Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 17 November 2018 with a comparison to the same period in the previous 2 years.

DevOps
Cambridgeshire > Cambridge
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 30 93 69
Rank change year-on-year +63 -24 -11
Permanent jobs citing DevOps 149 97 87
As % of all permanent IT jobs advertised in Cambridge 7.21% 3.19% 3.80%
As % of the Processes & Methodologies category 7.72% 3.39% 4.19%
Number of salaries quoted 105 83 78
Cambridge median annual salary £55,000 £52,500 £46,000
Median salary % change year-on-year +4.76% +14.13% +3.37%
10th Percentile £32,750 £35,000 £26,250
90th Percentile £67,500 £75,000 £56,250
Cambridgeshire median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% +6.74%

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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 1,930 2,864 2,076
As % of all permanent IT jobs advertised in Cambridge 93.37% 94.18% 90.73%
Number of salaries quoted 1,510 2,185 1,706
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £30,000 £29,000 £26,250
90th Percentile £72,500 £72,500 £67,500
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +1.12%

DevOps
Job Vacancy Trend in Cambridge

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

Job vacancy trend for DevOps in Cambridge

DevOps
Salary Trend in Cambridge

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

Salary trend for DevOps in Cambridge

DevOps
Salary Histogram in Cambridge

The salary distribution of IT jobs citing DevOps in Cambridge over the 6 months to 17 November 2018.

Salary histogram for DevOps in Cambridge

For the 6 months to 17 November 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 Cambridge region with a requirement for DevOps.

1 77 (51.68%) Agile Software Development
2 69 (46.31%) Python
2 69 (46.31%) Ansible
3 68 (45.64%) Docker
4 65 (43.62%) Linux
5 62 (41.61%) Amazon AWS
6 54 (36.24%) Web Services
7 45 (30.20%) Kubernetes
8 44 (29.53%) Java
8 44 (29.53%) Degree
9 38 (25.50%) Computer Science
10 34 (22.82%) Artificial Intelligence
11 31 (20.81%) Software Engineering
12 30 (20.13%) Continuous Integration
12 30 (20.13%) RESTful
13 29 (19.46%) Git (software)
13 29 (19.46%) JavaScript
14 28 (18.79%) Continuous Delivery
15 27 (18.12%) Terraform
15 27 (18.12%) Jenkins
15 27 (18.12%) Machine Learning
15 27 (18.12%) SQL
15 27 (18.12%) Puppet
16 26 (17.45%) TDD
17 25 (16.78%) WorldPay
18 24 (16.11%) QA
19 22 (14.77%) Mathematics
19 22 (14.77%) E-Commerce
20 21 (14.09%) Scrum
20 21 (14.09%) Payment Gateway

