Period
to 18 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
England > Yorkshire
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 121 122 108
Rank change year-on-year +1 -14 +140
Permanent jobs citing Opscode Chef 219 262 324
As % of all permanent IT jobs advertised in Yorkshire 2.28% 2.45% 2.70%
As % of the Systems Management category 21.62% 28.95% 28.52%
Number of salaries quoted 202 245 271
Yorkshire median annual salary £55,000 £50,000 £45,000
Median salary % change year-on-year +10.00% +11.11% -5.26%
10th Percentile £35,000 £33,750 £32,500
90th Percentile £72,125 £63,750 £60,000
England median annual salary £60,000 £59,000 £57,500
% change year-on-year +1.69% +2.61% +2.22%

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 Yorkshire with a requirement for systems management skills.

All Systems Management Skills
Yorkshire
Permanent vacancies with a requirement for systems management skills 1,013 905 1,136
As % of all permanent IT jobs advertised in Yorkshire 10.53% 8.48% 9.45%
Number of salaries quoted 865 764 891
Yorkshire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% +6.67%
10th Percentile £27,500 £24,000 £26,250
90th Percentile £65,000 £65,000 £55,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Opscode Chef
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Opscode Chef in Yorkshire

Opscode Chef
Salary Trend in Yorkshire

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

Salary trend for Opscode Chef in Yorkshire

Opscode Chef
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Opscode Chef in Yorkshire over the 6 months to 18 July 2018.

Salary histogram for Opscode Chef in Yorkshire

Opscode Chef
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Opscode Chef within the Yorkshire region over the 6 months to 18 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +1 176 £55,000 - 25
South Yorkshire +8 24 £55,000 -4.35% 3
North Yorkshire 0 15 £45,000 - 2
East Yorkshire +14 2 £35,000 +16.67% 2
Opscode Chef
England

For the 6 months to 18 July 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 Yorkshire region with a requirement for Opscode Chef.

1 205 (93.61%) DevOps
2 172 (78.54%) Puppet
3 146 (66.67%) Amazon AWS
3 146 (66.67%) Linux
4 120 (54.79%) Configuration Management
5 116 (52.97%) Agile Software Development
6 113 (51.60%) Python
7 111 (50.68%) Docker
8 109 (49.77%) Ansible
9 102 (46.58%) Jenkins
10 94 (42.92%) Ruby
11 84 (38.36%) Bash Shell
12 83 (37.90%) Continuous Integration
13 62 (28.31%) Unix
14 55 (25.11%) Microsoft Azure
15 54 (24.66%) Kubernetes
16 53 (24.20%) Terraform
16 53 (24.20%) Shell Script
17 52 (23.74%) SQL
18 50 (22.83%) Deployment Automation
19 47 (21.46%) Red Hat Enterprise Linux
19 47 (21.46%) Cobbler
20 45 (20.55%) Java
20 45 (20.55%) Scrum
21 43 (19.63%) Oracle
22 40 (18.26%) Git (software)
23 37 (16.89%) Finance
24 35 (15.98%) Problem-Solving
25 33 (15.07%) RUP
25 33 (15.07%) DSDM

