Period
to 23 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Edinburgh
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 83 79 72
Rank change year-on-year -4 -7 +38
Permanent jobs citing Opscode Chef 73 75 63
As % of all permanent IT jobs advertised in Edinburgh 2.88% 2.77% 2.76%
As % of the Systems Management category 25.26% 24.35% 35.20%
Number of salaries quoted 28 41 47
Edinburgh median annual salary £45,000 £60,000 £50,000
Median salary % change year-on-year -25.00% +20.00% +8.11%
10th Percentile £30,000 £36,750 £35,600
90th Percentile £65,000 £72,500 £55,000
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 Edinburgh with a requirement for systems management skills.

All Systems Management Skills
Edinburgh
Permanent vacancies with a requirement for systems management skills 289 308 179
As % of all permanent IT jobs advertised in Edinburgh 11.40% 11.37% 7.83%
Number of salaries quoted 175 189 110
Edinburgh median annual salary £50,000 £52,500 £44,500
Median salary % change year-on-year -4.76% +17.98% -
10th Percentile £30,000 £28,750 £29,400
90th Percentile £67,500 £65,000 £55,000
Scotland median annual salary £50,000 £47,500 £43,500
% change year-on-year +5.26% +9.20% +2.35%

Opscode Chef
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Opscode Chef in Edinburgh

Opscode Chef
Salary Trend in Edinburgh

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

Salary trend for Opscode Chef in Edinburgh

Opscode Chef
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Opscode Chef in Edinburgh over the 6 months to 23 October 2018.

Salary histogram for Opscode Chef in Edinburgh

For the 6 months to 23 October 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 Edinburgh region with a requirement for Opscode Chef.

1 61 (83.56%) Ansible
2 57 (78.08%) DevOps
2 57 (78.08%) Linux
3 52 (71.23%) Puppet
4 47 (64.38%) Terraform
5 43 (58.90%) Amazon AWS
6 39 (53.42%) Microsoft Azure
7 37 (50.68%) Jenkins
8 32 (43.84%) Google Cloud Platform
8 32 (43.84%) Windows
9 31 (42.47%) Continuous Integration
9 31 (42.47%) Git (software)
10 30 (41.10%) Splunk
11 29 (39.73%) Python
12 28 (38.36%) Unix
12 28 (38.36%) Atlassian Bamboo
12 28 (38.36%) Continuous Delivery
12 28 (38.36%) Open Source
13 27 (36.99%) Elastic Stack
14 26 (35.62%) Rundeck
14 26 (35.62%) Consul
14 26 (35.62%) Microservices
15 25 (34.25%) Octopus Deploy
15 25 (34.25%) GoCD
15 25 (34.25%) Team Foundation Server
15 25 (34.25%) Customer Engagement
15 25 (34.25%) RedGate
15 25 (34.25%) ServiceNow
15 25 (34.25%) JIRA
15 25 (34.25%) Subversion

