Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for DevOps skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited DevOps over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

DevOps
East of England > Cambridgeshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 100 79 73
Rank change year-on-year -21 -6 +73
Permanent jobs citing DevOps 128 113 144
As % of all permanent IT jobs advertised in Cambridgeshire 3.04% 3.29% 3.48%
As % of the Processes & Methodologies category 3.30% 3.73% 3.95%
Number of salaries quoted 112 102 130
Cambridgeshire median annual salary £50,000 £47,500 £44,500
Median salary % change year-on-year +5.26% +6.74% -6.32%
10th Percentile £37,500 £26,250 £32,500
90th Percentile £75,000 £62,375 £58,875
East of England median annual salary £57,500 £54,500 £45,000
% change year-on-year +5.50% +21.11% -10.00%

DevOps is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 3883 3027 3642
As % of all permanent IT jobs advertised in Cambridgeshire 92.23% 88.07% 88.12%
Number of salaries quoted 2970 2488 3146
Cambridgeshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,250 £66,250 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

DevOps
Job Vacancy Trend in Cambridgeshire

Job postings citing DevOps as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for DevOps in Cambridgeshire

DevOps
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing DevOps in Cambridgeshire.

Salary trend for DevOps in Cambridgeshire

DevOps
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing DevOps in Cambridgeshire over the 6 months to 20 November 2017.

Salary histogram for DevOps in Cambridgeshire

DevOps
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DevOps within the Cambridgeshire region over the 6 months to 20 November 2017. 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
Cambridge -13 103 £55,000 +19.57% 19
Huntingdon - 3 £50,000 -
Peterborough -22 1 £67,500 +14.89%
DevOps
East of England

For the 6 months to 20 November 2017, IT jobs citing DevOps 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 Cambridgeshire region with a requirement for DevOps.

1 78 (60.94%) Linux
1 78 (60.94%) Python
2 48 (37.50%) Amazon AWS
3 47 (36.72%) Docker
4 44 (34.38%) Jenkins
5 40 (31.25%) Puppet
6 38 (29.69%) Perl
6 38 (29.69%) Agile Software Development
7 35 (27.34%) Opscode Chef
8 31 (24.22%) Degree
9 30 (23.44%) Continuous Integration
9 30 (23.44%) Bash Shell
9 30 (23.44%) Software Engineering
9 30 (23.44%) Web Services
10 28 (21.88%) JavaScript
10 28 (21.88%) Ansible
11 27 (21.09%) Machine Learning
12 26 (20.31%) Java
12 26 (20.31%) Configuration Management
13 24 (18.75%) Wireless
14 23 (17.97%) Microsoft Azure
14 23 (17.97%) Ubuntu
15 22 (17.19%) Git (software)
15 22 (17.19%) Continuous Delivery
16 21 (16.41%) PHP
17 19 (14.84%) Red Hat Enterprise Linux
18 18 (14.06%) Kubernetes
18 18 (14.06%) AngularJS
19 17 (13.28%) Android
20 16 (12.50%) CentOS