Opscode Chef
Co-occurring IT Skills in Yorkshire 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 28 (12.79%) OpenStack
2 27 (12.33%) CloudStack
3 12 (5.48%) WebLogic
4 11 (5.02%) Apache
4 11 (5.02%) WebSphere
5 10 (4.57%) Elasticsearch
5 10 (4.57%) JBoss
5 10 (4.57%) nginx
6 8 (3.65%) IIS
7 7 (3.20%) Tomcat
8 4 (1.83%) Apache Solr
9 3 (1.37%) Confluence
9 3 (1.37%) SharePoint
10 2 (0.91%) BizTalk Server
10 2 (0.91%) CMS
10 2 (0.91%) Jetty
Cloud Services
1 146 (66.67%) Amazon AWS
2 55 (25.11%) Microsoft Azure
3 14 (6.39%) Amazon EC2
4 13 (5.94%) AWS CloudFormation
5 12 (5.48%) SaaS
6 11 (5.02%) AWS Lambda
6 11 (5.02%) Google Cloud Platform
6 11 (5.02%) Serverless
7 9 (4.11%) Amazon S3
8 8 (3.65%) Amazon CloudWatch
8 8 (3.65%) Amazon ElastiCache
8 8 (3.65%) Amazon ELB
8 8 (3.65%) CloudFront
8 8 (3.65%) Route 53
8 8 (3.65%) Virtual Private Cloud
9 4 (1.83%) AWS Elastic Beanstalk
9 4 (1.83%) GitHub
10 2 (0.91%) IaaS
10 2 (0.91%) Loggly
10 2 (0.91%) PaaS
Communications & Networking
1 16 (7.31%) Firewall
2 8 (3.65%) DNS
2 8 (3.65%) Internet
3 7 (3.20%) Network Security
4 6 (2.74%) SSL
5 5 (2.28%) LAN
5 5 (2.28%) NAS
5 5 (2.28%) SAN
5 5 (2.28%) WAN
6 4 (1.83%) DHCP
6 4 (1.83%) TCP/IP
6 4 (1.83%) VPN
7 2 (0.91%) HTTP
7 2 (0.91%) Reverse Proxy
8 1 (0.46%) Kerberos
Database & Business Intelligence
1 30 (13.70%) MySQL
2 22 (10.05%) MongoDB
3 18 (8.22%) Apache Cassandra
3 18 (8.22%) NoSQL
4 15 (6.85%) SQL Server
5 14 (6.39%) Redis
6 13 (5.94%) Riak
7 10 (4.57%) Hadoop
8 8 (3.65%) Amazon Aurora
8 8 (3.65%) Amazon RDS
9 6 (2.74%) Big Data
9 6 (2.74%) Relational Database
10 4 (1.83%) RavenDB
11 3 (1.37%) Apache Hive
12 2 (0.91%) HBase
13 1 (0.46%) Data Warehouse
13 1 (0.46%) DB2
13 1 (0.46%) RDBMS
Development Applications
1 102 (46.58%) Jenkins
2 40 (18.26%) Git (software)
3 33 (15.07%) TeamCity
4 28 (12.79%) Vagrant
5 20 (9.13%) Octopus Deploy
6 17 (7.76%) Subversion
7 13 (5.94%) Sonatype Nexus
8 11 (5.02%) Bitbucket
8 11 (5.02%) Team Foundation Server
9 10 (4.57%) Atlassian Bamboo
9 10 (4.57%) JIRA
10 9 (4.11%) GitLab
11 8 (3.65%) SonarQube
12 5 (2.28%) Travis CI
13 4 (1.83%) Ant
13 4 (1.83%) Hudson
13 4 (1.83%) Liquibase
13 4 (1.83%) Mercurial
13 4 (1.83%) PHPUnit
13 4 (1.83%) Visual Studio Team System
General
1 37 (16.89%) Finance
2 12 (5.48%) Games
2 12 (5.48%) Retail
3 4 (1.83%) Back Office
4 1 (0.46%) Advertising
Job Titles
1 125 (57.08%) DevOps Engineer
2 59 (26.94%) Platform Engineer
3 51 (23.29%) AWS Engineer
4 45 (20.55%) AWS DevOps
4 45 (20.55%) AWS DevOps Engineer
5 41 (18.72%) Linux Engineer
6 32 (14.61%) Linux/Unix DevOps
7 24 (10.96%) Linux DevOps Engineer
8 20 (9.13%) Developer
9 17 (7.76%) Senior DevOps
9 17 (7.76%) Senior DevOps Engineer
10 16 (7.31%) Administrator
10 16 (7.31%) Cloud Engineer
11 15 (6.85%) Linux Administrator
12 13 (5.94%) Java Developer
12 13 (5.94%) Systems Administrator
13 12 (5.48%) Java Scala Developer
13 12 (5.48%) Linux Systems Administrator
13 12 (5.48%) Scala Developer
14 10 (4.57%) Windows Engineer
Libraries, Frameworks & Software Standards
1 25 (11.42%) RabbitMQ
2 24 (10.96%) Web Services
3 22 (10.05%) Kafka
3 22 (10.05%) Node.js
4 18 (8.22%) .NET
5 15 (6.85%) Spring
5 15 (6.85%) Spring Boot
6 12 (5.48%) LAMP
7 6 (2.74%) Elastic Stack
8 5 (2.28%) ActiveMQ
9 4 (1.83%) LDAP
10 3 (1.37%) JSON
