Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Opscode Chef
Cambridgeshire > Cambridge
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 145 114 128
Rank change year-on-year -31 +14 +26
Permanent jobs citing Opscode Chef 40 34 33
As % of all permanent IT jobs advertised in Cambridge 1.28% 1.48% 1.17%
As % of the Systems Management category 30.77% 31.48% 34.02%
Number of salaries quoted 37 29 27
Cambridge median annual salary £60,000 £47,500 £40,000
Median salary % change year-on-year +26.32% +18.75% -15.79%
10th Percentile £43,750 £41,000 £37,500
90th Percentile £80,000 £60,000 £60,250
Cambridgeshire median annual salary £60,000 £47,500 £41,500
% change year-on-year +26.32% +14.46% -12.63%

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 Cambridge with a requirement for systems management skills.

All Systems Management Skills
Cambridge
Permanent vacancies with a requirement for systems management skills 130 108 97
As % of all permanent IT jobs advertised in Cambridge 4.15% 4.70% 3.43%
Number of salaries quoted 112 89 83
Cambridge median annual salary £52,500 £46,900 £40,000
Median salary % change year-on-year +11.94% +17.25% -4.76%
10th Percentile £35,925 £33,500 £28,300
90th Percentile £74,625 £60,000 £57,500
Cambridgeshire median annual salary £50,000 £45,000 £41,500
% change year-on-year +11.11% +8.43% -1.78%

Opscode Chef
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Opscode Chef in Cambridge

Opscode Chef
Salary Trend in Cambridge

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

Salary trend for Opscode Chef in Cambridge

Opscode Chef
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Opscode Chef in Cambridge over the 6 months to 22 November 2017.

Salary histogram for Opscode Chef in Cambridge

For the 6 months to 22 November 2017, IT jobs citing Opscode Chef also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for Opscode Chef.

1 38 (95.00%) Puppet
2 37 (92.50%) Linux
3 34 (85.00%) DevOps
4 28 (70.00%) Amazon AWS
5 25 (62.50%) Docker
6 24 (60.00%) Python
7 22 (55.00%) Ansible
8 21 (52.50%) Bash Shell
9 20 (50.00%) Jenkins
10 16 (40.00%) CentOS
10 16 (40.00%) Perl
11 14 (35.00%) Web Services
12 13 (32.50%) VMware
12 13 (32.50%) ZABBIX
12 13 (32.50%) Munin
12 13 (32.50%) Ubuntu
12 13 (32.50%) Continuous Delivery
12 13 (32.50%) Grafana
13 12 (30.00%) Git (software)
14 11 (27.50%) SMS
15 10 (25.00%) Debian
15 10 (25.00%) Red Hat Enterprise Linux
16 9 (22.50%) Configuration Management
17 8 (20.00%) Salt
17 8 (20.00%) Kubernetes
17 8 (20.00%) Machine Learning
18 7 (17.50%) Build Automation
18 7 (17.50%) Hyper-V
18 7 (17.50%) Continuous Integration
18 7 (17.50%) Maven