DevOps
Co-occurring IT Skills in Cambridgeshire 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 7 (5.47%) Elasticsearch
2 4 (3.13%) Apache Solr
2 4 (3.13%) Apache Spark
3 3 (2.34%) IIS
3 3 (2.34%) nginx
4 2 (1.56%) Apache
5 1 (0.78%) OpenStack
Business Applications
1 2 (1.56%) Payment Gateway
Cloud Services
1 48 (37.50%) Amazon AWS
2 23 (17.97%) Microsoft Azure
3 9 (7.03%) AWS CloudFormation
4 8 (6.25%) Amazon CloudWatch
5 6 (4.69%) Google Cloud Platform
5 6 (4.69%) IaaS
6 4 (3.13%) GitHub
7 3 (2.34%) Amazon EC2
7 3 (2.34%) PaaS
8 2 (1.56%) OpenShift
9 1 (0.78%) Amazon S3
9 1 (0.78%) DigitalOcean
9 1 (0.78%) Heroku
9 1 (0.78%) SaaS
9 1 (0.78%) Serverless
Communications & Networking
1 24 (18.75%) Wireless
2 11 (8.59%) SMS
3 7 (5.47%) Internet
3 7 (5.47%) Network Security
4 5 (3.91%) TCP/IP
5 4 (3.13%) DHCP
5 4 (3.13%) DNS
5 4 (3.13%) OpenVPN
6 3 (2.34%) Firewall
6 3 (2.34%) LDAP
6 3 (2.34%) VPN
7 1 (0.78%) LAN
7 1 (0.78%) WAN
7 1 (0.78%) Wi-Fi
Database & Business Intelligence
1 10 (7.81%) PostgreSQL
1 10 (7.81%) SQL Server
2 8 (6.25%) Relational Database
3 7 (5.47%) Big Data
3 7 (5.47%) NoSQL
4 6 (4.69%) Hadoop
5 5 (3.91%) HBase
5 5 (3.91%) MongoDB
6 4 (3.13%) MySQL
7 3 (2.34%) Data Mining
8 2 (1.56%) Apache Cassandra
8 2 (1.56%) CouchDB
8 2 (1.56%) MariaDB
9 1 (0.78%) Amazon RDS
9 1 (0.78%) Data Warehouse
9 1 (0.78%) RDBMS
9 1 (0.78%) Text Mining
Development Applications
1 44 (34.38%) Jenkins
2 22 (17.19%) Git (software)
3 12 (9.38%) Maven
4 10 (7.81%) TeamCity
5 4 (3.13%) GitLab
5 4 (3.13%) Subversion
6 3 (2.34%) Selenium
7 2 (1.56%) Atlassian Bamboo
7 2 (1.56%) Buildbot
7 2 (1.56%) CruiseControl
7 2 (1.56%) Cucumber
7 2 (1.56%) MSBuild
7 2 (1.56%) Octopus Deploy
7 2 (1.56%) Sonatype Nexus
7 2 (1.56%) WebDriver
7 2 (1.56%) webpack
8 1 (0.78%) GoCD
8 1 (0.78%) JIRA
General
1 2 (1.56%) Electronics
1 2 (1.56%) Finance
1 2 (1.56%) Games
1 2 (1.56%) Publishing
2 1 (0.78%) Advertising
2 1 (0.78%) Pharmaceutical
Job Titles
1 74 (57.81%) DevOps Engineer
2 25 (19.53%) Developer
3 22 (17.19%) DevOps Systems Engineer
4 20 (15.63%) Systems Engineer
5 18 (14.06%) Linux Engineer
6 16 (12.50%) Build Engineer
6 16 (12.50%) Linux DevOps Engineer
6 16 (12.50%) Linux/Unix DevOps
7 14 (10.94%) AWS Engineer
8 12 (9.38%) Senior DevOps
9 11 (8.59%) Cloud Engineer
9 11 (8.59%) Senior DevOps Engineer
9 11 (8.59%) Systems Administrator
10 10 (7.81%) Administrator
10 10 (7.81%) Applications Engineer
10 10 (7.81%) JavaScript Engineer
11 9 (7.03%) Linux Systems Administrator
12 8 (6.25%) Infrastructure Engineer
12 8 (6.25%) Linux Administrator
12 8 (6.25%) Software Developer
Libraries, Frameworks & Software Standards
1 30 (23.44%) Web Services
2 18 (14.06%) AngularJS
3 10 (7.81%) .NET
4 8 (6.25%) Node.js
4 8 (6.25%) React
5 6 (4.69%) JSON
5 6 (4.69%) RESTful
6 5 (3.91%) Angular 2
6 5 (3.91%) Kafka
6 5 (3.91%) REST
6 5 (3.91%) Twitter Bootstrap
7 4 (3.13%) CSS
7 4 (3.13%) HTML
7 4 (3.13%) Lucene
7 4 (3.13%) OAuth
8 3 (2.34%) Apache Cordova
8 3 (2.34%) ASP.NET Web API
8 3 (2.34%) OAuth2
8 3 (2.34%) OpenID
