Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Edinburgh
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 70 66 94
Rank change year-on-year -4 +28 +6
Permanent jobs citing Opscode Chef 77 83 50
As % of all permanent IT jobs advertised in Edinburgh 3.04% 3.30% 2.01%
As % of the Systems Management category 22.71% 29.02% 28.41%
Number of salaries quoted 28 45 37
Edinburgh median annual salary £51,500 £60,000 £50,000
Median salary % change year-on-year -14.17% +20.00% +2.56%
10th Percentile £31,250 £36,750 £36,650
90th Percentile £75,000 £73,750 £58,000
Scotland median annual salary £45,000 £60,000 £50,000
% change year-on-year -25.00% +20.00% -

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 Edinburgh with a requirement for systems management skills.

All Systems Management Skills
Edinburgh
Permanent vacancies with a requirement for systems management skills 339 286 176
As % of all permanent IT jobs advertised in Edinburgh 13.38% 11.36% 7.07%
Number of salaries quoted 217 166 108
Edinburgh median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £27,500 £28,500 £28,200
90th Percentile £69,200 £71,875 £55,375
Scotland median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +1.69%

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 16 August 2018.

Salary histogram for Opscode Chef in Edinburgh

For the 6 months to 16 August 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 65 (84.42%) Ansible
2 59 (76.62%) Linux
3 55 (71.43%) Puppet
3 55 (71.43%) DevOps
4 49 (63.64%) Microsoft Azure
4 49 (63.64%) Amazon AWS
5 48 (62.34%) Jenkins
6 47 (61.04%) Terraform
7 37 (48.05%) Windows
8 36 (46.75%) Continuous Integration
8 36 (46.75%) Google Cloud Platform
9 34 (44.16%) GCP
10 32 (41.56%) Git (software)
11 31 (40.26%) Continuous Delivery
12 30 (38.96%) Splunk
13 28 (36.36%) Open Source
13 28 (36.36%) Octopus Deploy
13 28 (36.36%) Team Foundation Server
13 28 (36.36%) Atlassian Bamboo
13 28 (36.36%) JIRA
13 28 (36.36%) Python
14 27 (35.06%) Unix
14 27 (35.06%) Elastic Stack
15 26 (33.77%) Rundeck
16 25 (32.47%) Configuration Management
16 25 (32.47%) Customer Engagement
16 25 (32.47%) Subversion
16 25 (32.47%) Microservices
16 25 (32.47%) GoCD
16 25 (32.47%) ServiceNow

