Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Docker skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Docker over the 6 months to 22 July 2018 with a comparison to the same period in the previous 2 years.

Docker
Cambridgeshire > Cambridge
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 55 57 109
Rank change year-on-year +2 +52 +40
Permanent jobs citing Docker 135 138 47
As % of all permanent IT jobs advertised in Cambridge 4.86% 5.08% 1.83%
As % of the System Software category 40.06% 34.85% 16.32%
Number of salaries quoted 75 128 41
Cambridge median annual salary £55,000 £57,500 £50,000
Median salary % change year-on-year -4.35% +15.00% -9.09%
10th Percentile £37,700 £43,750 £41,250
90th Percentile £74,000 £75,000 £60,000
Cambridgeshire median annual salary £55,000 £57,500 £50,000
% change year-on-year -4.35% +15.00% -2.91%

Docker is in the System Software 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 system software skills.

All System Software Skills
Cambridge
Permanent vacancies with a requirement for system software skills 337 396 288
As % of all permanent IT jobs advertised in Cambridge 12.12% 14.56% 11.21%
Number of salaries quoted 187 329 228
Cambridge median annual salary £50,000 £50,000 £42,500
Median salary % change year-on-year - +17.65% +6.25%
10th Percentile £30,000 £29,000 £23,500
90th Percentile £72,500 £71,250 £58,750
Cambridgeshire median annual salary £45,000 £50,000 £40,000
% change year-on-year -10.00% +25.00% -

Docker
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Docker in Cambridge

Docker
Salary Trend in Cambridge

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

Salary trend for Docker in Cambridge

Docker
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Docker in Cambridge over the 6 months to 22 July 2018.

Salary histogram for Docker in Cambridge

For the 6 months to 22 July 2018, IT jobs citing Docker 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 Docker.

1 95 (70.37%) Python
1 95 (70.37%) Amazon AWS
2 83 (61.48%) Linux
3 74 (54.81%) DevOps
4 59 (43.70%) Java
5 55 (40.74%) Agile Software Development
6 54 (40.00%) Web Services
7 53 (39.26%) Ansible
8 49 (36.30%) JavaScript
8 49 (36.30%) Puppet
9 44 (32.59%) SQL
10 43 (31.85%) RESTful
11 40 (29.63%) Continuous Integration
12 39 (28.89%) Software Engineering
13 38 (28.15%) Integration Testing
13 38 (28.15%) Git (software)
13 38 (28.15%) Finance
13 38 (28.15%) Jenkins
13 38 (28.15%) WorldPay
14 36 (26.67%) Machine Learning
15 33 (24.44%) Android
15 33 (24.44%) GitHub
16 32 (23.70%) Opscode Chef
17 31 (22.96%) Sonatype Nexus
17 31 (22.96%) NoSQL
17 31 (22.96%) TDD
18 30 (22.22%) Kubernetes
19 28 (20.74%) Continuous Delivery
19 28 (20.74%) E-Commerce
19 28 (20.74%) Cloud Computing