Opscode Chef
Co-occurring IT Skills in Edinburgh 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 7 (9.59%) JBoss
2 4 (5.48%) Apache
2 4 (5.48%) WildFly
3 3 (4.11%) Apache Spark
3 3 (4.11%) OpenStack
3 3 (4.11%) Tomcat
4 2 (2.74%) Apache Pig
4 2 (2.74%) Apache Solr
4 2 (2.74%) WebSphere
5 1 (1.37%) WebSphere Application Server
Applications
1 1 (1.37%) 3ds Max
1 1 (1.37%) Adobe Illustrator
1 1 (1.37%) Maya
1 1 (1.37%) Photoshop
Cloud Services
1 43 (58.90%) Amazon AWS
2 39 (53.42%) Microsoft Azure
3 32 (43.84%) Google Cloud Platform
4 13 (17.81%) SaaS
5 4 (5.48%) AWS CloudFormation
6 3 (4.11%) Amazon EC2
6 3 (4.11%) GitHub
6 3 (4.11%) IaaS
6 3 (4.11%) OpenShift
6 3 (4.11%) PaaS
6 3 (4.11%) Serverless
7 2 (2.74%) Amazon CloudWatch
7 2 (2.74%) Amazon EMR
7 2 (2.74%) Amazon S3
7 2 (2.74%) AWS CodePipeline
7 2 (2.74%) AWS Elastic Beanstalk
7 2 (2.74%) AWS Lambda
7 2 (2.74%) CloudFront
7 2 (2.74%) Datadog
7 2 (2.74%) Sumo Logic
Communications & Networking
1 4 (5.48%) Firewall
1 4 (5.48%) VPN
2 1 (1.37%) DNS
2 1 (1.37%) HTTP
2 1 (1.37%) HTTPS
2 1 (1.37%) Internet
2 1 (1.37%) SAN
2 1 (1.37%) SMTP
2 1 (1.37%) SSH
2 1 (1.37%) SSL
2 1 (1.37%) TCP/IP
2 1 (1.37%) VoIP
Database & Business Intelligence
1 9 (12.33%) Big Data
2 7 (9.59%) Apache Cassandra
3 6 (8.22%) SQL Server
4 4 (5.48%) Redis
5 3 (4.11%) MySQL
6 2 (2.74%) Amazon RDS
6 2 (2.74%) Apache Hive
7 1 (1.37%) Data Warehouse
7 1 (1.37%) Hadoop
Development Applications
1 37 (50.68%) Jenkins
2 31 (42.47%) Git (software)
3 28 (38.36%) Atlassian Bamboo
4 25 (34.25%) GoCD
4 25 (34.25%) IBM UrbanCode
4 25 (34.25%) JIRA
4 25 (34.25%) Octopus Deploy
4 25 (34.25%) Subversion
4 25 (34.25%) Team Foundation Server
5 6 (8.22%) Maven
6 5 (6.85%) GitLab
7 4 (5.48%) Vagrant
8 3 (4.11%) RSpec
9 2 (2.74%) Bitbucket
9 2 (2.74%) GCC
9 2 (2.74%) Selenium
9 2 (2.74%) TeamCity
9 2 (2.74%) Travis CI
10 1 (1.37%) gulp
10 1 (1.37%) SonarQube
General
1 4 (5.48%) Billing
2 3 (4.11%) Finance
3 2 (2.74%) Banking
3 2 (2.74%) Games
4 1 (1.37%) Digital Economy
Job Titles
1 29 (39.73%) Senior DevOps
2 25 (34.25%) Consultant
2 25 (34.25%) DevOps Consultant
2 25 (34.25%) Senior Consultant
2 25 (34.25%) Senior DevOps Consultant
3 23 (31.51%) DevOps Engineer
4 9 (12.33%) Cloud Engineer
5 7 (9.59%) Python Engineer
5 7 (9.59%) Software Engineer
6 5 (6.85%) Analyst
6 5 (6.85%) AWS Engineer
6 5 (6.85%) Developer
6 5 (6.85%) Junior
6 5 (6.85%) Junior DevOps
6 5 (6.85%) Junior DevOps Engineer
7 4 (5.48%) Administrator
7 4 (5.48%) Automation Engineer
7 4 (5.48%) Azure Engineer
7 4 (5.48%) Senior DevOps Engineer
7 4 (5.48%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 27 (36.99%) Elastic Stack
2 9 (12.33%) Node.js
3 8 (10.96%) Flask
4 6 (8.22%) CSS
4 6 (8.22%) HTML
4 6 (8.22%) RESTful
5 5 (6.85%) AngularJS
6 4 (5.48%) Celery
6 4 (5.48%) jQuery
6 4 (5.48%) Twitter Bootstrap
7 3 (4.11%) Kafka
8 2 (2.74%) JSON
