Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Docker
Cambridgeshire > Cambridge
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 41 86 113
Rank change year-on-year +45 +27 +11
Permanent jobs citing Docker 125 101 36
As % of all permanent IT jobs advertised in Cambridge 6.21% 3.16% 1.56%
As % of the System Software category 37.43% 32.27% 12.59%
Number of salaries quoted 98 92 30
Cambridge median annual salary £55,000 £54,000 £51,250
Median salary % change year-on-year +1.85% +5.37% +1.49%
10th Percentile £39,429 £40,000 £32,500
90th Percentile £70,000 £71,250 £60,250
Cambridgeshire median annual salary £55,000 £55,000 £55,000

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 334 313 286
As % of all permanent IT jobs advertised in Cambridge 16.59% 9.78% 12.41%
Number of salaries quoted 258 238 252
Cambridge median annual salary £53,916 £50,000 £40,000
Median salary % change year-on-year +7.83% +25.00% -1.23%
10th Percentile £27,500 £25,500 £26,250
90th Percentile £70,750 £75,000 £57,500
Cambridgeshire median annual salary £47,500 £47,500 £40,000
% change year-on-year - +18.75% -

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 12 December 2018.

Salary histogram for Docker in Cambridge

For the 6 months to 12 December 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 86 (68.80%) Agile Software Development
2 69 (55.20%) Python
2 69 (55.20%) Ansible
3 68 (54.40%) DevOps
4 63 (50.40%) Kubernetes
4 63 (50.40%) Amazon AWS
5 53 (42.40%) Linux
6 50 (40.00%) Java
7 41 (32.80%) Git (software)
7 41 (32.80%) Degree
8 38 (30.40%) Software Engineering
9 37 (29.60%) TDD
10 36 (28.80%) Web Services
11 34 (27.20%) SQL
11 34 (27.20%) Computer Science
12 32 (25.60%) Jenkins
13 31 (24.80%) Continuous Integration
13 31 (24.80%) Continuous Delivery
14 30 (24.00%) Puppet
15 26 (20.80%) QA
15 26 (20.80%) Terraform
16 25 (20.00%) Scrum
17 23 (18.40%) JavaScript
18 22 (17.60%) Machine Learning
19 20 (16.00%) RESTful
20 18 (14.40%) Microsoft Azure
20 18 (14.40%) Finance
20 18 (14.40%) Artificial Intelligence
20 18 (14.40%) Spring
20 18 (14.40%) E-Commerce

