Period
to 23 January 2020

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Docker skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Docker over the 6 months to 23 January 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Docker
East of England > Cambridgeshire
6 months to
23 Jan 2020
Same period 2019 Same period 2018
Rank 33 37 15
Rank change year-on-year +4 -22 +37
Contract jobs citing Docker 57 46 110
As % of all contract IT jobs advertised in Cambridgeshire 5.38% 4.31% 8.47%
As % of the System Software category 26.89% 30.67% 52.88%
Number of daily rates quoted 45 23 34
Cambridgeshire median daily rate £525 £500 £500
Median daily rate % change year-on-year +5.00% - -
10th Percentile £358 £415 £288
90th Percentile £633 £625 £571
East of England median daily rate £513 £503 £500
% change year-on-year +1.99% +0.50% -6.10%
Number of hourly rates quoted 0 0 1
Cambridgeshire median hourly rate - - £40.00
East of England median hourly rate - - £40.00

Docker is in the System Software category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for system software skills.

All System Software Skills
Cambridgeshire
Contract vacancies with a requirement for system software skills 212 150 208
As % of all contract IT jobs advertised in Cambridgeshire 20.02% 14.06% 16.01%
Number of daily rates quoted 144 66 66
Cambridgeshire median daily rate £400 £400 £400
10th Percentile £204 £123 £144
90th Percentile £625 £594 £550
East of England median daily rate £400 £400 £358
% change year-on-year - +11.89% +5.15%
Number of hourly rates quoted 30 17 22
Cambridgeshire median hourly rate £19.25 £17.50 £40.75
Median hourly rate % change year-on-year +10.00% -57.06% +181.03%
10th Percentile £11.40 £16.40 £13.45
90th Percentile £47.50 £43.75 £52.38
East of England median hourly rate £17.75 £17.50 £16.57
% change year-on-year +1.43% +5.64% +0.39%

Docker
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Docker in Cambridgeshire

Docker
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Docker in Cambridgeshire.

Contractor daily rate trend for Docker in Cambridgeshire

Docker
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Docker in Cambridgeshire over the 6 months to 23 January 2020.

Contractor daily rate histogram for Docker in Cambridgeshire

Docker
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Docker within the Cambridgeshire region over the 6 months to 23 January 2020. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +6 46 £500 - 67
Huntingdon - 1 £630 - 1
Docker
East of England

For the 6 months to 23 January 2020, IT contractor 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 contract job ads across the Cambridgeshire region with a requirement for Docker.

1 34 (59.65%) Python
2 30 (52.63%) Kubernetes
3 28 (49.12%) DevOps
3 28 (49.12%) AWS
4 18 (31.58%) Microservices
5 16 (28.07%) Agile Software Development
6 15 (26.32%) SQL
6 15 (26.32%) Git (software)
6 15 (26.32%) Serverless
6 15 (26.32%) Data Science
7 14 (24.56%) Terraform
7 14 (24.56%) Machine Learning
8 13 (22.81%) R
8 13 (22.81%) Linux
9 12 (21.05%) JavaScript
9 12 (21.05%) Node.js
9 12 (21.05%) Test Automation
10 11 (19.30%) Software Engineering
10 11 (19.30%) AWS Lambda
11 10 (17.54%) Infrastructure as Code
11 10 (17.54%) C#
11 10 (17.54%) Java
11 10 (17.54%) Web Services
11 10 (17.54%) Scrum
12 9 (15.79%) PostgreSQL
12 9 (15.79%) Continuous Integration
12 9 (15.79%) Algorithms
13 8 (14.04%) React
13 8 (14.04%) Jupyter
13 8 (14.04%) TypeScript