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 9 (11.69%) OpenStack
2 6 (7.79%) JBoss
3 4 (5.19%) WildFly
4 3 (3.90%) Apache
4 3 (3.90%) Apache Spark
4 3 (3.90%) Tomcat
5 2 (2.60%) Apache Pig
5 2 (2.60%) Apache Solr
6 1 (1.30%) Elasticsearch
6 1 (1.30%) WebSphere
6 1 (1.30%) WebSphere Application Server
Applications
1 1 (1.30%) 3ds Max
1 1 (1.30%) Adobe Illustrator
1 1 (1.30%) Maya
1 1 (1.30%) Photoshop
Cloud Services
1 49 (63.64%) Amazon AWS
1 49 (63.64%) Microsoft Azure
2 36 (46.75%) Google Cloud Platform
3 16 (20.78%) SaaS
4 7 (9.09%) IaaS
4 7 (9.09%) PaaS
5 6 (7.79%) GitHub
6 4 (5.19%) AWS CloudFormation
7 3 (3.90%) Amazon EC2
7 3 (3.90%) OpenShift
7 3 (3.90%) Serverless
8 2 (2.60%) Amazon CloudWatch
8 2 (2.60%) Amazon EMR
8 2 (2.60%) Amazon S3
8 2 (2.60%) AWS CodePipeline
8 2 (2.60%) AWS Elastic Beanstalk
8 2 (2.60%) AWS Lambda
8 2 (2.60%) CloudFront
8 2 (2.60%) Datadog
8 2 (2.60%) Sumo Logic
Communications & Networking
1 4 (5.19%) Firewall
1 4 (5.19%) VPN
2 1 (1.30%) HTTP
2 1 (1.30%) HTTPS
2 1 (1.30%) SSL
Database & Business Intelligence
1 5 (6.49%) Big Data
1 5 (6.49%) SQL Server
2 4 (5.19%) Redis
3 3 (3.90%) Apache Cassandra
3 3 (3.90%) Apache Hive
3 3 (3.90%) MySQL
4 2 (2.60%) Amazon RDS
5 1 (1.30%) Data Warehouse
5 1 (1.30%) Hadoop
5 1 (1.30%) HBase
5 1 (1.30%) NoSQL
5 1 (1.30%) PostgreSQL
Development Applications
1 48 (62.34%) Jenkins
2 32 (41.56%) Git (software)
3 28 (36.36%) Atlassian Bamboo
3 28 (36.36%) JIRA
3 28 (36.36%) Octopus Deploy
3 28 (36.36%) Team Foundation Server
4 25 (32.47%) GoCD
4 25 (32.47%) IBM UrbanCode
4 25 (32.47%) Subversion
5 10 (12.99%) Maven
6 7 (9.09%) TeamCity
6 7 (9.09%) Vagrant
7 5 (6.49%) GitLab
8 2 (2.60%) Bitbucket
8 2 (2.60%) Codeship
8 2 (2.60%) GCC
8 2 (2.60%) RSpec
8 2 (2.60%) Selenium
8 2 (2.60%) Travis CI
9 1 (1.30%) Visual Studio
General
1 3 (3.90%) Billing
1 3 (3.90%) Games
2 2 (2.60%) Banking
2 2 (2.60%) Finance
3 1 (1.30%) Digital Economy
Job Titles
1 28 (36.36%) Senior DevOps
2 26 (33.77%) Consultant
3 25 (32.47%) DevOps Consultant
3 25 (32.47%) Senior Consultant
3 25 (32.47%) Senior DevOps Consultant
4 16 (20.78%) DevOps Engineer
5 11 (14.29%) Cloud Engineer
6 9 (11.69%) Software Engineer
7 8 (10.39%) AWS Engineer
8 7 (9.09%) Automation Engineer
8 7 (9.09%) Azure Engineer
9 6 (7.79%) Python Engineer
10 5 (6.49%) Analyst
11 4 (5.19%) Administrator
11 4 (5.19%) Developer
11 4 (5.19%) SaaS Analyst
11 4 (5.19%) Senior Software Engineer
11 4 (5.19%) Support Analyst
11 4 (5.19%) Systems Administrator
12 3 (3.90%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 27 (35.06%) Elastic Stack
2 9 (11.69%) Node.js
3 7 (9.09%) Flask
4 5 (6.49%) AngularJS
5 4 (5.19%) Celery
5 4 (5.19%) CSS
5 4 (5.19%) HTML
5 4 (5.19%) RESTful
6 3 (3.90%) jQuery
6 3 (3.90%) Kafka
6 3 (3.90%) Twitter Bootstrap
7 2 (2.60%) Velocity
7 2 (2.60%) Web Services
8 1 (1.30%) .NET
8 1 (1.30%) ASP.NET
8 1 (1.30%) DHTML
8 1 (1.30%) Flash
8 1 (1.30%) SOAP
8 1 (1.30%) XHTML
8 1 (1.30%) XML
Miscellaneous
1 6 (7.79%) Hybrid Cloud
1 6 (7.79%) Public Cloud
2 4 (5.19%) Data Centre
3 3 (3.90%) Linux Command Line
4 2 (2.60%) Algorithms
4 2 (2.60%) Computer Science
5 1 (1.30%) Data Structures
5 1 (1.30%) Graphic Design
5 1 (1.30%) User Experience
Operating Systems
1 59 (76.62%) Linux
2 37 (48.05%) Windows
3 27 (35.06%) Unix
4 13 (16.88%) Red Hat Enterprise Linux
5 5 (6.49%) CentOS
6 4 (5.19%) Windows Server
7 2 (2.60%) Debian
8 1 (1.30%) Ubuntu
8 1 (1.30%) Windows Server 2008
Processes & Methodologies
1 55 (71.43%) DevOps
2 36 (46.75%) Continuous Integration
3 31 (40.26%) Continuous Delivery
4 28 (36.36%) Open Source
5 25 (32.47%) Configuration Management
5 25 (32.47%) Customer Engagement
5 25 (32.47%) Microservices
6 15 (19.48%) Agile Software Development
7 13 (16.88%) Software Engineering
8 11 (14.29%) Problem-Solving
9 7 (9.09%) OO
10 6 (7.79%) Analytics
10 6 (7.79%) Deployment Automation
10 6 (7.79%) Test Automation
11 4 (5.19%) BDD
11 4 (5.19%) Mentoring
11 4 (5.19%) Scrum
11 4 (5.19%) TDD
12 3 (3.90%) ETL
12 3 (3.90%) Kanban
Programming Languages
1 28 (36.36%) Python
2 20 (25.97%) Java
3 13 (16.88%) Bash Shell
4 12 (15.58%) JavaScript
4 12 (15.58%) PowerShell
4 12 (15.58%) Ruby
5 9 (11.69%) Go
6 5 (6.49%) PHP
7 4 (5.19%) Perl
8 3 (3.90%) SQL
9 2 (2.60%) C#
9 2 (2.60%) Scala
10 1 (1.30%) Groovy
10 1 (1.30%) Jython
10 1 (1.30%) Shell Script
10 1 (1.30%) VBScript
Qualifications
1 4 (5.19%) Degree
2 2 (2.60%) Computer Science Degree
3 1 (1.30%) AWS Certification
Quality Assurance & Compliance
1 34 (44.16%) GCP
System Software
1 21 (27.27%) Docker
Systems Management
1 65 (84.42%) Ansible
2 55 (71.43%) Puppet
3 47 (61.04%) Terraform
4 26 (33.77%) Rundeck
5 25 (32.47%) Consul
6 15 (19.48%) Kubernetes
7 6 (7.79%) Rancher
8 3 (3.90%) Capistrano
8 3 (3.90%) Mesos
8 3 (3.90%) Nagios
8 3 (3.90%) Salt
8 3 (3.90%) yum
9 2 (2.60%) Cacti
9 2 (2.60%) Grafana
9 2 (2.60%) Oozie
9 2 (2.60%) Packer
9 2 (2.60%) Prometheus
9 2 (2.60%) Sysdig
10 1 (1.30%) Docker Swarm
10 1 (1.30%) Single Sign-On
Vendors
1 30 (38.96%) Splunk
2 25 (32.47%) Delphix
2 25 (32.47%) RedGate
2 25 (32.47%) ServiceNow
3 4 (5.19%) Google
3 4 (5.19%) Rackspace
4 3 (3.90%) AppDynamics
4 3 (3.90%) Atlassian
4 3 (3.90%) New Relic
5 2 (2.60%) F5
5 2 (2.60%) Microsoft
5 2 (2.60%) Perforce
5 2 (2.60%) Red Hat
6 1 (1.30%) Adobe
6 1 (1.30%) Oracle