Docker
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 22 (16.30%) OpenStack
2 14 (10.37%) Apache
2 14 (10.37%) Elasticsearch
3 12 (8.89%) Confluence
3 12 (8.89%) WebLogic
3 12 (8.89%) WebSphere
4 5 (3.70%) Apache Spark
5 4 (2.96%) nginx
5 4 (2.96%) Tomcat
6 2 (1.48%) IIS
7 1 (0.74%) Apache Solr
7 1 (0.74%) Jetty
7 1 (0.74%) WordPress
Business Applications
1 26 (19.26%) Payment Gateway
2 12 (8.89%) Documaker
Cloud Services
1 95 (70.37%) Amazon AWS
2 33 (24.44%) GitHub
3 28 (20.74%) Cloud Computing
4 26 (19.26%) OpenShift
5 20 (14.81%) Microsoft Azure
6 17 (12.59%) IaaS
7 13 (9.63%) Amazon EC2
8 7 (5.19%) AWS CloudFormation
8 7 (5.19%) SaaS
9 5 (3.70%) Amazon CloudWatch
9 5 (3.70%) Amazon S3
10 3 (2.22%) AWS Elastic Beanstalk
10 3 (2.22%) CloudFront
11 2 (1.48%) Amazon ELB
11 2 (1.48%) npm
11 2 (1.48%) Virtual Private Cloud
12 1 (0.74%) Firebase
12 1 (0.74%) Google Cloud Platform
Communications & Networking
1 19 (14.07%) TCP/IP
2 18 (13.33%) DNS
2 18 (13.33%) SSH
3 17 (12.59%) HTTP
4 16 (11.85%) FTP
5 14 (10.37%) DHCP
5 14 (10.37%) SSL
6 13 (9.63%) SNMP
7 12 (8.89%) Cisco IOS
7 12 (8.89%) Cisco Nexus
7 12 (8.89%) HTTPS
7 12 (8.89%) ICMP
7 12 (8.89%) IMAP
7 12 (8.89%) IPsec
7 12 (8.89%) OpenVPN
7 12 (8.89%) POP3
7 12 (8.89%) SMTP
7 12 (8.89%) Telnet
7 12 (8.89%) WPA2
8 3 (2.22%) Internet
Database & Business Intelligence
1 31 (22.96%) NoSQL
2 27 (20.00%) Apache Cassandra
3 26 (19.26%) MongoDB
4 15 (11.11%) SQL Server
5 12 (8.89%) HBase
5 12 (8.89%) Oracle Database
6 7 (5.19%) Amazon RDS
7 4 (2.96%) PostgreSQL
8 3 (2.22%) Amazon Redshift
9 2 (1.48%) MariaDB
9 2 (1.48%) Neo4j
9 2 (1.48%) Relational Database
10 1 (0.74%) Big Data
10 1 (0.74%) Text Mining
Development Applications
1 38 (28.15%) Git (software)
1 38 (28.15%) Jenkins
2 31 (22.96%) Sonatype Nexus
3 22 (16.30%) Cucumber
4 16 (11.85%) JIRA
5 12 (8.89%) Gerrit
6 7 (5.19%) Bugzilla
6 7 (5.19%) Vagrant
7 6 (4.44%) TeamCity
8 5 (3.70%) GitLab
9 4 (2.96%) CircleCI
10 3 (2.22%) Gradle
10 3 (2.22%) webpack
11 2 (1.48%) Artifactory
11 2 (1.48%) Atlassian Bamboo
11 2 (1.48%) Clang
11 2 (1.48%) CMake
11 2 (1.48%) JUnit
11 2 (1.48%) Maven
11 2 (1.48%) Subversion
General
1 38 (28.15%) Finance
2 19 (14.07%) Games
3 10 (7.41%) Marketing
4 4 (2.96%) Telecoms
5 3 (2.22%) Military
6 2 (1.48%) Retail
7 1 (0.74%) Pharmaceutical
Job Titles
1 49 (36.30%) Developer
2 42 (31.11%) DevOps Engineer
3 35 (25.93%) Java Developer
4 26 (19.26%) Java Scala Developer
4 26 (19.26%) Scala Developer
5 25 (18.52%) Senior Developer
6 21 (15.56%) Senior DevOps
6 21 (15.56%) Senior DevOps Engineer
7 20 (14.81%) Senior Java Developer
8 19 (14.07%) Senior Java Scala Developer
8 19 (14.07%) Senior Scala Developer
9 16 (11.85%) Software Engineer
10 13 (9.63%) Systems Administrator
11 12 (8.89%) Architect
12 11 (8.15%) Administrator
12 11 (8.15%) Linux Systems Administrator
13 10 (7.41%) Java Software Developer
13 10 (7.41%) Linux Administrator
13 10 (7.41%) Software Developer
14 9 (6.67%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 54 (40.00%) Web Services
2 43 (31.85%) RESTful
3 27 (20.00%) AngularJS
3 27 (20.00%) Spring
4 26 (19.26%) Akka
5 21 (15.56%) .NET
6 19 (14.07%) .NET Framework
7 13 (9.63%) JSON
7 13 (9.63%) SOAP
7 13 (9.63%) YAML
8 12 (8.89%) Middleware
9 7 (5.19%) Play Framework
9 7 (5.19%) Spring Boot
10 5 (3.70%) TensorFlow
11 4 (2.96%) HTML
12 3 (2.22%) Django
12 3 (2.22%) REST
13 2 (1.48%) ASP.NET
