Period
to 23 February 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 February 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
Scotland > Edinburgh
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 83 74 117
Rank change year-on-year -9 +43 -5
Permanent jobs citing Opscode Chef 69 57 34
As % of all permanent IT jobs advertised in Edinburgh 2.57% 2.59% 1.23%
As % of the Systems Management category 27.27% 30.16% 15.45%
Number of salaries quoted 27 35 20
Edinburgh median annual salary £45,000 £49,500 £48,000
Median salary % change year-on-year -9.09% +3.13% +6.67%
10th Percentile £37,500 £38,750 £39,600
90th Percentile £71,250 £74,500 £70,125
Scotland median annual salary £45,000 £49,000 £45,000
% change year-on-year -8.16% +8.89% -2.70%

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 253 189 220
As % of all permanent IT jobs advertised in Edinburgh 9.41% 8.59% 7.93%
Number of salaries quoted 124 100 148
Edinburgh median annual salary £45,000 £45,000 £45,000
10th Percentile £30,375 £26,750 £31,250
90th Percentile £65,000 £75,000 £58,500
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +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 February 2018.

Salary histogram for Opscode Chef in Edinburgh

For the 6 months to 23 February 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 59 (85.51%) Puppet
1 59 (85.51%) Ansible
2 58 (84.06%) DevOps
3 51 (73.91%) Amazon AWS
4 48 (69.57%) Jenkins
5 44 (63.77%) Microsoft Azure
6 42 (60.87%) Linux
7 33 (47.83%) GCP
7 33 (47.83%) Google Cloud Platform
8 31 (44.93%) Windows
9 29 (42.03%) Git (software)
10 28 (40.58%) Terraform
11 27 (39.13%) Docker
11 27 (39.13%) Python
12 26 (37.68%) Continuous Integration
13 25 (36.23%) Continuous Delivery
13 25 (36.23%) Rundeck
14 23 (33.33%) Team Foundation Server
15 22 (31.88%) Subversion
15 22 (31.88%) Consul
15 22 (31.88%) GoCD
16 21 (30.43%) Splunk
16 21 (30.43%) JIRA
16 21 (30.43%) Unix
17 20 (28.99%) Atlassian Bamboo
17 20 (28.99%) Open Source
17 20 (28.99%) Octopus Deploy
18 19 (27.54%) Bash Shell
19 18 (26.09%) Customer Engagement
19 18 (26.09%) Agile Software Development