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 16 (12.80%) OpenStack
2 9 (7.20%) Elasticsearch
3 5 (4.00%) Apache
3 5 (4.00%) JBoss
3 5 (4.00%) WebLogic
3 5 (4.00%) WildFly
4 4 (3.20%) IIS
4 4 (3.20%) nginx
4 4 (3.20%) WordPress
5 2 (1.60%) Cloud Foundry
6 1 (0.80%) Apache Spark
6 1 (0.80%) Drupal
6 1 (0.80%) SAS
Applications
1 1 (0.80%) SPSS
Business Applications
1 18 (14.40%) Payment Gateway
2 2 (1.60%) Odoo
Cloud Services
1 63 (50.40%) Amazon AWS
2 18 (14.40%) Microsoft Azure
2 18 (14.40%) OpenShift
3 15 (12.00%) Cloud Computing
4 4 (3.20%) Amazon EC2
4 4 (3.20%) Amazon S3
5 2 (1.60%) Amazon ELB
5 2 (1.60%) Virtual Private Cloud
6 1 (0.80%) AWS CloudFormation
6 1 (0.80%) AWS Elastic Beanstalk
6 1 (0.80%) CloudFront
6 1 (0.80%) Google Cloud Platform
6 1 (0.80%) SaaS
6 1 (0.80%) Yarn
Communications & Networking
1 4 (3.20%) Internet
1 4 (3.20%) IPv4
1 4 (3.20%) IPv6
2 2 (1.60%) HTTP
2 2 (1.60%) SNMP
3 1 (0.80%) DNS
3 1 (0.80%) SMS
3 1 (0.80%) SSL
Database & Business Intelligence
1 16 (12.80%) Apache Cassandra
2 15 (12.00%) Amazon RDS
3 14 (11.20%) PostgreSQL
4 11 (8.80%) NoSQL
5 10 (8.00%) SQL Server
6 9 (7.20%) Couchbase
7 7 (5.60%) HBase
8 6 (4.80%) MongoDB
9 5 (4.00%) MariaDB
10 3 (2.40%) MySQL
10 3 (2.40%) Neo4j
11 2 (1.60%) Amazon Redshift
11 2 (1.60%) Big Data
12 1 (0.80%) Amazon Athena
12 1 (0.80%) Amazon QuickSight
12 1 (0.80%) InfluxDB
12 1 (0.80%) Power BI
12 1 (0.80%) Redis
12 1 (0.80%) Relational Database
12 1 (0.80%) SQL Server Reporting Services
Development Applications
1 41 (32.80%) Git (software)
2 32 (25.60%) Jenkins
3 16 (12.80%) Gradle
4 13 (10.40%) Maven
5 9 (7.20%) Vagrant
6 8 (6.40%) TeamCity
7 7 (5.60%) Mercurial
7 7 (5.60%) Subversion
8 3 (2.40%) Hudson
9 2 (1.60%) Atlassian Bamboo
9 2 (1.60%) Clang
9 2 (1.60%) CMake
9 2 (1.60%) Cucumber
9 2 (1.60%) GitLab
9 2 (1.60%) JUnit
9 2 (1.60%) Travis CI
10 1 (0.80%) Bugzilla
10 1 (0.80%) Codeception
10 1 (0.80%) VisualVM
10 1 (0.80%) webpack
General
1 18 (14.40%) Finance
2 10 (8.00%) Manufacturing
2 10 (8.00%) Marketing
3 9 (7.20%) Electronics
4 8 (6.40%) Telecoms
5 2 (1.60%) Law
5 2 (1.60%) Retail
6 1 (0.80%) Military
Job Titles
1 53 (42.40%) Developer
2 29 (23.20%) Software Developer
3 26 (20.80%) DevOps Engineer
4 24 (19.20%) Java Developer
5 21 (16.80%) Software Engineer
6 20 (16.00%) Java Engineer
7 15 (12.00%) Linux Engineer
8 14 (11.20%) Java Software Engineer
8 14 (11.20%) Lead Developer
9 11 (8.80%) Cloud Engineer
9 11 (8.80%) Java Software Developer
9 11 (8.80%) Lead Software Developer
10 9 (7.20%) Linux/Unix DevOps
10 9 (7.20%) Python Engineer
11 8 (6.40%) AWS Developer
11 8 (6.40%) AWS Engineer
11 8 (6.40%) AWS Software Engineer
11 8 (6.40%) Integration Engineer
11 8 (6.40%) Java Scala Developer
11 8 (6.40%) Scala Developer
Libraries, Frameworks & Software Standards
1 36 (28.80%) Web Services
2 20 (16.00%) RESTful
3 18 (14.40%) Spring
4 17 (13.60%) Spring Boot
5 15 (12.00%) Akka
5 15 (12.00%) Play Framework
6 13 (10.40%) CSS
7 12 (9.60%) HTML
7 12 (9.60%) React
8 10 (8.00%) .NET
8 10 (8.00%) HTML5