13 2 (1.48%) HTML5
13 2 (1.48%) OAuth
Miscellaneous
1 19 (14.07%) Distributed Denial-of-Service
1 19 (14.07%) Online Games
1 19 (14.07%) Private Cloud
2 17 (12.59%) Computer Science
2 17 (12.59%) Fintech
3 14 (10.37%) Data Structures
4 12 (8.89%) Public Cloud
5 9 (6.67%) Life Science
6 8 (5.93%) Algorithms
6 8 (5.93%) Greenfield Project
7 7 (5.19%) Hybrid Cloud
8 5 (3.70%) GPGPU
9 3 (2.22%) Data Centre
9 3 (2.22%) Internet of Things
9 3 (2.22%) Linux Command Line
10 2 (1.48%) Analytical Skills
10 2 (1.48%) Management Information System
10 2 (1.48%) User Experience
10 2 (1.48%) Wiki
11 1 (0.74%) Blog
Operating Systems
1 83 (61.48%) Linux
2 33 (24.44%) Android
3 25 (18.52%) CentOS
4 20 (14.81%) Apple iOS
5 17 (12.59%) Red Hat Enterprise Linux
5 17 (12.59%) Solaris
5 17 (12.59%) Windows
6 12 (8.89%) Windows Server
6 12 (8.89%) Windows Server 2008
6 12 (8.89%) Windows Server 2012
7 9 (6.67%) Unix
8 5 (3.70%) Mac OS
8 5 (3.70%) Mac OS X
9 2 (1.48%) Amazon Linux
9 2 (1.48%) Ubuntu
9 2 (1.48%) VMS
10 1 (0.74%) Fedora
Processes & Methodologies
1 74 (54.81%) DevOps
2 55 (40.74%) Agile Software Development
3 40 (29.63%) Continuous Integration
4 39 (28.89%) Software Engineering
5 38 (28.15%) Integration Testing
6 36 (26.67%) Machine Learning
7 31 (22.96%) TDD
8 28 (20.74%) Continuous Delivery
8 28 (20.74%) E-Commerce
9 27 (20.00%) Software Architecture
10 26 (19.26%) Microservices
11 19 (14.07%) Cryptography
11 19 (14.07%) DDoS Mitigation
11 19 (14.07%) ERD
11 19 (14.07%) Wireframes
12 17 (12.59%) High Availability
13 16 (11.85%) Configuration Management
14 15 (11.11%) Open Source
14 15 (11.11%) Release Management
15 14 (10.37%) Project Management
Programming Languages
1 95 (70.37%) Python
2 59 (43.70%) Java
3 49 (36.30%) JavaScript
4 44 (32.59%) SQL
5 26 (19.26%) Bash Shell
5 26 (19.26%) Scala
6 20 (14.81%) Ruby
7 17 (12.59%) C++
7 17 (12.59%) Perl
8 16 (11.85%) PHP
9 14 (10.37%) PowerShell
10 7 (5.19%) C#
11 5 (3.70%) Shell Script
12 4 (2.96%) TypeScript
13 3 (2.22%) C
13 3 (2.22%) Go
14 2 (1.48%) Julia
14 2 (1.48%) Kotlin
14 2 (1.48%) MATLAB
15 1 (0.74%) VB
Qualifications
1 18 (13.33%) Degree
2 9 (6.67%) Computer Science Degree
3 5 (3.70%) CCNA
3 5 (3.70%) Cisco Certification
Quality Assurance & Compliance
1 19 (14.07%) PCI DSS
2 10 (7.41%) QA
3 2 (1.48%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (0.74%) GCP
System Software
1 14 (10.37%) VMware Infrastructure
2 12 (8.89%) Samba
2 12 (8.89%) VirtualBox
3 10 (7.41%) LXC
4 7 (5.19%) KVM
4 7 (5.19%) QEMU
5 5 (3.70%) Xen
6 2 (1.48%) Ceph
6 2 (1.48%) Varnish
6 2 (1.48%) Virtual Machines
7 1 (0.74%) Apache ZooKeeper
Systems Management
1 53 (39.26%) Ansible
2 49 (36.30%) Puppet
3 32 (23.70%) Opscode Chef
4 30 (22.22%) Kubernetes
5 13 (9.63%) Nagios
6 12 (8.89%) Rancher
6 12 (8.89%) Sysdig
6 12 (8.89%) vRealize
7 10 (7.41%) Grafana
8 9 (6.67%) Terraform
9 5 (3.70%) Graphite
9 5 (3.70%) Graylog
9 5 (3.70%) Kibana
9 5 (3.70%) logstash
9 5 (3.70%) Munin
9 5 (3.70%) Salt
9 5 (3.70%) ZABBIX
10 3 (2.22%) Docker Swarm
11 2 (1.48%) Prometheus
11 2 (1.48%) yum
Vendors
1 38 (28.15%) WorldPay
2 19 (14.07%) Splunk
3 14 (10.37%) VMware
4 12 (8.89%) AppDynamics
4 12 (8.89%) BMC
4 12 (8.89%) Cisco
4 12 (8.89%) HP
4 12 (8.89%) IBM
4 12 (8.89%) Intel
4 12 (8.89%) New Relic
4 12 (8.89%) Oracle
4 12 (8.89%) Red Hat
4 12 (8.89%) ServiceNow
5 4 (2.96%) SaltStack
6 3 (2.22%) Microsoft
7 2 (1.48%) Veeam
8 1 (0.74%) Xamarin