Period
to 20 April 2018

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 April 2018 with a comparison to the same period in the previous 2 years.

DevOps
East of England > Cambridgeshire
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 53 93 82
Rank change year-on-year +40 -11 +72
Permanent jobs citing DevOps 244 93 129
As % of all permanent IT jobs advertised in Cambridgeshire 5.33% 2.70% 3.15%
As % of the Processes & Methodologies category 5.74% 3.02% 3.52%
Number of salaries quoted 118 77 98
Cambridgeshire median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% -14.29%
10th Percentile £37,500 £35,750 £32,750
90th Percentile £75,000 £76,500 £57,500
East of England median annual salary £60,000 £55,000 £51,350
% change year-on-year +9.09% +7.11% +2.70%

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 4,250 3,084 3,667
As % of all permanent IT jobs advertised in Cambridgeshire 92.79% 89.39% 89.68%
Number of salaries quoted 2,910 2,438 2,906
Cambridgeshire median annual salary £47,500 £45,000 £43,000
Median salary % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £28,975 £27,500 £28,750
90th Percentile £67,500 £64,500 £63,750
East of England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +2.27%

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 April 2018.

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 April 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
Cambridge +38 221 £55,000 +10.00% 32
Peterborough -10 7 £45,000 -41.94% 5
Huntingdon - 3 £50,000 -
DevOps
East of England

For the 6 months to 20 April 2018, IT jobs citing DevOps 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 Cambridgeshire region with a requirement for DevOps.

1 152 (62.30%) Python
2 139 (56.97%) Amazon AWS
3 111 (45.49%) Agile Software Development
3 111 (45.49%) Linux
4 110 (45.08%) Continuous Integration
5 107 (43.85%) Jenkins
6 101 (41.39%) WorldPay
7 100 (40.98%) JavaScript
8 96 (39.34%) Java
9 86 (35.25%) Ansible
10 82 (33.61%) Puppet
11 81 (33.20%) Ruby
12 77 (31.56%) Docker
13 67 (27.46%) E-Commerce
14 66 (27.05%) Web Services
15 63 (25.82%) AngularJS
16 61 (25.00%) Public Cloud
17 59 (24.18%) Microsoft Azure
18 55 (22.54%) Opscode Chef
19 54 (22.13%) Fintech
20 53 (21.72%) Continuous Delivery
20 53 (21.72%) Bash Shell
21 52 (21.31%) Splunk
21 52 (21.31%) RESTful
22 51 (20.90%) AppDynamics
23 50 (20.49%) GitHub
23 50 (20.49%) Scala
24 49 (20.08%) Software Engineering
25 48 (19.67%) Sonatype Nexus
26 47 (19.26%) Configuration Management