Docker
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 8 (14.04%) Jupyter
2 4 (7.02%) Apache Spark
2 4 (7.02%) Elasticsearch
3 3 (5.26%) nginx
3 3 (5.26%) OpenStack
4 2 (3.51%) SAS
5 1 (1.75%) Confluence
Business Applications
1 1 (1.75%) NetSuite
Cloud Services
1 28 (49.12%) AWS
2 15 (26.32%) Serverless
3 11 (19.30%) AWS Lambda
4 8 (14.04%) Amazon EC2
4 8 (14.04%) Azure
5 5 (8.77%) Amazon S3
5 5 (8.77%) GCP
5 5 (8.77%) SaaS
6 4 (7.02%) AWS CloudFormation
6 4 (7.02%) AWS Elastic Beanstalk
6 4 (7.02%) Cloud Computing
7 3 (5.26%) Amazon ECS
7 3 (5.26%) Amazon EMR
7 3 (5.26%) Amazon SQS
7 3 (5.26%) PaaS
8 2 (3.51%) Amazon ELB
8 2 (3.51%) Amazon SageMaker
8 2 (3.51%) AWS Step Functions
8 2 (3.51%) IaaS
8 2 (3.51%) Loggly
Communications & Networking
1 3 (5.26%) HTTP
2 2 (3.51%) VPN
3 1 (1.75%) Firewall
Database & Business Intelligence
1 9 (15.79%) PostgreSQL
2 6 (10.53%) Amazon RDS
2 6 (10.53%) Hadoop
3 3 (5.26%) Amazon Athena
3 3 (5.26%) Amazon Redshift
3 3 (5.26%) MySQL
3 3 (5.26%) Relational Database
4 2 (3.51%) Amazon DynamoDB
4 2 (3.51%) BigQuery
4 2 (3.51%) SAP HANA
5 1 (1.75%) Amazon Aurora
5 1 (1.75%) Apache Hive
5 1 (1.75%) Electronic Patient Records
5 1 (1.75%) MongoDB
5 1 (1.75%) NoSQL
5 1 (1.75%) Oracle BI EE
5 1 (1.75%) Power BI
5 1 (1.75%) Spotfire
5 1 (1.75%) SQL Server
5 1 (1.75%) Star Schema
Development Applications
1 15 (26.32%) Git (software)
2 7 (12.28%) Jenkins
3 5 (8.77%) Bitbucket
3 5 (8.77%) Vagrant
4 4 (7.02%) GitLab
5 3 (5.26%) Artifactory
5 3 (5.26%) Mocha
5 3 (5.26%) Selenium
5 3 (5.26%) TeamCity
5 3 (5.26%) webpack
6 2 (3.51%) Gerrit
6 2 (3.51%) Octopus Deploy
6 2 (3.51%) Robot Framework
6 2 (3.51%) Sonatype Nexus
6 2 (3.51%) Travis CI
7 1 (1.75%) Buildbot
7 1 (1.75%) JIRA
7 1 (1.75%) SonarQube
7 1 (1.75%) Team Foundation Server
7 1 (1.75%) Visual Studio Team System
General
1 3 (5.26%) Publishing
2 2 (3.51%) Pharmaceutical
2 2 (3.51%) Retail
Job Titles
1 21 (36.84%) Developer
2 19 (33.33%) DevOps Engineer
3 8 (14.04%) Python Developer
4 7 (12.28%) Data Engineer
5 6 (10.53%) AWS Developer
5 6 (10.53%) Data Scientist
6 5 (8.77%) .NET Developer
6 5 (8.77%) C# .NET Developer
6 5 (8.77%) C# Developer
6 5 (8.77%) Machine Learning Scientist
7 4 (7.02%) Front End Developer (Client-Side Developer)
7 4 (7.02%) Machine Learning Engineer
7 4 (7.02%) React Developer
8 3 (5.26%) Cloud Developer
8 3 (5.26%) Lead DevOps
8 3 (5.26%) Lead DevOps Engineer
8 3 (5.26%) Node.js Developer
8 3 (5.26%) Senior DevOps
8 3 (5.26%) Senior DevOps Engineer
8 3 (5.26%) Software Developer
Libraries, Frameworks & Software Standards
1 12 (21.05%) Node.js
2 10 (17.54%) Web Services