DevOps
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 15 (10.07%) OpenStack
2 7 (4.70%) Apache
3 6 (4.03%) Confluence
4 5 (3.36%) Apache Spark
4 5 (3.36%) Cloud Foundry
5 4 (2.68%) WebLogic
6 3 (2.01%) WebSphere
7 2 (1.34%) Drupal
7 2 (1.34%) Elasticsearch
7 2 (1.34%) WordPress
8 1 (0.67%) IIS
8 1 (0.67%) JBoss
8 1 (0.67%) Traefik
8 1 (0.67%) WildFly
Business Applications
1 21 (14.09%) Payment Gateway
2 3 (2.01%) Documaker
Cloud Services
1 62 (41.61%) Amazon AWS
2 17 (11.41%) OpenShift
3 13 (8.72%) Microsoft Azure
4 9 (6.04%) Google Cloud Platform
5 7 (4.70%) Amazon EC2
5 7 (4.70%) Amazon S3
5 7 (4.70%) GitHub
6 6 (4.03%) Cloud Computing
6 6 (4.03%) SaaS
7 3 (2.01%) Amazon ELB
7 3 (2.01%) CloudFront
7 3 (2.01%) IaaS
7 3 (2.01%) Virtual Private Cloud
8 2 (1.34%) Amazon CloudWatch
9 1 (0.67%) AWS CloudFormation
9 1 (0.67%) AWS Elastic Beanstalk
Communications & Networking
1 5 (3.36%) DNS
2 4 (2.68%) HTTP
2 4 (2.68%) TCP/IP
3 3 (2.01%) Cisco IOS
3 3 (2.01%) Cisco Nexus
3 3 (2.01%) DHCP
3 3 (2.01%) FTP
3 3 (2.01%) HTTPS
3 3 (2.01%) ICMP
3 3 (2.01%) IMAP
3 3 (2.01%) IPsec
3 3 (2.01%) IPv6
3 3 (2.01%) OpenVPN
3 3 (2.01%) POP3
3 3 (2.01%) SMTP
3 3 (2.01%) SNMP
3 3 (2.01%) SSH
3 3 (2.01%) SSL
3 3 (2.01%) Telnet
3 3 (2.01%) WPA2
Database & Business Intelligence
1 18 (12.08%) Apache Cassandra
2 14 (9.40%) Amazon RDS
3 13 (8.72%) Big Data
4 9 (6.04%) NoSQL
5 8 (5.37%) SQL Server
6 5 (3.36%) Hadoop
6 5 (3.36%) MongoDB
7 4 (2.68%) PostgreSQL
7 4 (2.68%) Relational Database
8 3 (2.01%) Amazon Redshift
8 3 (2.01%) Data Mining
8 3 (2.01%) MariaDB
8 3 (2.01%) MySQL
8 3 (2.01%) Oracle Database
9 1 (0.67%) HBase
9 1 (0.67%) InfluxDB
9 1 (0.67%) Redis
9 1 (0.67%) SQL Server Reporting Services
Development Applications
1 29 (19.46%) Git (software)
2 27 (18.12%) Jenkins
3 10 (6.71%) JIRA
4 9 (6.04%) Vagrant
5 7 (4.70%) Gradle
5 7 (4.70%) Mercurial
5 7 (4.70%) Selenium
5 7 (4.70%) Sonatype Nexus
6 6 (4.03%) JMeter
6 6 (4.03%) SoapUI
7 5 (3.36%) Cucumber
7 5 (3.36%) Maven
8 3 (2.01%) Atlassian Bamboo
8 3 (2.01%) Bitbucket
8 3 (2.01%) Clang
8 3 (2.01%) CMake
8 3 (2.01%) Gerrit
8 3 (2.01%) JUnit
8 3 (2.01%) Subversion
9 2 (1.34%) Travis CI
General
1 11 (7.38%) Finance
2 7 (4.70%) Law
3 3 (2.01%) Games
3 3 (2.01%) Military
4 2 (1.34%) Retail
5 1 (0.67%) Marketing
5 1 (0.67%) Pharmaceutical
Job Titles
1 56 (37.58%) DevOps Engineer
2 45 (30.20%) Developer
3 22 (14.77%) Software Developer
4 18 (12.08%) Java Developer
4 18 (12.08%) Linux Engineer
5 17 (11.41%) Linux/Unix DevOps
5 17 (11.41%) Software Engineer
6 15 (10.07%) Linux DevOps Engineer
7 14 (9.40%) Python Developer
8 12 (8.05%) Cloud Engineer
9 11 (7.38%) Graduate
9 11 (7.38%) Java Software Developer
10 10 (6.71%) Java Scala Developer
10 10 (6.71%) Scala Developer
10 10 (6.71%) Senior Developer
11 9 (6.04%) AWS Developer
11 9 (6.04%) AWS Engineer
11 9 (6.04%) Lead Developer
12 8 (5.37%) Principal Developer
12 8 (5.37%) Principal Software Developer
Libraries, Frameworks & Software Standards
1 54 (36.24%) Web Services
2 30 (20.13%) RESTful
3 20 (13.42%) Spring
4 18 (12.08%) AngularJS
5 17 (11.41%) Akka
6 14 (9.40%) Play Framework
6 14 (9.40%) Spring Boot
7 12 (8.05%) SOAP
8 11 (7.38%) .NET
8 11 (7.38%) Django
8 11 (7.38%) React
9 9 (6.04%) HTML
10 8 (5.37%) CSS