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 15 (6.15%) Confluence
2 10 (4.10%) OpenStack
3 6 (2.46%) WebLogic
3 6 (2.46%) WebSphere
4 3 (1.23%) Apache Solr
5 2 (0.82%) Apache
5 2 (0.82%) Apache Spark
5 2 (0.82%) Elasticsearch
6 1 (0.41%) ArcGIS
6 1 (0.41%) ArcSDE
6 1 (0.41%) GeoServer
6 1 (0.41%) nginx
Business Applications
1 42 (17.21%) Payment Gateway
2 6 (2.46%) Documaker
Cloud Services
1 139 (56.97%) Amazon AWS
2 59 (24.18%) Microsoft Azure
3 50 (20.49%) GitHub
4 40 (16.39%) OpenShift
5 21 (8.61%) Amazon CloudWatch
6 13 (5.33%) Amazon EC2
7 12 (4.92%) AWS Elastic Beanstalk
8 8 (3.28%) IaaS
9 6 (2.46%) AWS CloudFormation
9 6 (2.46%) Google Cloud Platform
10 4 (1.64%) Cloud Computing
10 4 (1.64%) DigitalOcean
10 4 (1.64%) Heroku
10 4 (1.64%) SaaS
11 3 (1.23%) Azure Active Directory
11 3 (1.23%) PaaS
12 2 (0.82%) CloudFront
12 2 (0.82%) Datadog
12 2 (0.82%) Route 53
13 1 (0.41%) Amazon Kinesis
Communications & Networking
1 37 (15.16%) DNS
2 31 (12.70%) Firewall
3 13 (5.33%) TCP/IP
4 11 (4.51%) Internet
5 9 (3.69%) HTTP
5 9 (3.69%) Wireless
6 8 (3.28%) DHCP
6 8 (3.28%) ICMP
6 8 (3.28%) OpenVPN
6 8 (3.28%) SSL
7 6 (2.46%) Cisco IOS
7 6 (2.46%) Cisco Nexus
7 6 (2.46%) FTP
7 6 (2.46%) HTTPS
7 6 (2.46%) IMAP
7 6 (2.46%) IPsec
7 6 (2.46%) SNMP
7 6 (2.46%) SSH
7 6 (2.46%) Telnet
7 6 (2.46%) WPA2
Database & Business Intelligence
1 40 (16.39%) Apache Cassandra
2 34 (13.93%) NoSQL
3 24 (9.84%) SQL Server
4 22 (9.02%) MongoDB
5 16 (6.56%) PostgreSQL
6 14 (5.74%) Big Data
7 7 (2.87%) Relational Database
8 6 (2.46%) Oracle Database
9 5 (2.05%) Hadoop
10 4 (1.64%) HBase
10 4 (1.64%) MySQL
11 3 (1.23%) Data Mining
12 2 (0.82%) Amazon DynamoDB
12 2 (0.82%) Amazon Redshift
12 2 (0.82%) CouchDB
12 2 (0.82%) Data Warehouse
12 2 (0.82%) MariaDB
12 2 (0.82%) Power BI
13 1 (0.41%) Amazon RDS
13 1 (0.41%) GIS
Development Applications
1 107 (43.85%) Jenkins
2 48 (19.67%) Sonatype Nexus
3 38 (15.57%) Git (software)
4 24 (9.84%) Cucumber
5 23 (9.43%) Maven
6 20 (8.20%) JIRA
6 20 (8.20%) TeamCity
7 14 (5.74%) Subversion
8 12 (4.92%) GitLab
9 11 (4.51%) Visual Studio Team System
10 9 (3.69%) webpack
11 6 (2.46%) Atlassian Bamboo
11 6 (2.46%) Bitbucket
11 6 (2.46%) CircleCI
11 6 (2.46%) Gerrit
12 5 (2.05%) Mercurial
13 4 (1.64%) GoCD
13 4 (1.64%) Hudson
13 4 (1.64%) Selenium
14 3 (1.23%) Mocha
General
1 44 (18.03%) Finance
2 31 (12.70%) Games
3 9 (3.69%) Retail
4 4 (1.64%) Marketing
4 4 (1.64%) Pharmaceutical
5 2 (0.82%) Electronics
6 1 (0.41%) Banking
6 1 (0.41%) Legal
Job Titles
1 85 (34.84%) DevOps Engineer
2 54 (22.13%) Developer
3 31 (12.70%) Java Developer
4 29 (11.89%) Senior Developer
5 27 (11.07%) Cloud Engineer
6 24 (9.84%) Senior Java Developer
7 23 (9.43%) Infrastructure Engineer
8 21 (8.61%) Automation Engineer
9 18 (7.38%) Java Scala Developer
9 18 (7.38%) Scala Developer
9 18 (7.38%) Senior DevOps
9 18 (7.38%) Senior DevOps Engineer
9 18 (7.38%) Senior Java Scala Developer
9 18 (7.38%) Senior Scala Developer
10 16 (6.56%) CloudOps Engineer
10 16 (6.56%) Product Owner
10 16 (6.56%) Senior Product Owner
11 14 (5.74%) Analyst
12 13 (5.33%) Linux Engineer
12 13 (5.33%) Software Developer
Libraries, Frameworks & Software Standards
1 66 (27.05%) Web Services
2 63 (25.82%) AngularJS
3 52 (21.31%) RESTful
4 45 (18.44%) .NET
5 40 (16.39%) Akka
5 40 (16.39%) Spring
6 37 (15.16%) Node.js
7 34 (13.93%) Middleware
8 32 (13.11%) .NET Framework
9 20 (8.20%) JSON
10 19 (7.79%) LAMP
11 12 (4.92%) React
12 10 (4.10%) Angular 2
13 7 (2.87%) Kafka
13 7 (2.87%) SOAP
14 6 (2.46%) CSS
14 6 (2.46%) YAML
15 5 (2.05%) Django
15 5 (2.05%) HTML
16 4 (1.64%) Twitter Bootstrap
Miscellaneous