8 2 (2.74%) Velocity
8 2 (2.74%) Web Services
9 1 (1.37%) Flash
9 1 (1.37%) LDAP
9 1 (1.37%) SAML
9 1 (1.37%) WebSphere MQ
9 1 (1.37%) XHTML
9 1 (1.37%) XML
Miscellaneous
1 4 (5.48%) Data Centre
2 3 (4.11%) Hybrid Cloud
2 3 (4.11%) Linux Command Line
2 3 (4.11%) Public Cloud
3 2 (2.74%) Algorithms
3 2 (2.74%) Computer Science
3 2 (2.74%) Fintech
4 1 (1.37%) Clustering
4 1 (1.37%) Data Structures
4 1 (1.37%) Graphic Design
4 1 (1.37%) Management Information System
4 1 (1.37%) User Experience
Operating Systems
1 57 (78.08%) Linux
2 32 (43.84%) Windows
3 28 (38.36%) Unix
4 9 (12.33%) Red Hat Enterprise Linux
5 5 (6.85%) Windows Server
6 3 (4.11%) CentOS
7 2 (2.74%) Debian
8 1 (1.37%) Solaris
Processes & Methodologies
1 57 (78.08%) DevOps
2 31 (42.47%) Continuous Integration
3 28 (38.36%) Continuous Delivery
3 28 (38.36%) Open Source
4 26 (35.62%) Microservices
5 25 (34.25%) Customer Engagement
6 21 (28.77%) Configuration Management
7 10 (13.70%) Agile Software Development
8 9 (12.33%) Software Engineering
9 8 (10.96%) Problem-Solving
10 7 (9.59%) OO
11 6 (8.22%) Test Automation
12 5 (6.85%) Analytics
12 5 (6.85%) Deployment Automation
12 5 (6.85%) Scrum
12 5 (6.85%) TDD
12 5 (6.85%) Web Operations
13 4 (5.48%) API Design
13 4 (5.48%) BDD
14 3 (4.11%) Kanban
Programming Languages
1 29 (39.73%) Python
2 19 (26.03%) Java
3 13 (17.81%) JavaScript
4 12 (16.44%) Ruby
5 10 (13.70%) Bash Shell
6 7 (9.59%) Go
6 7 (9.59%) PowerShell
7 5 (6.85%) PHP
8 4 (5.48%) Perl
9 3 (4.11%) SQL
10 2 (2.74%) C#
10 2 (2.74%) Scala
10 2 (2.74%) Shell Script
11 1 (1.37%) Bourne shell
11 1 (1.37%) C-shell
11 1 (1.37%) Groovy
11 1 (1.37%) Jython
11 1 (1.37%) Korn
11 1 (1.37%) VBScript
Qualifications
1 4 (5.48%) Degree
2 2 (2.74%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.37%) ISO 9001
1 1 (1.37%) ISO/IEC 27001
1 1 (1.37%) PCI DSS
System Software
1 23 (31.51%) Docker
2 1 (1.37%) NFS
2 1 (1.37%) Veritas Cluster Server
2 1 (1.37%) Veritas Volume Manager
2 1 (1.37%) VMware ESXi
2 1 (1.37%) VMware Infrastructure
2 1 (1.37%) vSphere
Systems Management
1 61 (83.56%) Ansible
2 52 (71.23%) Puppet
3 47 (64.38%) Terraform
4 26 (35.62%) Consul
4 26 (35.62%) Rundeck
5 13 (17.81%) Kubernetes
6 9 (12.33%) Salt
7 3 (4.11%) Mesos
7 3 (4.11%) Rancher
8 2 (2.74%) Cacti
8 2 (2.74%) Capistrano
8 2 (2.74%) Grafana
8 2 (2.74%) Oozie
8 2 (2.74%) Packer
8 2 (2.74%) Prometheus
8 2 (2.74%) Sysdig
9 1 (1.37%) Docker Swarm
9 1 (1.37%) SCCM
9 1 (1.37%) Single Sign-On
9 1 (1.37%) vMotion
Vendors
1 30 (41.10%) Splunk
2 25 (34.25%) Delphix
2 25 (34.25%) RedGate
2 25 (34.25%) ServiceNow
3 4 (5.48%) Google
3 4 (5.48%) Red Hat
4 2 (2.74%) F5
4 2 (2.74%) Oracle
4 2 (2.74%) Perforce
5 1 (1.37%) Adobe
5 1 (1.37%) Cisco
5 1 (1.37%) EMC
5 1 (1.37%) IBM
5 1 (1.37%) Microsoft
5 1 (1.37%) NetApp
5 1 (1.37%) Rackspace
5 1 (1.37%) Sun
5 1 (1.37%) Veritas
5 1 (1.37%) VMware