Period
to 17 January 2019

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 17 January 2019 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Edinburgh
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 88 97 79
Rank change year-on-year +9 -18 +30
Permanent jobs citing Opscode Chef 60 60 54
As % of all permanent IT jobs advertised in Edinburgh 2.49% 2.31% 2.47%
As % of the Systems Management category 26.09% 22.99% 28.72%
Number of salaries quoted 25 29 40
Edinburgh median annual salary £45,000 £60,000 £48,250
Median salary % change year-on-year -25.00% +24.35% +7.22%
10th Percentile £30,000 £37,500 £37,025
90th Percentile £63,500 £68,750 £65,125
Scotland median annual salary £47,500 £55,000 £46,750
% change year-on-year -13.64% +17.65% +6.86%

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 230 261 188
As % of all permanent IT jobs advertised in Edinburgh 9.54% 10.03% 8.60%
Number of salaries quoted 147 151 105
Edinburgh median annual salary £47,500 £45,000 £44,000
Median salary % change year-on-year +5.56% +2.27% -1.12%
10th Percentile £26,250 £30,000 £26,750
90th Percentile £67,500 £65,000 £57,500
Scotland median annual salary £50,000 £47,500 £42,250
% change year-on-year +5.26% +12.43% -0.59%

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 17 January 2019.

Salary histogram for Opscode Chef in Edinburgh

For the 6 months to 17 January 2019, 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 53 (88.33%) DevOps
2 52 (86.67%) Ansible
2 52 (86.67%) Linux
3 44 (73.33%) Puppet
3 44 (73.33%) Terraform
4 36 (60.00%) Amazon AWS
5 33 (55.00%) Jenkins
6 32 (53.33%) Microsoft Azure
7 31 (51.67%) Continuous Integration
7 31 (51.67%) Git (software)
7 31 (51.67%) Unix
8 30 (50.00%) Elastic Stack
8 30 (50.00%) Windows
8 30 (50.00%) Atlassian Bamboo
8 30 (50.00%) Splunk
9 29 (48.33%) Google Cloud Platform
9 29 (48.33%) Consul
10 28 (46.67%) Rundeck
10 28 (46.67%) Continuous Delivery
10 28 (46.67%) Microservices
11 27 (45.00%) Octopus Deploy
11 27 (45.00%) ServiceNow
11 27 (45.00%) GoCD
11 27 (45.00%) IBM UrbanCode
11 27 (45.00%) Delphix
11 27 (45.00%) RedGate
11 27 (45.00%) Customer Engagement
11 27 (45.00%) Open Source
11 27 (45.00%) Team Foundation Server
11 27 (45.00%) JIRA