8 3 (2.34%) Velocity
Miscellaneous
1 14 (10.94%) Computer Science
2 8 (6.25%) Fintech
3 5 (3.91%) Cyberthreat
3 5 (3.91%) Mobile App
4 4 (3.13%) Data Centre
4 4 (3.13%) Private Cloud
4 4 (3.13%) Public Cloud
5 3 (2.34%) Enterprise Software
5 3 (2.34%) User Experience
5 3 (2.34%) Virtual Team
6 2 (1.56%) Algorithms
6 2 (1.56%) Analytical Skills
6 2 (1.56%) Internet of Things
6 2 (1.56%) Life Science
6 2 (1.56%) Video on Demand
7 1 (0.78%) Management Information System
7 1 (0.78%) Robotics
Operating Systems
1 78 (60.94%) Linux
2 23 (17.97%) Ubuntu
3 19 (14.84%) Red Hat Enterprise Linux
4 17 (13.28%) Android
5 16 (12.50%) CentOS
6 15 (11.72%) Unix
7 14 (10.94%) Windows
8 10 (7.81%) Debian
9 6 (4.69%) Mac OS
10 3 (2.34%) Apple iOS
11 1 (0.78%) CoreOS
Processes & Methodologies
1 38 (29.69%) Agile Software Development
2 30 (23.44%) Continuous Integration
2 30 (23.44%) Software Engineering
3 27 (21.09%) Machine Learning
4 26 (20.31%) Configuration Management
5 22 (17.19%) Continuous Delivery
6 16 (12.50%) Artificial Intelligence
7 13 (10.16%) TDD
8 12 (9.38%) SDLC
8 12 (9.38%) Test Automation
9 11 (8.59%) Mathematics
10 10 (7.81%) Unit Testing
11 8 (6.25%) Microservices
11 8 (6.25%) Scrum
12 7 (5.47%) Build Automation
12 7 (5.47%) Reinforcement Learning
12 7 (5.47%) Web Design
13 6 (4.69%) BDD
13 6 (4.69%) Mobile Development
14 5 (3.91%) Responsive Web Design
Programming Languages
1 78 (60.94%) Python
2 38 (29.69%) Perl
3 30 (23.44%) Bash Shell
4 28 (21.88%) JavaScript
5 26 (20.31%) Java
6 21 (16.41%) PHP
7 15 (11.72%) C#
8 12 (9.38%) SQL
9 6 (4.69%) C++
9 6 (4.69%) PowerShell
9 6 (4.69%) Ruby
9 6 (4.69%) Scala
10 5 (3.91%) Apple Swift
10 5 (3.91%) Objective-C
11 4 (3.13%) Go
11 4 (3.13%) Haskell
11 4 (3.13%) Shell Script
12 3 (2.34%) Kotlin
13 2 (1.56%) Lua
13 2 (1.56%) T-SQL
Qualifications
1 31 (24.22%) Degree
2 13 (10.16%) Computer Science Degree
3 6 (4.69%) CCNA
3 6 (4.69%) Cisco Certification
4 2 (1.56%) ISEB
4 2 (1.56%) ISEB Practitioner
Quality Assurance & Compliance
1 6 (4.69%) QA
2 2 (1.56%) ISO/IEC 27001
System Software
1 47 (36.72%) Docker
2 14 (10.94%) Firmware
3 7 (5.47%) Hyper-V
4 6 (4.69%) LXC
5 5 (3.91%) Apache Flume
5 5 (3.91%) Apache ZooKeeper
5 5 (3.91%) VMware Infrastructure
6 4 (3.13%) NFS
7 2 (1.56%) iptables
7 2 (1.56%) KVM
7 2 (1.56%) Samba
7 2 (1.56%) Virtual Machines
7 2 (1.56%) VMware ESXi
Systems Management
1 40 (31.25%) Puppet
2 35 (27.34%) Opscode Chef
3 28 (21.88%) Ansible
4 18 (14.06%) Kubernetes
5 13 (10.16%) Grafana
5 13 (10.16%) Munin
5 13 (10.16%) ZABBIX
6 8 (6.25%) Salt
7 6 (4.69%) Graphite
7 6 (4.69%) Graylog
7 6 (4.69%) Kibana
7 6 (4.69%) logstash
8 5 (3.91%) Oozie
9 3 (2.34%) Nagios
9 3 (2.34%) Terraform
10 1 (0.78%) Mesos
Vendors
1 13 (10.16%) VMware
2 12 (9.38%) Red Hat
3 8 (6.25%) Splunk
4 5 (3.91%) Cisco
4 5 (3.91%) Google
4 5 (3.91%) WorldPay
5 4 (3.13%) Oracle
5 4 (3.13%) Rackspace
6 3 (2.34%) Microsoft
6 3 (2.34%) Salesforce.com
6 3 (2.34%) Xamarin
7 2 (1.56%) AppDynamics
7 2 (1.56%) Orchard
7 2 (1.56%) Perforce
7 2 (1.56%) Qualys