3 8 (14.04%) .NET
3 8 (14.04%) React
4 6 (10.53%) Flask
4 6 (10.53%) Pandas
5 4 (7.02%) ASP.NET
5 4 (7.02%) ASP.NET Core
6 3 (5.26%) .NET Core
6 3 (5.26%) Django
6 3 (5.26%) Express
6 3 (5.26%) GraphQL
6 3 (5.26%) JSON
6 3 (5.26%) REST
6 3 (5.26%) Sass
6 3 (5.26%) YAML
7 2 (3.51%) AngularJS
7 2 (3.51%) boto
7 2 (3.51%) React Native
7 2 (3.51%) Spring Boot
Miscellaneous
1 9 (15.79%) Algorithms
2 7 (12.28%) Analytical Skills
3 4 (7.02%) Enterprise Software
4 3 (5.26%) Greenfield Project
4 3 (5.26%) Life Science
4 3 (5.26%) Linux Command Line
4 3 (5.26%) Self-Motivation
5 2 (3.51%) Biotechnology
5 2 (3.51%) Virtual Team
6 1 (1.75%) CUDA
6 1 (1.75%) Data Structures
6 1 (1.75%) Private Cloud
Operating Systems
1 13 (22.81%) Linux
2 4 (7.02%) Windows
3 2 (3.51%) Android
3 2 (3.51%) Apple iOS
4 1 (1.75%) CentOS
4 1 (1.75%) Debian
4 1 (1.75%) FreeBSD
4 1 (1.75%) Ubuntu
4 1 (1.75%) Unix
4 1 (1.75%) VMS
Processes & Methodologies
1 28 (49.12%) DevOps
2 18 (31.58%) Microservices
3 16 (28.07%) Agile Software Development
4 15 (26.32%) Data Science
5 14 (24.56%) Machine Learning
6 12 (21.05%) Test Automation
7 11 (19.30%) Software Engineering
8 10 (17.54%) Infrastructure as Code
8 10 (17.54%) Scrum
9 9 (15.79%) Continuous Integration
10 7 (12.28%) TDD
11 6 (10.53%) Analytics
11 6 (10.53%) Computer Science
11 6 (10.53%) OOP
11 6 (10.53%) Statistical Analysis
12 5 (8.77%) Artificial Intelligence
13 4 (7.02%) Business Analysis
13 4 (7.02%) ETL
13 4 (7.02%) Mathematics
13 4 (7.02%) Refactoring
Programming Languages
1 34 (59.65%) Python
2 15 (26.32%) SQL
3 13 (22.81%) R
4 12 (21.05%) JavaScript
5 10 (17.54%) C#
5 10 (17.54%) Java
6 8 (14.04%) TypeScript
7 3 (5.26%) Bash Shell
8 2 (3.51%) Go
8 2 (3.51%) Perl
9 1 (1.75%) PowerShell
9 1 (1.75%) Shell Script
Qualifications
1 6 (10.53%) Degree
2 4 (7.02%) DV Cleared
2 4 (7.02%) Security Cleared
3 3 (5.26%) PhD
4 2 (3.51%) AWS Certification
5 1 (1.75%) Computer Science Degree
5 1 (1.75%) Numerate Degree
Quality Assurance & Compliance
1 4 (7.02%) GxP
1 4 (7.02%) Sarbanes-Oxley
System Software
1 3 (5.26%) Virtual Machines
2 2 (3.51%) Active Directory
3 1 (1.75%) VMware ESXi
Systems Management
1 30 (52.63%) Kubernetes
2 14 (24.56%) Terraform
3 5 (8.77%) Ansible
3 5 (8.77%) Puppet
4 4 (7.02%) Opscode Chef
5 2 (3.51%) Docker Swarm
6 1 (1.75%) Grafana
6 1 (1.75%) Kibana
6 1 (1.75%) Knative
6 1 (1.75%) Rancher
Vendors
1 5 (8.77%) Google
2 4 (7.02%) Tableau
3 3 (5.26%) New Relic
4 2 (3.51%) SAP
5 1 (1.75%) Coverity
5 1 (1.75%) JD Edwards
5 1 (1.75%) MicroStrategy
5 1 (1.75%) Red Hat
5 1 (1.75%) Splunk
5 1 (1.75%) Talend
5 1 (1.75%) VMware