Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

DevOps
East of England > Cambridgeshire
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 48 101 74
Rank change year-on-year +53 -27 +6
Permanent jobs citing DevOps 183 118 134
As % of all permanent IT jobs advertised in Cambridgeshire 5.31% 3.12% 3.77%
As % of the Processes & Methodologies category 5.77% 3.39% 4.22%
Number of salaries quoted 110 104 118
Cambridgeshire median annual salary £55,000 £50,000 £46,000
Median salary % change year-on-year +10.00% +8.70% +5.75%
10th Percentile £35,000 £35,000 £28,175
90th Percentile £75,000 £75,000 £60,375
East of England median annual salary £57,500 £55,000 £52,000
% change year-on-year +4.55% +5.77% +15.56%

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 3,172 3,484 3,178
As % of all permanent IT jobs advertised in Cambridgeshire 92.00% 92.14% 89.47%
Number of salaries quoted 2,159 2,703 2,620
Cambridgeshire median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £70,000 £66,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 19 October 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 19 October 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 +46 158 £55,000 +10.00% 46
Peterborough -19 23 £85,000 +25.93% 1
DevOps
East of England

For the 6 months to 19 October 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 89 (48.63%) Amazon AWS
2 85 (46.45%) Python
3 84 (45.90%) Agile Software Development
4 76 (41.53%) Linux
5 74 (40.44%) Ansible
6 73 (39.89%) Docker
7 55 (30.05%) Web Services
8 48 (26.23%) Continuous Integration
9 46 (25.14%) Java
9 46 (25.14%) Kubernetes
10 43 (23.50%) JavaScript
10 43 (23.50%) Degree
11 37 (20.22%) Computer Science
11 37 (20.22%) SQL
11 37 (20.22%) Continuous Delivery
11 37 (20.22%) WorldPay
11 37 (20.22%) Jenkins
12 36 (19.67%) Machine Learning
12 36 (19.67%) Artificial Intelligence
13 35 (19.13%) Puppet
13 35 (19.13%) RESTful
14 33 (18.03%) Git (software)
15 31 (16.94%) Software Engineering
16 30 (16.39%) Terraform
17 29 (15.85%) Finance
18 28 (15.30%) Microsoft Azure
19 26 (14.21%) TDD
20 24 (13.11%) QA
20 24 (13.11%) Windows
20 24 (13.11%) E-Commerce

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 19 (10.38%) OpenStack
2 10 (5.46%) Confluence
3 9 (4.92%) Apache Spark
4 7 (3.83%) Apache
4 7 (3.83%) Cloud Foundry
4 7 (3.83%) WebLogic
4 7 (3.83%) WebSphere
5 2 (1.09%) WordPress
6 1 (0.55%) Elasticsearch
6 1 (0.55%) Traefik
Business Applications
1 20 (10.93%) Payment Gateway
2 7 (3.83%) Documaker
Cloud Services
1 89 (48.63%) Amazon AWS
2 28 (15.30%) Microsoft Azure
3 18 (9.84%) GitHub
3 18 (9.84%) OpenShift
4 12 (6.56%) IaaS
5 11 (6.01%) Google Cloud Platform
6 7 (3.83%) Amazon EC2
6 7 (3.83%) Amazon S3
7 6 (3.28%) Cloud Computing
7 6 (3.28%) SaaS
8 4 (2.19%) Virtual Private Cloud
9 3 (1.64%) Amazon ELB
9 3 (1.64%) CloudFront
10 2 (1.09%) Amazon CloudWatch
10 2 (1.09%) Azure Active Directory
10 2 (1.09%) PaaS
11 1 (0.55%) AWS Elastic Beanstalk
11 1 (0.55%) AWS Lambda
11 1 (0.55%) NuGet
11 1 (0.55%) Serverless
Communications & Networking
1 22 (12.02%) DNS
2 14 (7.65%) TCP/IP
