Period
to 17 January 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 17 January 2018 with a comparison to the same period in the previous 2 years.

Docker
Cambridgeshire > Cambridge
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 101 113 127
Rank change year-on-year +12 +14 +47
Permanent jobs citing Docker 83 33 44
As % of all permanent IT jobs advertised in Cambridge 2.64% 1.47% 1.53%
As % of the System Software category 28.72% 12.27% 14.62%
Number of salaries quoted 70 30 36
Cambridge median annual salary £54,000 £50,000 £50,250
Median salary % change year-on-year +8.00% -0.50% -8.64%
10th Percentile £40,450 £32,500 £33,250
90th Percentile £70,000 £60,250 £72,500
Cambridgeshire median annual salary £55,000 £52,500 £50,500
% change year-on-year +4.76% +3.96% -8.18%

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 289 269 301
As % of all permanent IT jobs advertised in Cambridge 9.18% 11.99% 10.44%
Number of salaries quoted 211 243 225
Cambridge median annual salary £50,000 £40,000 £40,000
Median salary % change year-on-year +25.00% - +6.67%
10th Percentile £24,500 £26,250 £25,600
90th Percentile £80,000 £57,500 £60,000
Cambridgeshire median annual salary £47,500 £40,000 £37,500
% change year-on-year +18.75% +6.67% -

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 17 January 2018.

Salary histogram for Docker in Cambridge

For the 6 months to 17 January 2018, IT jobs citing Docker also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for Docker.

1 68 (81.93%) Python
2 63 (75.90%) Amazon AWS
3 50 (60.24%) Java
4 38 (45.78%) DevOps
5 35 (42.17%) Agile Software Development
6 33 (39.76%) Git (software)
7 32 (38.55%) Linux
8 30 (36.14%) Web Services
8 30 (36.14%) Microsoft Azure
8 30 (36.14%) Jenkins
9 28 (33.73%) Degree
9 28 (33.73%) Computer Science
9 28 (33.73%) JavaScript
10 27 (32.53%) MongoDB
11 25 (30.12%) Ansible
12 24 (28.92%) AngularJS
12 24 (28.92%) Puppet
12 24 (28.92%) NoSQL
12 24 (28.92%) Continuous Integration
13 22 (26.51%) OOP
14 20 (24.10%) Elasticsearch
15 19 (22.89%) Software Engineering
15 19 (22.89%) Kubernetes
16 18 (21.69%) TDD
16 18 (21.69%) Big Data
17 17 (20.48%) Opscode Chef
17 17 (20.48%) Cloud Computing
17 17 (20.48%) JSON
18 16 (19.28%) HBase
18 16 (19.28%) Data Structures