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 (5.80%) IIS
2 3 (4.35%) Apache
2 3 (4.35%) JBoss
2 3 (4.35%) Tomcat
3 2 (2.90%) OpenStack
4 1 (1.45%) Blackberry Enterprise Server
Business Applications
1 1 (1.45%) Markit EDM
Cloud Services
1 51 (73.91%) Amazon AWS
2 44 (63.77%) Microsoft Azure
3 33 (47.83%) Google Cloud Platform
4 11 (15.94%) IaaS
4 11 (15.94%) PaaS
4 11 (15.94%) SaaS
5 3 (4.35%) Amazon EC2
5 3 (4.35%) Amazon S3
5 3 (4.35%) AWS CloudFormation
5 3 (4.35%) Azure Active Directory
5 3 (4.35%) Cloud Computing
6 2 (2.90%) GitHub
7 1 (1.45%) Amazon ElastiCache
7 1 (1.45%) Office 365
Communications & Networking
1 7 (10.14%) Firewall
2 3 (4.35%) DNS
2 3 (4.35%) VPN
3 2 (2.90%) LAN
3 2 (2.90%) WAN
4 1 (1.45%) Cisco IPT
4 1 (1.45%) Cisco Nexus
4 1 (1.45%) Internet
4 1 (1.45%) IP Telephony
4 1 (1.45%) MPLS
4 1 (1.45%) Network Security
4 1 (1.45%) SAN
4 1 (1.45%) SSL
4 1 (1.45%) Wireless
Database & Business Intelligence
1 5 (7.25%) SQL Server
2 2 (2.90%) NoSQL
3 1 (1.45%) Amazon DynamoDB
3 1 (1.45%) MongoDB
3 1 (1.45%) PostgreSQL
3 1 (1.45%) RDBMS
3 1 (1.45%) Relational Database
Development Applications
1 48 (69.57%) Jenkins
2 29 (42.03%) Git (software)
3 23 (33.33%) Team Foundation Server
4 22 (31.88%) GoCD
4 22 (31.88%) Subversion
5 21 (30.43%) JIRA
6 20 (28.99%) Atlassian Bamboo
6 20 (28.99%) Octopus Deploy
7 18 (26.09%) IBM UrbanCode
8 7 (10.14%) TeamCity
9 3 (4.35%) Codeship
9 3 (4.35%) Maven
9 3 (4.35%) Sonatype Nexus
10 2 (2.90%) GCC
10 2 (2.90%) Hudson
10 2 (2.90%) Visual Studio Team System
11 1 (1.45%) Bitbucket
11 1 (1.45%) MSI
11 1 (1.45%) NuGet
11 1 (1.45%) Vagrant
General
1 5 (7.25%) Finance
2 2 (2.90%) Games
3 1 (1.45%) Legal
Job Titles
1 26 (37.68%) Consultant
2 20 (28.99%) DevOps Engineer
3 19 (27.54%) Senior DevOps
4 18 (26.09%) DevOps Consultant
4 18 (26.09%) Senior Consultant
4 18 (26.09%) Senior DevOps Consultant
5 8 (11.59%) Technical Consultant
6 5 (7.25%) Administrator
6 5 (7.25%) Infrastructure Engineer
6 5 (7.25%) Systems Administrator
7 4 (5.80%) Cloud Engineer
8 3 (4.35%) Automation Engineer
8 3 (4.35%) Linux Administrator
8 3 (4.35%) Linux Systems Administrator
8 3 (4.35%) Linux/Unix DevOps
9 2 (2.90%) Architect
9 2 (2.90%) Delivery Manager
9 2 (2.90%) Linux Engineer
9 2 (2.90%) Operations Engineer
9 2 (2.90%) Senior Systems Administrator
Libraries, Frameworks & Software Standards
1 18 (26.09%) Elastic Stack
2 3 (4.35%) Node.js
3 1 (1.45%) AngularJS
3 1 (1.45%) Apache Flex
3 1 (1.45%) JSON
3 1 (1.45%) LAMP
3 1 (1.45%) React
Miscellaneous
1 3 (4.35%) EMC VNX
1 3 (4.35%) Fintech
1 3 (4.35%) Hybrid Cloud
1 3 (4.35%) Virtual Team
2 2 (2.90%) Public Cloud
3 1 (1.45%) Blackberry
3 1 (1.45%) Data Centre
3 1 (1.45%) Enterprise Software
3 1 (1.45%) PKI
Operating Systems
1 42 (60.87%) Linux
2 31 (44.93%) Windows
3 21 (30.43%) Unix
4 7 (10.14%) Windows Server
5 6 (8.70%) Red Hat Enterprise Linux
6 5 (7.25%) CentOS
7 4 (5.80%) Windows Server 2008
7 4 (5.80%) Windows Server 2012
8 1 (1.45%) Ubuntu
Processes & Methodologies
1 58 (84.06%) DevOps
2 26 (37.68%) Continuous Integration
3 25 (36.23%) Continuous Delivery
4 20 (28.99%) Open Source
5 18 (26.09%) Agile Software Development
5 18 (26.09%) Customer Engagement
5 18 (26.09%) Microservices
6 17 (24.64%) Configuration Management
7 9 (13.04%) Test Automation
8 4 (5.80%) Capacity Planning
8 4 (5.80%) High Availability
8 4 (5.80%) ITIL
8 4 (5.80%) Mentoring
8 4 (5.80%) Scrum
8 4 (5.80%) Validation
9 3 (4.35%) Coaching
9 3 (4.35%) ITIL V3
9 3 (4.35%) Load Balancing
9 3 (4.35%) Performance Management
9 3 (4.35%) TDD
Programming Languages
1 27 (39.13%) Python
2 19 (27.54%) Bash Shell
3 16 (23.19%) PowerShell
4 14 (20.29%) Ruby
5 13 (18.84%) JavaScript
6 8 (11.59%) Java
7 6 (8.70%) Perl
7 6 (8.70%) SQL
8 3 (4.35%) Go
9 2 (2.90%) Shell Script
10 1 (1.45%) PHP
10 1 (1.45%) VBScript
Qualifications
1 12 (17.39%) AWS Certification
2 1 (1.45%) CCIE
2 1 (1.45%) Cisco Certification
2 1 (1.45%) CISSP
2 1 (1.45%) SC Cleared
2 1 (1.45%) Security Cleared
Quality Assurance & Compliance
1 33 (47.83%) GCP
2 8 (11.59%) QA
System Software
1 27 (39.13%) Docker
2 5 (7.25%) Active Directory
2 5 (7.25%) vSphere
3 2 (2.90%) VMware Infrastructure
4 1 (1.45%) VMware ESXi
4 1 (1.45%) VMware Server
Systems Management
1 59 (85.51%) Ansible
1 59 (85.51%) Puppet
2 28 (40.58%) Terraform
3 25 (36.23%) Rundeck
4 22 (31.88%) Consul
5 15 (21.74%) Kubernetes
6 6 (8.70%) Nagios
7 4 (5.80%) Capistrano
7 4 (5.80%) yum
8 2 (2.90%) Docker Swarm
8 2 (2.90%) Packer
9 1 (1.45%) Cacti
9 1 (1.45%) Failover Clustering
9 1 (1.45%) Microsoft Clustering
9 1 (1.45%) PowerCLI
9 1 (1.45%) SCCM
Vendors
1 21 (30.43%) Splunk
2 18 (26.09%) RedGate
2 18 (26.09%) ServiceNow
3 8 (11.59%) VMware
4 6 (8.70%) Microsoft
5 4 (5.80%) Cisco
6 3 (4.35%) EMC
6 3 (4.35%) HP
6 3 (4.35%) Perforce
6 3 (4.35%) Red Hat
7 2 (2.90%) AppDynamics
7 2 (2.90%) Atlassian
7 2 (2.90%) F5
7 2 (2.90%) New Relic
7 2 (2.90%) Rackspace
8 1 (1.45%) Charles River
8 1 (1.45%) CheckPoint
8 1 (1.45%) CyberArk
8 1 (1.45%) Varonis