3 11 (6.01%) Firewall
3 11 (6.01%) HTTP
3 11 (6.01%) SNMP
4 10 (5.46%) SSL
5 7 (3.83%) Cisco IOS
5 7 (3.83%) Cisco Nexus
5 7 (3.83%) DHCP
5 7 (3.83%) FTP
5 7 (3.83%) HTTPS
5 7 (3.83%) ICMP
5 7 (3.83%) IMAP
5 7 (3.83%) IPsec
5 7 (3.83%) OpenVPN
5 7 (3.83%) POP3
5 7 (3.83%) SMTP
5 7 (3.83%) SSH
5 7 (3.83%) Telnet
5 7 (3.83%) WPA2
Database & Business Intelligence
1 19 (10.38%) Apache Cassandra
1 19 (10.38%) Big Data
2 17 (9.29%) SQL Server
3 16 (8.74%) NoSQL
4 12 (6.56%) Amazon RDS
5 11 (6.01%) MongoDB
6 7 (3.83%) Amazon Redshift
6 7 (3.83%) Oracle Database
7 5 (2.73%) Hadoop
8 4 (2.19%) Data Warehouse
8 4 (2.19%) MySQL
8 4 (2.19%) PostgreSQL
8 4 (2.19%) Power BI
9 3 (1.64%) MariaDB
9 3 (1.64%) Relational Database
10 1 (0.55%) Data Mining
10 1 (0.55%) HBase
10 1 (0.55%) Redis
10 1 (0.55%) SQL Server Reporting Services
Development Applications
1 37 (20.22%) Jenkins
2 33 (18.03%) Git (software)
3 18 (9.84%) Sonatype Nexus
4 14 (7.65%) JIRA
5 12 (6.56%) Cucumber
6 9 (4.92%) JMeter
6 9 (4.92%) Selenium
6 9 (4.92%) SoapUI
6 9 (4.92%) Vagrant
7 7 (3.83%) Gerrit
8 6 (3.28%) Mercurial
9 5 (2.73%) Gradle
10 4 (2.19%) Gatling
10 4 (2.19%) JBehave
11 3 (1.64%) Atlassian Bamboo
11 3 (1.64%) Bitbucket
11 3 (1.64%) Clang
11 3 (1.64%) CMake
11 3 (1.64%) GoCD
11 3 (1.64%) Maven
General
1 29 (15.85%) Finance
2 8 (4.37%) Games
3 7 (3.83%) Law
4 3 (1.64%) Military
5 2 (1.09%) Marketing
5 2 (1.09%) Retail
6 1 (0.55%) Pharmaceutical
Job Titles
1 63 (34.43%) DevOps Engineer
2 46 (25.14%) Developer
3 21 (11.48%) Software Developer
4 20 (10.93%) Java Developer
5 19 (10.38%) Linux Engineer
6 16 (8.74%) Cloud Engineer
6 16 (8.74%) Linux/Unix DevOps
7 14 (7.65%) Java Scala Developer
7 14 (7.65%) Linux DevOps Engineer
7 14 (7.65%) Scala Developer
7 14 (7.65%) Senior Developer
8 13 (7.10%) Software Engineer
9 12 (6.56%) Senior DevOps
9 12 (6.56%) Senior DevOps Engineer
10 11 (6.01%) Java Software Developer
11 10 (5.46%) Lead Developer
12 9 (4.92%) AWS Developer
12 9 (4.92%) Graduate
13 8 (4.37%) Machine Learning Engineer
13 8 (4.37%) Principal Java Developer
Libraries, Frameworks & Software Standards
1 55 (30.05%) Web Services
2 35 (19.13%) RESTful
3 21 (11.48%) AngularJS
3 21 (11.48%) Spring
4 20 (10.93%) .NET
5 18 (9.84%) Akka
6 15 (8.20%) SOAP
7 13 (7.10%) Middleware
8 11 (6.01%) Node.js
8 11 (6.01%) Play Framework
8 11 (6.01%) Spring Boot
9 9 (4.92%) React
10 8 (4.37%) .NET Framework
11 7 (3.83%) HTML
11 7 (3.83%) YAML
12 6 (3.28%) CSS
12 6 (3.28%) Django
12 6 (3.28%) jQuery
12 6 (3.28%) Kafka
13 5 (2.73%) JSON
Miscellaneous
1 37 (20.22%) Computer Science
2 19 (10.38%) Public Cloud
3 17 (9.29%) Data Centre
4 16 (8.74%) Linux Command Line
5 11 (6.01%) Analytical Skills
5 11 (6.01%) Greenfield Project
5 11 (6.01%) Hybrid Cloud
6 10 (5.46%) Cloud Native
7 9 (4.92%) Private Cloud
8 8 (4.37%) Algorithms
8 8 (4.37%) Life Science
9 5 (2.73%) Data Structures
9 5 (2.73%) Distributed Denial-of-Service
9 5 (2.73%) Enterprise Cloud
9 5 (2.73%) Fintech
9 5 (2.73%) Management Information System
9 5 (2.73%) Online Games
10 3 (1.64%) N-Tier
10 3 (1.64%) User Experience