10 3 (1.37%) Laravel
10 3 (1.37%) Middleware
11 2 (0.91%) AngularJS
11 2 (0.91%) ASP.NET MVC
11 2 (0.91%) React
11 2 (0.91%) REST
11 2 (0.91%) RESTful
11 2 (0.91%) YAML
Miscellaneous
1 9 (4.11%) Analytical Skills
2 7 (3.20%) Enterprise Software
2 7 (3.20%) Public Cloud
3 5 (2.28%) User Experience
4 4 (1.83%) Distributed Denial-of-Service
5 3 (1.37%) Analytical Mindset
6 2 (0.91%) Clustering
6 2 (0.91%) Data Centre
7 1 (0.46%) Enterprise Cloud
7 1 (0.46%) IBM XIV
7 1 (0.46%) Linux Command Line
7 1 (0.46%) Self-Motivation
Operating Systems
1 146 (66.67%) Linux
2 62 (28.31%) Unix
3 47 (21.46%) Red Hat Enterprise Linux
4 21 (9.59%) Windows
5 20 (9.13%) Debian
6 18 (8.22%) CentOS
7 12 (5.48%) Windows Server
8 7 (3.20%) AIX
8 7 (3.20%) HPUX
8 7 (3.20%) Solaris
8 7 (3.20%) Windows Server 2008
9 5 (2.28%) SUSE
9 5 (2.28%) Ubuntu
10 4 (1.83%) Fedora
10 4 (1.83%) Windows Server 2012
11 1 (0.46%) DC/OS
Processes & Methodologies
1 205 (93.61%) DevOps
2 120 (54.79%) Configuration Management
3 116 (52.97%) Agile Software Development
4 83 (37.90%) Continuous Integration
5 50 (22.83%) Deployment Automation
6 45 (20.55%) Scrum
7 35 (15.98%) Problem-Solving
8 33 (15.07%) DSDM
8 33 (15.07%) RUP
9 24 (10.96%) Open Source
10 19 (8.68%) Microservices
11 15 (6.85%) ITIL
12 14 (6.39%) Continuous Delivery
12 14 (6.39%) High Availability
12 14 (6.39%) Test Automation
13 13 (5.94%) SDLC
14 12 (5.48%) Software Engineering
15 11 (5.02%) Presales
16 10 (4.57%) E-Commerce
17 9 (4.11%) Load Balancing
Programming Languages
1 113 (51.60%) Python
2 94 (42.92%) Ruby
3 84 (38.36%) Bash Shell
4 53 (24.20%) Shell Script
5 52 (23.74%) SQL
6 45 (20.55%) Java
7 27 (12.33%) PowerShell
8 19 (8.68%) PHP
9 18 (8.22%) C++
10 15 (6.85%) Kotlin
11 14 (6.39%) Java 8
11 14 (6.39%) Scala
12 12 (5.48%) C#
12 12 (5.48%) Perl
13 11 (5.02%) JavaScript
14 6 (2.74%) Go
15 5 (2.28%) T-SQL
16 2 (0.91%) PL/SQL
Qualifications
1 8 (3.65%) AWS Certification
2 6 (2.74%) Degree
3 2 (0.91%) ITIL Certification
4 1 (0.46%) OCA
4 1 (0.46%) OCAJ
4 1 (0.46%) Oracle Certification
Quality Assurance & Compliance
1 4 (1.83%) QA
2 2 (0.91%) SLA
3 1 (0.46%) GCP
System Software
1 111 (50.68%) Docker
2 28 (12.79%) vSphere
3 23 (10.50%) XenServer
4 17 (7.76%) Xen
5 13 (5.94%) VMware Infrastructure
6 6 (2.74%) Active Directory
7 5 (2.28%) KVM
8 4 (1.83%) Apache ZooKeeper
9 3 (1.37%) HDFS
9 3 (1.37%) VMware ESXi
10 2 (0.91%) Varnish
Systems Management
1 172 (78.54%) Puppet
2 109 (49.77%) Ansible
3 54 (24.66%) Kubernetes
4 53 (24.20%) Terraform
5 47 (21.46%) Cobbler
6 28 (12.79%) Tivoli
7 22 (10.05%) Packer
8 16 (7.31%) Docker Swarm
9 14 (6.39%) Nagios
10 12 (5.48%) Rancher
10 12 (5.48%) Salt
11 10 (4.57%) Graphite
12 8 (3.65%) Capistrano
12 8 (3.65%) SELinux
13 6 (2.74%) ZABBIX
14 5 (2.28%) Opsview
15 4 (1.83%) Consul
15 4 (1.83%) Grafana
15 4 (1.83%) SCCM
16 3 (1.37%) Prometheus
Vendors
1 43 (19.63%) Oracle
2 29 (13.24%) Microsoft
3 26 (11.87%) EnterpriseDB
4 25 (11.42%) VMware
5 24 (10.96%) Red Hat
6 19 (8.68%) Google
7 16 (7.31%) SaltStack
8 6 (2.74%) NetApp
8 6 (2.74%) New Relic
9 5 (2.28%) HP
9 5 (2.28%) Splunk
10 3 (1.37%) AppDynamics
10 3 (1.37%) Atlassian
10 3 (1.37%) F5
10 3 (1.37%) Palo Alto
10 3 (1.37%) Twitter
11 2 (0.91%) EMC
11 2 (0.91%) Rackspace
12 1 (0.46%) Cisco
12 1 (0.46%) SAP