Period
to 17 June 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 17 June 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Edinburgh
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 68 81 111
Rank change year-on-year +13 +30 -14
Permanent jobs citing Opscode Chef 84 61 30
As % of all permanent IT jobs advertised in Edinburgh 3.16% 2.66% 1.19%
As % of the Systems Management category 24.28% 29.33% 17.54%
Number of salaries quoted 28 31 20
Edinburgh median annual salary £45,000 £52,500 £46,250
Median salary % change year-on-year -14.29% +13.51% -2.63%
10th Percentile £37,500 £36,750 £26,250
90th Percentile £75,000 £73,750 £65,625
Scotland median annual salary £45,000 £50,000 £45,000
% change year-on-year -10.00% +11.11% -5.26%

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 346 208 171
As % of all permanent IT jobs advertised in Edinburgh 13.02% 9.08% 6.80%
Number of salaries quoted 193 100 110
Edinburgh median annual salary £45,000 £45,000 £43,750
Median salary % change year-on-year - +2.86% -2.78%
10th Percentile £27,550 £26,250 £28,400
90th Percentile £67,500 £73,875 £56,250
Scotland median annual salary £45,000 £40,000 £44,750
% change year-on-year +12.50% -10.61% -0.56%

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 June 2018.

Salary histogram for Opscode Chef in Edinburgh

For the 6 months to 17 June 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 72 (85.71%) Ansible
2 67 (79.76%) DevOps
3 65 (77.38%) Puppet
3 65 (77.38%) Jenkins
3 65 (77.38%) Amazon AWS
4 58 (69.05%) Microsoft Azure
5 56 (66.67%) Linux
6 47 (55.95%) Google Cloud Platform
7 45 (53.57%) GCP
8 43 (51.19%) Terraform
9 38 (45.24%) Windows
10 35 (41.67%) Git (software)
11 34 (40.48%) Continuous Integration
12 33 (39.29%) Docker
13 32 (38.10%) Continuous Delivery
14 30 (35.71%) Team Foundation Server
14 30 (35.71%) Rundeck
15 29 (34.52%) Splunk
15 29 (34.52%) Python
16 28 (33.33%) Subversion
16 28 (33.33%) JIRA
16 28 (33.33%) Octopus Deploy
16 28 (33.33%) GoCD
16 28 (33.33%) Consul
17 27 (32.14%) Open Source
18 26 (30.95%) Unix
19 24 (28.57%) Elastic Stack
19 24 (28.57%) IBM UrbanCode
19 24 (28.57%) Delphix
19 24 (28.57%) 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 10 (11.90%) OpenStack
2 3 (3.57%) Apache
2 3 (3.57%) JBoss
2 3 (3.57%) Tomcat
3 1 (1.19%) Apache Spark
3 1 (1.19%) Elasticsearch
3 1 (1.19%) WebSphere
3 1 (1.19%) WebSphere Application Server
3 1 (1.19%) WildFly
Applications
1 1 (1.19%) 3ds Max
1 1 (1.19%) Adobe Illustrator
1 1 (1.19%) Maya
1 1 (1.19%) Photoshop
Cloud Services
1 65 (77.38%) Amazon AWS
2 58 (69.05%) Microsoft Azure
3 47 (55.95%) Google Cloud Platform
4 18 (21.43%) SaaS
5 16 (19.05%) IaaS
5 16 (19.05%) PaaS
6 5 (5.95%) GitHub
7 2 (2.38%) Amazon EC2
8 1 (1.19%) Amazon ElastiCache
8 1 (1.19%) Amazon S3
8 1 (1.19%) AWS CloudFormation
8 1 (1.19%) Cloud Computing
8 1 (1.19%) CloudFront
8 1 (1.19%) npm
8 1 (1.19%) Office 365
8 1 (1.19%) OpenShift
8 1 (1.19%) Serverless
Communications & Networking
1 4 (4.76%) Firewall
2 3 (3.57%) DNS
3 2 (2.38%) SSL
4 1 (1.19%) HTTP
4 1 (1.19%) HTTPS
4 1 (1.19%) Internet
4 1 (1.19%) VPN
Database & Business Intelligence
1 3 (3.57%) SQL Server
2 2 (2.38%) MySQL
2 2 (2.38%) NoSQL
2 2 (2.38%) Redis
3 1 (1.19%) Amazon DynamoDB
3 1 (1.19%) Apache Cassandra
3 1 (1.19%) Apache Hive
3 1 (1.19%) Big Data
3 1 (1.19%) Hadoop
3 1 (1.19%) HBase
3 1 (1.19%) PostgreSQL
Development Applications
1 65 (77.38%) Jenkins
2 35 (41.67%) Git (software)
3 30 (35.71%) Team Foundation Server
4 28 (33.33%) GoCD
4 28 (33.33%) JIRA
4 28 (33.33%) Octopus Deploy
4 28 (33.33%) Subversion
5 24 (28.57%) Atlassian Bamboo
5 24 (28.57%) IBM UrbanCode
6 11 (13.10%) TeamCity
7 10 (11.90%) Maven