9 9 (7.20%) AngularJS
9 9 (7.20%) ASP.NET
9 9 (7.20%) ASP.NET Core
9 9 (7.20%) ASP.NET Web API
9 9 (7.20%) CSS3
9 9 (7.20%) Redux
9 9 (7.20%) Twitter Bootstrap
10 7 (5.60%) JSON
11 5 (4.00%) REST
Miscellaneous
1 15 (12.00%) Hybrid Cloud
2 11 (8.80%) Greenfield Project
2 11 (8.80%) Public Cloud
3 10 (8.00%) Blog
4 8 (6.40%) Cloud Native
4 8 (6.40%) Life Science
5 7 (5.60%) Data Structures
6 6 (4.80%) Algorithms
7 4 (3.20%) Data Centre
7 4 (3.20%) Enterprise Software
7 4 (3.20%) Internet of Things
7 4 (3.20%) Management Information System
8 2 (1.60%) Enterprise Cloud
8 2 (1.60%) Self-Motivation
8 2 (1.60%) Smart City
9 1 (0.80%) Analytical Skills
9 1 (0.80%) Fintech
9 1 (0.80%) Mobile App
9 1 (0.80%) PKI
9 1 (0.80%) Raspberry Pi
Operating Systems
1 53 (42.40%) Linux
2 11 (8.80%) Unix
3 10 (8.00%) Windows
4 6 (4.80%) CentOS
5 4 (3.20%) Fedora
6 2 (1.60%) Android
6 2 (1.60%) Apple iOS
7 1 (0.80%) Debian
7 1 (0.80%) Red Hat Enterprise Linux
7 1 (0.80%) Windows Server
Processes & Methodologies
1 86 (68.80%) Agile Software Development
2 68 (54.40%) DevOps
3 38 (30.40%) Software Engineering
4 37 (29.60%) TDD
5 34 (27.20%) Computer Science
6 31 (24.80%) Continuous Delivery
6 31 (24.80%) Continuous Integration
7 25 (20.00%) Scrum
8 22 (17.60%) Machine Learning
9 18 (14.40%) Artificial Intelligence
9 18 (14.40%) E-Commerce
9 18 (14.40%) Technical Debt
10 17 (13.60%) Microservices
11 16 (12.80%) Configuration Management
11 16 (12.80%) Mathematics
12 15 (12.00%) API Design
12 15 (12.00%) Integration Testing
12 15 (12.00%) Software Architecture
13 14 (11.20%) BDD
14 12 (9.60%) Test Automation
Programming Languages
1 69 (55.20%) Python
2 50 (40.00%) Java
3 34 (27.20%) SQL
4 23 (18.40%) JavaScript
5 15 (12.00%) Scala
6 12 (9.60%) Go
7 11 (8.80%) C#
8 10 (8.00%) Shell Script
9 9 (7.20%) C++
9 9 (7.20%) T-SQL
10 8 (6.40%) Ruby
11 6 (4.80%) Java 8
11 6 (4.80%) PowerShell
12 3 (2.40%) Kotlin
12 3 (2.40%) PHP
13 2 (1.60%) Bash Shell
13 2 (1.60%) ES6
13 2 (1.60%) Perl
14 1 (0.80%) R
14 1 (0.80%) TypeScript
Qualifications
1 41 (32.80%) Degree
2 14 (11.20%) Computer Science Degree
3 3 (2.40%) AWS Certification
4 1 (0.80%) Master's Degree
Quality Assurance & Compliance
1 26 (20.80%) QA
2 1 (0.80%) GDPR
System Software
1 9 (7.20%) VMware Infrastructure
2 3 (2.40%) Virtual Machines
3 2 (1.60%) Active Directory
3 2 (1.60%) KVM
4 1 (0.80%) Apache ZooKeeper
4 1 (0.80%) Hyper-V
4 1 (0.80%) QEMU
4 1 (0.80%) Shibboleth
4 1 (0.80%) VirtualBox
4 1 (0.80%) Xen
Systems Management
1 69 (55.20%) Ansible
2 63 (50.40%) Kubernetes
3 30 (24.00%) Puppet
4 26 (20.80%) Terraform
5 8 (6.40%) Consul
5 8 (6.40%) Opscode Chef
5 8 (6.40%) Packer
6 7 (5.60%) Docker Swarm
6 7 (5.60%) Prometheus
7 4 (3.20%) HAProxy
7 4 (3.20%) Icinga
8 2 (1.60%) Salt
9 1 (0.80%) Grafana
9 1 (0.80%) Munin
9 1 (0.80%) Single Sign-On
9 1 (0.80%) ZABBIX
Vendors
1 18 (14.40%) WorldPay
2 9 (7.20%) VMware
3 8 (6.40%) SAP
4 7 (5.60%) Microsoft
4 7 (5.60%) Splunk
5 1 (0.80%) Cognos
5 1 (0.80%) Google
5 1 (0.80%) Oracle
5 1 (0.80%) Perforce
5 1 (0.80%) Red Hat
5 1 (0.80%) Tableau