10 8 (5.37%) Natural Language Processing
11 7 (4.70%) JSON
11 7 (4.70%) Node.js
12 6 (4.03%) Kafka
13 5 (3.36%) jQuery
13 5 (3.36%) REST
14 4 (2.68%) CSS3
Miscellaneous
1 38 (25.50%) Computer Science
2 15 (10.07%) Public Cloud
3 14 (9.40%) Hybrid Cloud
4 11 (7.38%) Greenfield Project
5 10 (6.71%) Algorithms
6 9 (6.04%) Life Science
7 8 (5.37%) Cloud Native
8 5 (3.36%) Data Centre
8 5 (3.36%) Data Structures
8 5 (3.36%) Enterprise Cloud
8 5 (3.36%) Linux Command Line
9 4 (2.68%) Analytical Skills
9 4 (2.68%) Fintech
10 3 (2.01%) Management Information System
10 3 (2.01%) N-Tier
10 3 (2.01%) Private Cloud
11 1 (0.67%) Distributed Denial-of-Service
11 1 (0.67%) Enterprise Software
11 1 (0.67%) Online Games
11 1 (0.67%) User Experience
Operating Systems
1 65 (43.62%) Linux
2 15 (10.07%) Windows
3 14 (9.40%) Unix
4 6 (4.03%) CentOS
5 4 (2.68%) Android
5 4 (2.68%) Red Hat Enterprise Linux
5 4 (2.68%) Ubuntu
5 4 (2.68%) Windows Server
6 3 (2.01%) Solaris
6 3 (2.01%) Windows Server 2008
6 3 (2.01%) Windows Server 2012
7 2 (1.34%) CoreOS
7 2 (1.34%) Debian
7 2 (1.34%) Fedora
8 1 (0.67%) Apple iOS
Processes & Methodologies
1 77 (51.68%) Agile Software Development
2 34 (22.82%) Artificial Intelligence
3 31 (20.81%) Software Engineering
4 30 (20.13%) Continuous Integration
5 28 (18.79%) Continuous Delivery
6 27 (18.12%) Machine Learning
7 26 (17.45%) TDD
8 22 (14.77%) E-Commerce
8 22 (14.77%) Mathematics
9 21 (14.09%) Scrum
10 18 (12.08%) Integration Testing
11 17 (11.41%) Configuration Management
11 17 (11.41%) Microservices
12 15 (10.07%) OO
13 13 (8.72%) Bioinformatics
13 13 (8.72%) Software Architecture
14 12 (8.05%) API Design
14 12 (8.05%) Test Automation
15 11 (7.38%) Physics
15 11 (7.38%) Unit Testing
Programming Languages
1 69 (46.31%) Python
2 44 (29.53%) Java
3 29 (19.46%) JavaScript
4 27 (18.12%) SQL
5 17 (11.41%) C#
5 17 (11.41%) Scala
6 11 (7.38%) Go
7 9 (6.04%) Bash Shell
7 9 (6.04%) PHP
7 9 (6.04%) PowerShell
8 7 (4.70%) C++
8 7 (4.70%) Shell Script
9 6 (4.03%) Ruby
10 5 (3.36%) Java 8
11 4 (2.68%) Perl
12 2 (1.34%) C
Qualifications
1 44 (29.53%) Degree
2 16 (10.74%) Computer Science Degree
3 3 (2.01%) AWS Certification
3 3 (2.01%) PhD
Quality Assurance & Compliance
1 24 (16.11%) QA
2 1 (0.67%) PCI DSS
System Software
1 68 (45.64%) Docker
2 12 (8.05%) VMware Infrastructure
3 5 (3.36%) Active Directory
4 4 (2.68%) VirtualBox
5 3 (2.01%) Hyper-V
5 3 (2.01%) Samba
6 1 (0.67%) Apache ZooKeeper
6 1 (0.67%) KVM
6 1 (0.67%) Xen
Systems Management
1 69 (46.31%) Ansible
2 45 (30.20%) Kubernetes
3 27 (18.12%) Puppet
3 27 (18.12%) Terraform
4 16 (10.74%) Opscode Chef
5 8 (5.37%) Consul
5 8 (5.37%) Packer
6 6 (4.03%) Docker Swarm
6 6 (4.03%) Prometheus
7 5 (3.36%) Nagios
8 3 (2.01%) Rancher
8 3 (2.01%) Sysdig
8 3 (2.01%) vRealize
9 2 (1.34%) HAProxy
9 2 (1.34%) Icinga
9 2 (1.34%) Salt
10 1 (0.67%) Grafana
10 1 (0.67%) Munin
10 1 (0.67%) ZABBIX
Vendors
1 25 (16.78%) WorldPay
2 12 (8.05%) VMware
3 11 (7.38%) Splunk
4 9 (6.04%) Microsoft
5 8 (5.37%) Google
6 6 (4.03%) Cisco
6 6 (4.03%) HP
7 5 (3.36%) AppDynamics
7 5 (3.36%) Oracle
8 3 (2.01%) Atlassian
8 3 (2.01%) BMC
8 3 (2.01%) IBM
8 3 (2.01%) Intel
8 3 (2.01%) Juniper
8 3 (2.01%) New Relic
8 3 (2.01%) Red Hat
8 3 (2.01%) ServiceNow
9 2 (1.34%) Qualys