8 7 (8.33%) Vagrant
9 4 (4.76%) Codeship
10 2 (2.38%) GCC
10 2 (2.38%) GitLab
10 2 (2.38%) Visual Studio Team System
11 1 (1.19%) Axure RP
11 1 (1.19%) Balsamiq Mockups
11 1 (1.19%) Dreamweaver
11 1 (1.19%) Selenium
General
1 3 (3.57%) Finance
1 3 (3.57%) Games
2 1 (1.19%) Digital Economy
Job Titles
1 32 (38.10%) Consultant
2 25 (29.76%) Senior DevOps
3 24 (28.57%) DevOps Consultant
3 24 (28.57%) Senior Consultant
3 24 (28.57%) Senior DevOps Consultant
4 22 (26.19%) DevOps Engineer
5 10 (11.90%) Cloud Engineer
6 8 (9.52%) AWS Engineer
6 8 (9.52%) Technical Consultant
7 7 (8.33%) Automation Engineer
7 7 (8.33%) Azure Engineer
8 5 (5.95%) Software Engineer
9 4 (4.76%) Administrator
9 4 (4.76%) Delivery Manager
9 4 (4.76%) Systems Administrator
10 3 (3.57%) Analyst
10 3 (3.57%) Developer
10 3 (3.57%) Linux Administrator
10 3 (3.57%) Linux Systems Administrator
11 2 (2.38%) Release Manager
Libraries, Frameworks & Software Standards
1 24 (28.57%) Elastic Stack
2 3 (3.57%) AngularJS
2 3 (3.57%) Node.js
3 2 (2.38%) Celery
3 2 (2.38%) Flask
3 2 (2.38%) jQuery
3 2 (2.38%) Twitter Bootstrap
4 1 (1.19%) .NET
4 1 (1.19%) Ajax
4 1 (1.19%) Apache Flex
4 1 (1.19%) ASP.NET
4 1 (1.19%) CSS
4 1 (1.19%) DHTML
4 1 (1.19%) Flash
4 1 (1.19%) HTML
4 1 (1.19%) JSON
4 1 (1.19%) OAuth
4 1 (1.19%) RESTful
4 1 (1.19%) SAML
4 1 (1.19%) XHTML
Miscellaneous
1 8 (9.52%) Hybrid Cloud
1 8 (9.52%) Public Cloud
2 2 (2.38%) Computer Science
2 2 (2.38%) Fintech
3 1 (1.19%) Algorithms
3 1 (1.19%) Data Centre
3 1 (1.19%) Data Structures
3 1 (1.19%) Enterprise Software
3 1 (1.19%) Graphic Design
3 1 (1.19%) Linux Command Line
3 1 (1.19%) User Experience
Operating Systems
1 56 (66.67%) Linux
2 38 (45.24%) Windows
3 26 (30.95%) Unix
4 13 (15.48%) Red Hat Enterprise Linux
5 7 (8.33%) CentOS
6 2 (2.38%) Windows Server
7 1 (1.19%) Ubuntu
7 1 (1.19%) Windows Server 2008
Processes & Methodologies
1 67 (79.76%) DevOps
2 34 (40.48%) Continuous Integration
3 32 (38.10%) Continuous Delivery
4 27 (32.14%) Open Source
5 24 (28.57%) Customer Engagement
5 24 (28.57%) Microservices
6 21 (25.00%) Agile Software Development
6 21 (25.00%) Configuration Management
7 10 (11.90%) Test Automation
8 8 (9.52%) Problem-Solving
9 7 (8.33%) Software Engineering
10 4 (4.76%) Agile Project Management
10 4 (4.76%) Creative Thinking
10 4 (4.76%) Decision-Making
10 4 (4.76%) OO
10 4 (4.76%) Project Management
10 4 (4.76%) Scrum
10 4 (4.76%) Service Delivery
10 4 (4.76%) Software Delivery
10 4 (4.76%) User Stories
Programming Languages
1 29 (34.52%) Python
2 20 (23.81%) Bash Shell
3 13 (15.48%) JavaScript
3 13 (15.48%) PowerShell
4 10 (11.90%) Java
5 8 (9.52%) Ruby
6 5 (5.95%) Go
6 5 (5.95%) Perl
7 3 (3.57%) Shell Script
8 2 (2.38%) PHP
8 2 (2.38%) SQL
9 1 (1.19%) C#
9 1 (1.19%) Groovy
9 1 (1.19%) Jython
9 1 (1.19%) VBScript
Qualifications
1 12 (14.29%) AWS Certification
2 3 (3.57%) Degree
3 2 (2.38%) Computer Science Degree
Quality Assurance & Compliance
1 45 (53.57%) GCP
2 8 (9.52%) QA
System Software
1 33 (39.29%) Docker
2 1 (1.19%) VMware Infrastructure
2 1 (1.19%) VMware Server
Systems Management
1 72 (85.71%) Ansible
2 65 (77.38%) Puppet
3 43 (51.19%) Terraform
4 30 (35.71%) Rundeck
5 28 (33.33%) Consul
6 21 (25.00%) Kubernetes
7 6 (7.14%) Nagios
7 6 (7.14%) Rancher
8 4 (4.76%) yum
9 3 (3.57%) Capistrano
10 2 (2.38%) Cacti
11 1 (1.19%) Hadoop YARN
11 1 (1.19%) Single Sign-On
Vendors
1 29 (34.52%) Splunk
2 24 (28.57%) Delphix
2 24 (28.57%) RedGate
2 24 (28.57%) ServiceNow
3 5 (5.95%) Rackspace
4 4 (4.76%) AppDynamics
4 4 (4.76%) Atlassian
4 4 (4.76%) New Relic
5 3 (3.57%) Microsoft
5 3 (3.57%) VMware
6 2 (2.38%) F5
6 2 (2.38%) Google
6 2 (2.38%) Perforce
7 1 (1.19%) Adobe
7 1 (1.19%) Oracle