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 4 (6.67%) JBoss
2 3 (5.00%) Apache Spark
3 2 (3.33%) Apache
3 2 (3.33%) Apache Pig
3 2 (3.33%) Apache Solr
3 2 (3.33%) WildFly
4 1 (1.67%) Tomcat
4 1 (1.67%) WebSphere
Cloud Services
1 36 (60.00%) Amazon AWS
2 32 (53.33%) Microsoft Azure
3 29 (48.33%) Google Cloud Platform
4 6 (10.00%) SaaS
5 4 (6.67%) AWS CloudFormation
6 3 (5.00%) Datadog
7 2 (3.33%) Amazon CloudWatch
7 2 (3.33%) Amazon EC2
7 2 (3.33%) Amazon EMR
7 2 (3.33%) Amazon S3
7 2 (3.33%) AWS CodePipeline
7 2 (3.33%) AWS Elastic Beanstalk
7 2 (3.33%) AWS Lambda
7 2 (3.33%) GitHub
7 2 (3.33%) OpenShift
7 2 (3.33%) Serverless
7 2 (3.33%) Sumo Logic
8 1 (1.67%) npm
Communications & Networking
1 2 (3.33%) Firewall
1 2 (3.33%) VoIP
1 2 (3.33%) VPN
2 1 (1.67%) DNS
2 1 (1.67%) Internet
2 1 (1.67%) SAN
2 1 (1.67%) SMTP
2 1 (1.67%) SSH
2 1 (1.67%) TCP/IP
Database & Business Intelligence
1 10 (16.67%) Big Data
2 8 (13.33%) Apache Cassandra
3 3 (5.00%) Amazon RDS
3 3 (5.00%) SQL Server
4 2 (3.33%) Apache Hive
5 1 (1.67%) Couchbase
5 1 (1.67%) Data Warehouse
5 1 (1.67%) Hadoop
5 1 (1.67%) Mixpanel
5 1 (1.67%) Oracle Database
5 1 (1.67%) Oracle Database 12c
5 1 (1.67%) PostgreSQL
Development Applications
1 33 (55.00%) Jenkins
2 31 (51.67%) Git (software)
3 30 (50.00%) Atlassian Bamboo
4 27 (45.00%) GoCD
4 27 (45.00%) IBM UrbanCode
4 27 (45.00%) JIRA
4 27 (45.00%) Octopus Deploy
4 27 (45.00%) Subversion
4 27 (45.00%) Team Foundation Server
5 4 (6.67%) RSpec
6 3 (5.00%) GitLab
6 3 (5.00%) TeamCity
7 2 (3.33%) Ant
7 2 (3.33%) Bitbucket
7 2 (3.33%) Cucumber
7 2 (3.33%) Maven
7 2 (3.33%) Travis CI
8 1 (1.67%) GCC
8 1 (1.67%) MSBuild
8 1 (1.67%) Visual Studio
General
1 4 (6.67%) Billing
2 3 (5.00%) Finance
3 2 (3.33%) Banking
4 1 (1.67%) Games
Job Titles
1 31 (51.67%) Senior DevOps
2 27 (45.00%) Consultant
2 27 (45.00%) DevOps Consultant
2 27 (45.00%) Senior Consultant
2 27 (45.00%) Senior DevOps Consultant
3 21 (35.00%) DevOps Engineer
4 6 (10.00%) Cloud Engineer
4 6 (10.00%) Junior
4 6 (10.00%) Junior DevOps
4 6 (10.00%) Junior DevOps Engineer
5 4 (6.67%) Python Engineer
5 4 (6.67%) Senior DevOps Engineer
6 3 (5.00%) Administrator
6 3 (5.00%) Developer
6 3 (5.00%) Linux Administrator
6 3 (5.00%) Linux Systems Administrator
6 3 (5.00%) Systems Administrator
7 2 (3.33%) Analyst
7 2 (3.33%) Support Analyst
7 2 (3.33%) Web Developer
Libraries, Frameworks & Software Standards
1 30 (50.00%) Elastic Stack
2 7 (11.67%) CSS
2 7 (11.67%) HTML
2 7 (11.67%) Node.js
3 6 (10.00%) RESTful
4 4 (6.67%) Flask
5 3 (5.00%) Kafka
6 2 (3.33%) jQuery
6 2 (3.33%) JSON
6 2 (3.33%) Ruby on Rails
6 2 (3.33%) Twitter Bootstrap
6 2 (3.33%) Velocity
6 2 (3.33%) Web Services
7 1 (1.67%) .NET
7 1 (1.67%) AngularJS
7 1 (1.67%) LDAP
7 1 (1.67%) Middleware
7 1 (1.67%) RabbitMQ
7 1 (1.67%) Spring
7 1 (1.67%) WebSphere MQ
Miscellaneous
1 2 (3.33%) Data Centre
1 2 (3.33%) Fintech
1 2 (3.33%) Linux Command Line
1 2 (3.33%) Management Information System
2 1 (1.67%) Clustering
2 1 (1.67%) Mobile App
2 1 (1.67%) User Experience
Operating Systems
1 52 (86.67%) Linux
2 31 (51.67%) Unix
3 30 (50.00%) Windows
4 5 (8.33%) Red Hat Enterprise Linux
5 3 (5.00%) Windows Server
6 2 (3.33%) Debian
7 1 (1.67%) CentOS
7 1 (1.67%) Solaris
Processes & Methodologies
1 53 (88.33%) DevOps
2 31 (51.67%) Continuous Integration
3 28 (46.67%) Continuous Delivery
3 28 (46.67%) Microservices
4 27 (45.00%) Customer Engagement
4 27 (45.00%) Open Source
5 15 (25.00%) Configuration Management
6 6 (10.00%) Web Operations
7 5 (8.33%) Analytics
8 4 (6.67%) API Design
8 4 (6.67%) Deployment Automation
8 4 (6.67%) Software Engineering
9 3 (5.00%) ETL
9 3 (5.00%) Test Automation
10 2 (3.33%) Infrastructure Engineering
10 2 (3.33%) OO
10 2 (3.33%) Security Patching
10 2 (3.33%) Systems Analysis
10 2 (3.33%) Task Automation
10 2 (3.33%) Web Development
Programming Languages
1 23 (38.33%) Python
2 14 (23.33%) Java
3 11 (18.33%) JavaScript
3 11 (18.33%) Ruby
4 9 (15.00%) Bash Shell
5 6 (10.00%) Go
5 6 (10.00%) PowerShell
6 2 (3.33%) Korn
6 2 (3.33%) Perl
6 2 (3.33%) Scala
6 2 (3.33%) SQL
7 1 (1.67%) Bourne shell
7 1 (1.67%) C#
7 1 (1.67%) C-shell
7 1 (1.67%) ES6
7 1 (1.67%) Groovy
7 1 (1.67%) Shell Script
7 1 (1.67%) TypeScript
Qualifications
1 2 (3.33%) Degree
2 1 (1.67%) Computer Science Degree
Quality Assurance & Compliance
1 2 (3.33%) ISO 9001
1 2 (3.33%) ISO/IEC 27001
1 2 (3.33%) PCI DSS
System Software
1 15 (25.00%) Docker
2 1 (1.67%) NFS
2 1 (1.67%) Veritas Cluster Server
2 1 (1.67%) Veritas Volume Manager
2 1 (1.67%) VMware ESXi
2 1 (1.67%) VMware Infrastructure
2 1 (1.67%) vSphere
Systems Management
1 52 (86.67%) Ansible
2 44 (73.33%) Puppet
2 44 (73.33%) Terraform
3 29 (48.33%) Consul
4 28 (46.67%) Rundeck
5 10 (16.67%) Salt
6 8 (13.33%) Kubernetes
7 3 (5.00%) Mesos
7 3 (5.00%) Packer
8 2 (3.33%) Grafana
8 2 (3.33%) Oozie
8 2 (3.33%) Prometheus
8 2 (3.33%) Sysdig
9 1 (1.67%) Cacti
9 1 (1.67%) Capistrano
9 1 (1.67%) Docker Swarm
9 1 (1.67%) Oracle ZFS
9 1 (1.67%) SCCM
9 1 (1.67%) vMotion
Vendors
1 30 (50.00%) Splunk
2 27 (45.00%) Delphix
2 27 (45.00%) RedGate
2 27 (45.00%) ServiceNow
3 4 (6.67%) Red Hat
4 2 (3.33%) Google
4 2 (3.33%) Oracle
4 2 (3.33%) VMware
5 1 (1.67%) Cisco
5 1 (1.67%) EMC
5 1 (1.67%) F5
5 1 (1.67%) IBM
5 1 (1.67%) Microsoft
5 1 (1.67%) NetApp
5 1 (1.67%) Perforce
5 1 (1.67%) Sun
5 1 (1.67%) Veritas