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 20 (24.10%) Elasticsearch
2 4 (4.82%) IIS
2 4 (4.82%) nginx
3 2 (2.41%) Apache
3 2 (2.41%) Apache Solr
3 2 (2.41%) Confluence
4 1 (1.20%) Apache Spark
4 1 (1.20%) OpenStack
Business Applications
1 6 (7.23%) Payment Gateway
Cloud Services
1 63 (75.90%) Amazon AWS
2 30 (36.14%) Microsoft Azure
3 17 (20.48%) Cloud Computing
4 8 (9.64%) Google Cloud Platform
5 7 (8.43%) GitHub
6 6 (7.23%) OpenShift
7 5 (6.02%) AWS CloudFormation
8 4 (4.82%) SaaS
9 3 (3.61%) Amazon CloudWatch
9 3 (3.61%) Amazon EC2
10 2 (2.41%) AWS Elastic Beanstalk
10 2 (2.41%) IaaS
11 1 (1.20%) Amazon Kinesis
11 1 (1.20%) Amazon S3
Communications & Networking
1 15 (18.07%) Internet
2 6 (7.23%) DNS
3 4 (4.82%) DHCP
3 4 (4.82%) OpenVPN
3 4 (4.82%) SMS
3 4 (4.82%) TCP/IP
4 3 (3.61%) Bluetooth
4 3 (3.61%) LDAP
4 3 (3.61%) ZigBee
5 2 (2.41%) AMQP
5 2 (2.41%) Firewall
5 2 (2.41%) HTTP
5 2 (2.41%) HTTPS
5 2 (2.41%) IPv6
5 2 (2.41%) Modbus
5 2 (2.41%) Network Security
5 2 (2.41%) VPN
5 2 (2.41%) Wi-Fi
6 1 (1.20%) MQTT
Database & Business Intelligence
1 27 (32.53%) MongoDB
2 24 (28.92%) NoSQL
3 18 (21.69%) Big Data
4 16 (19.28%) HBase
5 11 (13.25%) SQL Server
6 10 (12.05%) Apache Cassandra
7 9 (10.84%) PostgreSQL
8 5 (6.02%) MySQL
8 5 (6.02%) Redis
8 5 (6.02%) Relational Database
9 3 (3.61%) Hadoop
9 3 (3.61%) RDBMS
10 1 (1.20%) Amazon DynamoDB
10 1 (1.20%) Amazon RDS
Development Applications
1 33 (39.76%) Git (software)
2 30 (36.14%) Jenkins
3 13 (15.66%) Cucumber
4 9 (10.84%) JIRA
5 7 (8.43%) GitLab
5 7 (8.43%) Maven
5 7 (8.43%) Protractor
5 7 (8.43%) TeamCity
6 6 (7.23%) Appium
6 6 (7.23%) Sonatype Nexus
7 4 (4.82%) CircleCI
8 3 (3.61%) Selenium
9 2 (2.41%) GCC
9 2 (2.41%) git-flow
9 2 (2.41%) Mocha
10 1 (1.20%) AppVeyor
10 1 (1.20%) GoCD
10 1 (1.20%) Octopus Deploy
10 1 (1.20%) Vagrant
General
1 8 (9.64%) Finance
2 6 (7.23%) Games
3 4 (4.82%) Electronics
4 3 (3.61%) Pharmaceutical
5 1 (1.20%) Advertising
5 1 (1.20%) Manufacturing
5 1 (1.20%) Marketing
Job Titles
1 41 (49.40%) Developer
2 27 (32.53%) Java Developer
3 18 (21.69%) DevOps Engineer
4 13 (15.66%) Python Developer
5 9 (10.84%) Senior Developer
6 8 (9.64%) AWS Engineer
6 8 (9.64%) Cloud Engineer
7 7 (8.43%) Full Stack Developer
7 7 (8.43%) Linux Engineer
7 7 (8.43%) Senior Java Developer
7 7 (8.43%) Software Developer
8 6 (7.23%) AWS Developer
8 6 (7.23%) Cloud Developer
8 6 (7.23%) Software Engineer
8 6 (7.23%) Test Automation Engineer
8 6 (7.23%) Test Engineer
9 5 (6.02%) AWS DevOps
9 5 (6.02%) AWS DevOps Engineer
9 5 (6.02%) JavaScript Engineer
9 5 (6.02%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 30 (36.14%) Web Services
2 24 (28.92%) AngularJS
3 17 (20.48%) JSON
4 13 (15.66%) .NET
5 11 (13.25%) Node.js
5 11 (13.25%) React
6 8 (9.64%) RESTful
7 7 (8.43%) Flask
7 7 (8.43%) Spring
8 6 (7.23%) .NET Framework
8 6 (7.23%) Akka
8 6 (7.23%) RabbitMQ
9 5 (6.02%) ASP.NET
9 5 (6.02%) Twitter Bootstrap
10 4 (4.82%) CSS
10 4 (4.82%) Django
10 4 (4.82%) REST