Opscode Chef
Co-occurring IT Skills in Cambridge 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 (10.00%) Apache
2 2 (5.00%) nginx
3 1 (2.50%) OpenStack
Cloud Services
1 28 (70.00%) Amazon AWS
2 7 (17.50%) AWS CloudFormation
3 6 (15.00%) Amazon CloudWatch
3 6 (15.00%) IaaS
4 4 (10.00%) Microsoft Azure
4 4 (10.00%) SaaS
5 1 (2.50%) DigitalOcean
5 1 (2.50%) Heroku
Communications & Networking
1 11 (27.50%) SMS
2 6 (15.00%) DNS
2 6 (15.00%) Network Security
3 5 (12.50%) TCP/IP
4 4 (10.00%) DHCP
4 4 (10.00%) OpenVPN
5 3 (7.50%) Firewall
5 3 (7.50%) LDAP
5 3 (7.50%) VPN
6 2 (5.00%) AMQP
6 2 (5.00%) HTTP
6 2 (5.00%) HTTPS
6 2 (5.00%) IPv6
7 1 (2.50%) SNMP
7 1 (2.50%) VLAN
7 1 (2.50%) WAN
7 1 (2.50%) Wi-Fi
Database & Business Intelligence
1 5 (12.50%) Big Data
1 5 (12.50%) Hadoop
1 5 (12.50%) HBase
2 4 (10.00%) MySQL
3 2 (5.00%) Apache Cassandra
3 2 (5.00%) MongoDB
3 2 (5.00%) PostgreSQL
3 2 (5.00%) Redis
3 2 (5.00%) SQL Server
Development Applications
1 20 (50.00%) Jenkins
2 12 (30.00%) Git (software)
3 7 (17.50%) Maven
4 5 (12.50%) TeamCity
5 3 (7.50%) GitLab
6 1 (2.50%) GoCD
General
1 3 (7.50%) Electronics
2 1 (2.50%) Advertising
2 1 (2.50%) Multimedia
Job Titles
1 25 (62.50%) DevOps Engineer
2 12 (30.00%) AWS Engineer
2 12 (30.00%) Linux Engineer
3 10 (25.00%) Administrator
4 9 (22.50%) Linux Administrator
4 9 (22.50%) Linux DevOps Engineer
4 9 (22.50%) Linux/Unix DevOps
5 8 (20.00%) Architect
5 8 (20.00%) Systems Administrator
6 7 (17.50%) Linux Systems Administrator
7 6 (15.00%) AWS Architect
7 6 (15.00%) AWS DevOps
7 6 (15.00%) AWS DevOps Engineer
7 6 (15.00%) DevOps Systems Engineer
7 6 (15.00%) Infrastructure Architect
7 6 (15.00%) Infrastructure Engineer
8 5 (12.50%) Automation Engineer
8 5 (12.50%) Big Data Engineer
8 5 (12.50%) DevOps Administrator
8 5 (12.50%) Linux Systems Engineer
Libraries, Frameworks & Software Standards
1 14 (35.00%) Web Services
2 5 (12.50%) Kafka
3 2 (5.00%) .NET
3 2 (5.00%) Middleware
3 2 (5.00%) Node.js
3 2 (5.00%) RabbitMQ
3 2 (5.00%) REST
4 1 (2.50%) Django
4 1 (2.50%) OpenEmbedded
4 1 (2.50%) Yocto
Miscellaneous
1 5 (12.50%) Cyberthreat
2 4 (10.00%) Fintech
3 2 (5.00%) Computer Science
3 2 (5.00%) Data Centre
3 2 (5.00%) PKI
3 2 (5.00%) Private Cloud
3 2 (5.00%) Video on Demand
4 1 (2.50%) Analytical Skills
4 1 (2.50%) Robotics
Operating Systems
1 37 (92.50%) Linux
2 16 (40.00%) CentOS
3 13 (32.50%) Ubuntu
4 10 (25.00%) Debian
4 10 (25.00%) Red Hat Enterprise Linux
5 5 (12.50%) Mac OS
5 5 (12.50%) Windows
6 1 (2.50%) CoreOS
6 1 (2.50%) Embedded Linux
6 1 (2.50%) Unix
Processes & Methodologies
1 34 (85.00%) DevOps
2 13 (32.50%) Continuous Delivery
3 9 (22.50%) Configuration Management
4 8 (20.00%) Machine Learning
5 7 (17.50%) Artificial Intelligence
5 7 (17.50%) Build Automation
5 7 (17.50%) Continuous Integration
6 6 (15.00%) Reinforcement Learning
7 5 (12.50%) Agile Software Development
8 4 (10.00%) Software Engineering
9 3 (7.50%) Load Balancing
9 3 (7.50%) Release Management
9 3 (7.50%) Scrum
10 2 (5.00%) Performance Analysis
10 2 (5.00%) Software Deployment
10 2 (5.00%) Test Automation
11 1 (2.50%) Computer Vision
11 1 (2.50%) Continuous Deployment
11 1 (2.50%) Low Latency
11 1 (2.50%) Microservices
Programming Languages
1 24 (60.00%) Python
2 21 (52.50%) Bash Shell
3 16 (40.00%) Perl
4 5 (12.50%) Java
4 5 (12.50%) Ruby
5 3 (7.50%) PHP
5 3 (7.50%) SQL
6 2 (5.00%) C++
6 2 (5.00%) Shell Script
7 1 (2.50%) C
7 1 (2.50%) JavaScript
7 1 (2.50%) PowerShell
Qualifications
1 6 (15.00%) CCNA
1 6 (15.00%) Cisco Certification
2 3 (7.50%) Degree
3 2 (5.00%) Computer Science Degree
Quality Assurance & Compliance
1 1 (2.50%) Cyber Essentials
1 1 (2.50%) Cyber Essentials PLUS
1 1 (2.50%) ISO/IEC 27001
1 1 (2.50%) PCI DSS
System Software
1 25 (62.50%) Docker
2 7 (17.50%) Hyper-V
3 6 (15.00%) LXC
4 5 (12.50%) Apache Flume
4 5 (12.50%) Apache ZooKeeper
5 4 (10.00%) NFS
5 4 (10.00%) Virtual Machines
6 3 (7.50%) iptables
6 3 (7.50%) VMware Infrastructure
7 2 (5.00%) KVM
7 2 (5.00%) Samba
7 2 (5.00%) VMware ESXi
Systems Management
1 38 (95.00%) Puppet
2 22 (55.00%) Ansible
3 13 (32.50%) Grafana
3 13 (32.50%) Munin
3 13 (32.50%) ZABBIX
4 8 (20.00%) Kubernetes
4 8 (20.00%) Salt
5 6 (15.00%) Graphite
5 6 (15.00%) Graylog
5 6 (15.00%) Kibana
5 6 (15.00%) logstash
6 5 (12.50%) Oozie
7 3 (7.50%) Terraform
8 1 (2.50%) Cobbler
Vendors
1 13 (32.50%) VMware
2 6 (15.00%) Splunk
3 5 (12.50%) Cisco
4 3 (7.50%) Red Hat
5 2 (5.00%) Oracle
6 1 (2.50%) Wind River