11 2 (1.09%) Self-Motivation
Operating Systems
1 76 (41.53%) Linux
2 24 (13.11%) Windows
3 22 (12.02%) Unix
4 12 (6.56%) Android
5 11 (6.01%) CentOS
6 9 (4.92%) Red Hat Enterprise Linux
7 8 (4.37%) Windows Server
8 7 (3.83%) Solaris
8 7 (3.83%) Windows Server 2008
8 7 (3.83%) Windows Server 2012
9 5 (2.73%) Apple iOS
10 2 (1.09%) Debian
10 2 (1.09%) Fedora
10 2 (1.09%) Ubuntu
Processes & Methodologies
1 84 (45.90%) Agile Software Development
2 48 (26.23%) Continuous Integration
3 37 (20.22%) Continuous Delivery
4 36 (19.67%) Artificial Intelligence
4 36 (19.67%) Machine Learning
5 31 (16.94%) Software Engineering
6 26 (14.21%) TDD
7 24 (13.11%) E-Commerce
8 23 (12.57%) Integration Testing
9 22 (12.02%) Mathematics
9 22 (12.02%) Test Automation
10 21 (11.48%) Scrum
11 20 (10.93%) Configuration Management
12 18 (9.84%) Microservices
13 15 (8.20%) Software Architecture
14 14 (7.65%) Cybersecurity
14 14 (7.65%) OO
15 13 (7.10%) Bioinformatics
15 13 (7.10%) Physics
16 12 (6.56%) Data Analysis
Programming Languages
1 85 (46.45%) Python
2 46 (25.14%) Java
3 43 (23.50%) JavaScript
4 37 (20.22%) SQL
5 22 (12.02%) C#
5 22 (12.02%) Scala
6 20 (10.93%) PowerShell
7 19 (10.38%) Bash Shell
8 18 (9.84%) Ruby
9 14 (7.65%) Go
10 11 (6.01%) PHP
11 7 (3.83%) C++
12 6 (3.28%) Perl
12 6 (3.28%) Shell Script
13 3 (1.64%) Java 8
14 1 (0.55%) AWK
14 1 (0.55%) C
Qualifications
1 43 (23.50%) Degree
2 12 (6.56%) Computer Science Degree
3 6 (3.28%) Cisco Certification
3 6 (3.28%) CISM
3 6 (3.28%) CISSP
4 5 (2.73%) PhD
5 4 (2.19%) CCIE
5 4 (2.19%) CCMSE
5 4 (2.19%) CCNP
5 4 (2.19%) CCSA
5 4 (2.19%) JNCIE
6 2 (1.09%) AWS Certification
6 2 (1.09%) CCNA
6 2 (1.09%) CEH
6 2 (1.09%) GISF
6 2 (1.09%) JNCIA
6 2 (1.09%) JNCIS
6 2 (1.09%) Master's Degree
Quality Assurance & Compliance
1 24 (13.11%) QA
2 5 (2.73%) PCI DSS
3 3 (1.64%) ISO/IEC 27001
4 2 (1.09%) Sarbanes-Oxley
4 2 (1.09%) SAS 70
5 1 (0.55%) IEC 62304
System Software
1 73 (39.89%) Docker
2 23 (12.57%) VMware Infrastructure
3 13 (7.10%) Active Directory
4 9 (4.92%) VirtualBox
5 7 (3.83%) Samba
6 6 (3.28%) Virtual Desktop
6 6 (3.28%) Virtual Servers
6 6 (3.28%) vSphere
7 4 (2.19%) Hyper-V
8 2 (1.09%) KVM
8 2 (1.09%) Xen
9 1 (0.55%) Apache ZooKeeper
Systems Management
1 74 (40.44%) Ansible
2 46 (25.14%) Kubernetes
3 35 (19.13%) Puppet
4 30 (16.39%) Terraform
5 24 (13.11%) Opscode Chef
6 13 (7.10%) vRealize
7 9 (4.92%) Nagios
8 8 (4.37%) Consul
8 8 (4.37%) Packer
9 7 (3.83%) Prometheus
9 7 (3.83%) Rancher
9 7 (3.83%) Sysdig
10 6 (3.28%) Docker Swarm
10 6 (3.28%) vCenter Server
11 3 (1.64%) Grafana
11 3 (1.64%) Salt
12 2 (1.09%) HAProxy
12 2 (1.09%) Icinga
12 2 (1.09%) Munin
12 2 (1.09%) ZABBIX
Vendors
1 37 (20.22%) WorldPay
2 23 (12.57%) Splunk
2 23 (12.57%) VMware
3 20 (10.93%) Cisco
4 15 (8.20%) AppDynamics
5 13 (7.10%) BMC
6 11 (6.01%) Microsoft
6 11 (6.01%) ServiceNow
7 10 (5.46%) HP
8 9 (4.92%) New Relic
8 9 (4.92%) Oracle
9 8 (4.37%) Google
10 7 (3.83%) IBM
10 7 (3.83%) Intel
10 7 (3.83%) Red Hat
11 6 (3.28%) Citrix
11 6 (3.28%) Cognizant
11 6 (3.28%) F5
11 6 (3.28%) Fortinet
12 4 (2.19%) Tableau