11 3 (3.61%) NumPy
11 3 (3.61%) Pandas
11 3 (3.61%) SciPy
Miscellaneous
1 28 (33.73%) Computer Science
2 16 (19.28%) Data Structures
3 12 (14.46%) Mobile App
4 10 (12.05%) Algorithms
4 10 (12.05%) Fintech
4 10 (12.05%) Internet of Things
5 8 (9.64%) Private Cloud
6 6 (7.23%) Analytical Skills
6 6 (7.23%) Distributed Denial-of-Service
6 6 (7.23%) Online Games
7 5 (6.02%) Greenfield Project
8 4 (4.82%) Life Science
9 3 (3.61%) PKI
10 2 (2.41%) CAN bus
10 2 (2.41%) Data Centre
10 2 (2.41%) Device Driver
10 2 (2.41%) Raspberry Pi
10 2 (2.41%) Robotics
10 2 (2.41%) Video on Demand
11 1 (1.20%) Cyberthreat
Operating Systems
1 32 (38.55%) Linux
2 15 (18.07%) Android
3 14 (16.87%) Apple iOS
4 7 (8.43%) Ubuntu
5 6 (7.23%) Debian
6 5 (6.02%) CentOS
6 5 (6.02%) Unix
7 4 (4.82%) Red Hat Enterprise Linux
8 3 (3.61%) Embedded Linux
8 3 (3.61%) Windows
9 1 (1.20%) CoreOS
9 1 (1.20%) Mac OS
Processes & Methodologies
1 38 (45.78%) DevOps
2 35 (42.17%) Agile Software Development
3 24 (28.92%) Continuous Integration
4 22 (26.51%) OOP
5 19 (22.89%) Software Engineering
6 18 (21.69%) TDD
7 12 (14.46%) Continuous Delivery
7 12 (14.46%) Machine Learning
7 12 (14.46%) Scrum
8 10 (12.05%) OO
9 9 (10.84%) SDLC
10 8 (9.64%) Continuous Deployment
10 8 (9.64%) Software Architecture
10 8 (9.64%) Test Automation
11 7 (8.43%) E-Commerce
11 7 (8.43%) Unit Testing
11 7 (8.43%) Web Development
12 6 (7.23%) Configuration Management
12 6 (7.23%) Cryptography
12 6 (7.23%) Integration Testing
Programming Languages
1 68 (81.93%) Python
2 50 (60.24%) Java
3 28 (33.73%) JavaScript
4 15 (18.07%) Bash Shell
5 11 (13.25%) C#
6 9 (10.84%) Ruby
7 8 (9.64%) Scala
7 8 (9.64%) SQL
8 5 (6.02%) Apple Swift
8 5 (6.02%) C++
8 5 (6.02%) Objective-C
8 5 (6.02%) Perl
9 4 (4.82%) Shell Script
10 2 (2.41%) C
10 2 (2.41%) Embedded C
10 2 (2.41%) Embedded C++
11 1 (1.20%) Clojure
11 1 (1.20%) Erlang
11 1 (1.20%) Go
11 1 (1.20%) PHP
Qualifications
1 28 (33.73%) Degree
2 15 (18.07%) Computer Science Degree
3 2 (2.41%) CCNA
3 2 (2.41%) Cisco Certification
4 1 (1.20%) Numerate Degree
Quality Assurance & Compliance
1 6 (7.23%) PCI DSS
2 1 (1.20%) ISO/IEC 27001
System Software
1 4 (4.82%) NFS
2 2 (2.41%) Hyper-V
2 2 (2.41%) iptables
2 2 (2.41%) LXC
2 2 (2.41%) Samba
2 2 (2.41%) Virtual Machines
2 2 (2.41%) VMware ESXi
3 1 (1.20%) Apache ZooKeeper
Systems Management
1 25 (30.12%) Ansible
2 24 (28.92%) Puppet
3 19 (22.89%) Kubernetes
4 17 (20.48%) Opscode Chef
5 5 (6.02%) Terraform
6 4 (4.82%) Grafana
6 4 (4.82%) Munin
6 4 (4.82%) ZABBIX
7 3 (3.61%) Docker Swarm
7 3 (3.61%) logstash
7 3 (3.61%) Salt
8 2 (2.41%) Graphite
8 2 (2.41%) Graylog
8 2 (2.41%) Kibana
8 2 (2.41%) Nagios
9 1 (1.20%) Consul
9 1 (1.20%) Mesos
9 1 (1.20%) Prometheus
Vendors
1 8 (9.64%) Google
2 6 (7.23%) VMware
2 6 (7.23%) WorldPay
3 5 (6.02%) Xamarin
4 4 (4.82%) Microsoft
4 4 (4.82%) Red Hat
5 2 (2.41%) Oracle
5 2 (2.41%) SaltStack
5 2 (2.41%) Splunk
5 2 (2.41%) Wind River
6 1 (1.20%) Cisco
6 1 (1.20%) Rackspace