3 (4.17%) Cloud Engineer
7 3 (4.17%) Java Engineer
7 3 (4.17%) Java Software Engineer
7 3 (4.17%) Security Architect
7 3 (4.17%) Security Solutions Architect
7 3 (4.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 27 (37.50%) AngularJS
2 25 (34.72%) Node.js
3 23 (31.94%) React
4 22 (30.56%) REST
5 21 (29.17%) .NET
5 21 (29.17%) .NET Core
5 21 (29.17%) ASP.NET
5 21 (29.17%) ASP.NET MVC
5 21 (29.17%) LESS
5 21 (29.17%) Sass
5 21 (29.17%) Vue (Vue.js)
6 18 (25.00%) Hibernate
6 18 (25.00%) HTML
6 18 (25.00%) Spring
7 17 (23.61%) HTML5
8 5 (6.94%) JPA
8 5 (6.94%) Kafka
9 4 (5.56%) JMS
9 4 (5.56%) RabbitMQ
9 4 (5.56%) TIBCO EMS
Miscellaneous
1 10 (13.89%) Data Centre
2 8 (11.11%) Public Cloud
3 6 (8.33%) Management Information System
4 3 (4.17%) Enterprise Software
5 1 (1.39%) Algorithms
5 1 (1.39%) Data Structures
5 1 (1.39%) Internet of Things
5 1 (1.39%) Private Cloud
5 1 (1.39%) Self-Motivation
Operating Systems
1 24 (33.33%) Linux
2 11 (15.28%) Unix
3 9 (12.50%) Windows
4 6 (8.33%) Windows Server
5 4 (5.56%) CentOS
5 4 (5.56%) Red Hat Enterprise Linux
6 1 (1.39%) Mac OS
Processes & Methodologies
1 41 (56.94%) Agile Software Development
2 26 (36.11%) Deployment Automation
3 24 (33.33%) SDLC
4 22 (30.56%) MVC
5 21 (29.17%) Collaborative Working
5 21 (29.17%) DevOps
6 17 (23.61%) TDD
7 15 (20.83%) Configuration Management
8 13 (18.06%) Multithreading
9 12 (16.67%) Scrum
10 11 (15.28%) Continuous Integration
10 11 (15.28%) DSDM
10 11 (15.28%) RUP
11 10 (13.89%) Security Architecture
11 10 (13.89%) Test Automation
12 8 (11.11%) Integration Testing
12 8 (11.11%) ITIL
12 8 (11.11%) Multithreaded Programming
13 7 (9.72%) Problem-Solving
13 7 (9.72%) System Testing
Programming Languages
1 38 (52.78%) Python
2 34 (47.22%) SQL
3 33 (45.83%) Bash Shell
4 27 (37.50%) Ruby
5 22 (30.56%) C#
5 22 (30.56%) T-SQL
5 22 (30.56%) TypeScript
6 21 (29.17%) ES6
6 21 (29.17%) Java
6 21 (29.17%) PL/SQL
7 18 (25.00%) JavaScript
8 8 (11.11%) Perl
9 7 (9.72%) Shell Script
10 3 (4.17%) Java 8
11 2 (2.78%) PowerShell
11 2 (2.78%) Scala
12 1 (1.39%) C++
12 1 (1.39%) Erlang
12 1 (1.39%) F#
12 1 (1.39%) Haskell
Qualifications
1 21 (29.17%) Security Cleared
2 4 (5.56%) Degree
Quality Assurance & Compliance
1 3 (4.17%) QA
2 1 (1.39%) GCP
System Software
1 44 (61.11%) Docker
2 6 (8.33%) VMware Infrastructure
2 6 (8.33%) vSphere
2 6 (8.33%) Xen
2 6 (8.33%) XenServer
3 4 (5.56%) Active Directory
4 1 (1.39%) Apache Flume
4 1 (1.39%) Apache ZooKeeper
4 1 (1.39%) HDFS
4 1 (1.39%) Hyper-V
4 1 (1.39%) VirtualBox
Systems Management
1 72 (100.00%) Puppet
2 40 (55.56%) Ansible
3 20 (27.78%) Cobbler
4 7 (9.72%) Tivoli
5 4 (5.56%) Nagios
6 3 (4.17%) Kubernetes
7 2 (2.78%) vCenter Server
8 1 (1.39%) HAProxy
8 1 (1.39%) logstash
8 1 (1.39%) Salt
Vendors
1 31 (43.06%) Oracle
2 23 (31.94%) Google
3 11 (15.28%) IBM
4 7 (9.72%) VMware
5 6 (8.33%) Cisco
5 6 (8.33%) EnterpriseDB
6 4 (5.56%) CheckPoint
6 4 (5.56%) F5
6 4 (5.56%) HP
6 4 (5.56%) Microsoft
6 4 (5.56%) Palo Alto
6 4 (5.56%) TIBCO
7 3 (4.17%) Informatica
7 3 (4.17%) New Relic
8 2 (2.78%) EMC
9 1 (1.39%) Perforce
9 1 (1.39%) Red Hat
9 1 (1.39%) Splunk
9 1 (1.39%) Tableau