1 61 (25.00%) Public Cloud
2 54 (22.13%) Fintech
3 42 (17.21%) Private Cloud
4 30 (12.30%) Computer Science
4 30 (12.30%) Data Centre
4 30 (12.30%) Linux Command Line
5 22 (9.02%) Distributed Denial-of-Service
5 22 (9.02%) Online Games
6 9 (3.69%) Analytical Skills
7 7 (2.87%) Internet of Things
8 6 (2.46%) User Experience
9 5 (2.05%) Life Science
10 4 (1.64%) Mobile App
11 3 (1.23%) Virtual Team
12 2 (0.82%) Management Information System
13 1 (0.41%) Greenfield Project
13 1 (0.41%) PKI
13 1 (0.41%) Robotics
13 1 (0.41%) Video on Demand
Operating Systems
1 111 (45.49%) Linux
2 43 (17.62%) Unix
3 42 (17.21%) Windows
4 33 (13.52%) Android
5 22 (9.02%) Apple iOS
6 13 (5.33%) CentOS
7 10 (4.10%) Red Hat Enterprise Linux
8 6 (2.46%) Solaris
8 6 (2.46%) Windows Server
8 6 (2.46%) Windows Server 2008
8 6 (2.46%) Windows Server 2012
9 2 (0.82%) Amazon Linux
9 2 (0.82%) Ubuntu
10 1 (0.41%) CoreOS
10 1 (0.41%) Debian
Processes & Methodologies
1 111 (45.49%) Agile Software Development
2 110 (45.08%) Continuous Integration
3 67 (27.46%) E-Commerce
4 53 (21.72%) Continuous Delivery
5 49 (20.08%) Software Engineering
6 47 (19.26%) Configuration Management
7 43 (17.62%) Test Automation
8 41 (16.80%) TDD
9 29 (11.89%) Continuous Deployment
10 28 (11.48%) Integration Testing
10 28 (11.48%) Load Balancing
11 27 (11.07%) Machine Learning
12 24 (9.84%) ERD
12 24 (9.84%) Software Architecture
12 24 (9.84%) Wireframes
13 23 (9.43%) Artificial Intelligence
14 22 (9.02%) Cryptography
14 22 (9.02%) DDoS Mitigation
14 22 (9.02%) Scrum
15 21 (8.61%) Microservices
Programming Languages
1 152 (62.30%) Python
2 100 (40.98%) JavaScript
3 96 (39.34%) Java
4 81 (33.20%) Ruby
5 53 (21.72%) Bash Shell
6 50 (20.49%) Scala
7 46 (18.85%) SQL
8 40 (16.39%) PHP
8 40 (16.39%) PowerShell
9 25 (10.25%) C#
10 17 (6.97%) Perl
11 16 (6.56%) C
12 11 (4.51%) Go
13 9 (3.69%) C++
14 8 (3.28%) Haskell
15 4 (1.64%) Apple Swift
15 4 (1.64%) Objective-C
15 4 (1.64%) Shell Script
16 1 (0.41%) Clojure
16 1 (0.41%) Java 8
Qualifications
1 41 (16.80%) Degree
2 10 (4.10%) Computer Science Degree
3 2 (0.82%) CCNA
3 2 (0.82%) CEH
3 2 (0.82%) Cisco Certification
3 2 (0.82%) GISF
3 2 (0.82%) JNCIA
3 2 (0.82%) JNCIS
3 2 (0.82%) Master's Degree
3 2 (0.82%) PhD
4 1 (0.41%) CHECK Team Member
Quality Assurance & Compliance
1 22 (9.02%) PCI DSS
2 3 (1.23%) ISO/IEC 27001
3 2 (0.82%) QA
System Software
1 77 (31.56%) Docker
2 34 (13.93%) VMware Infrastructure
3 30 (12.30%) Active Directory
4 27 (11.07%) Virtual Desktop
4 27 (11.07%) Virtual Servers
4 27 (11.07%) vSphere
5 7 (2.87%) Apache ZooKeeper
5 7 (2.87%) Samba
5 7 (2.87%) VirtualBox
6 5 (2.05%) Firmware
7 4 (1.64%) Apache Flume
8 3 (1.23%) KVM
8 3 (1.23%) Xen
9 2 (0.82%) NFS
10 1 (0.41%) Hyper-V
10 1 (0.41%) iptables
10 1 (0.41%) VMware ESXi
Systems Management
1 86 (35.25%) Ansible
2 82 (33.61%) Puppet
3 55 (22.54%) Opscode Chef
4 33 (13.52%) vRealize
5 28 (11.48%) Nagios
6 27 (11.07%) Terraform
6 27 (11.07%) vCenter Server
7 26 (10.66%) Kubernetes
8 6 (2.46%) Rancher
8 6 (2.46%) Sysdig
8 6 (2.46%) ZABBIX
9 4 (1.64%) Docker Swarm
9 4 (1.64%) Grafana
9 4 (1.64%) Munin
9 4 (1.64%) Oozie
9 4 (1.64%) Salt
10 2 (0.82%) Kibana
11 1 (0.41%) Consul
11 1 (0.41%) logstash
11 1 (0.41%) Mesos
Vendors
1 101 (41.39%) WorldPay
2 52 (21.31%) Splunk
3 51 (20.90%) AppDynamics
4 37 (15.16%) VMware
5 33 (13.52%) BMC
5 33 (13.52%) Cisco
6 27 (11.07%) Citrix
6 27 (11.07%) F5
6 27 (11.07%) Fortinet
7 25 (10.25%) Oracle
8 23 (9.43%) ServiceNow
9 18 (7.38%) Qualys
10 15 (6.15%) Microsoft
11 8 (3.28%) Google
12 7 (2.87%) Red Hat
13 6 (2.46%) HP
13 6 (2.46%) IBM
13 6 (2.46%) Intel
13 6 (2.46%) New Relic
13 6 (2.46%) SaltStack