The following table provides summary statistics for permanent job vacancies advertised in Warwick with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Python
Warwickshire / Warwick
Rank 23 46 32
Rank change year-on-year +23 -14  
Permanent jobs citing Python 12 26 14
As % of all permanent IT jobs advertised in Warwick 6.78% 7.65% 5.28%
As % of the Programming Languages category 12.63% 11.30% 8.64%
Number of salaries quoted 7 12 14
Median salary £50,000 £57,500 £52,500
Median salary % change year-on-year -13.04% +9.52%  
UK excluding London median salary £45,000 £45,000 £45,000

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warwick with a requirement for programming language skills.

Programming Language Skills
Warwick
Permanent job vacancies with a requirement for programming language skills 95 230 162
As % of all permanent IT job vacancies advertised in Warwick 53.67% 67.65% 61.13%
Number of salaries quoted 63 138 155
Median salary £42,500 £50,000 £45,000
Median salary % change year-on-year -15.00% +11.11%  
90% offered a salary of more than £25,000 £30,000 £25,000
10% offered a salary of more than £52,500 £57,500 £57,500
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

Python
Job Vacancy Trend in Warwick

The job posting trend of jobs advertised in Warwick citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Warwick

Python
Salary Trend in Warwick

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

Salary trend for Python in Warwick

Python
Top 30 Related IT Skills in Warwick

For the 6 months to 26 March 2017, IT jobs citing Python 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 Warwick region with a requirement for Python.

1 37 (78.72%) Agile Software Development
2 34 (72.34%) Linux
3 32 (68.09%) Bash Shell
4 30 (63.83%) Apache Cassandra
4 30 (63.83%) JavaScript
5 28 (59.57%) HTML
5 28 (59.57%) Java
6 25 (53.19%) Web Services
6 25 (53.19%) Ruby
6 25 (53.19%) Ubuntu
6 25 (53.19%) Continuous Integration
6 25 (53.19%) CentOS
6 25 (53.19%) Git (software)
6 25 (53.19%) RESTful
6 25 (53.19%) Docker
6 25 (53.19%) Microservices
6 25 (53.19%) DevOps
6 25 (53.19%) Continuous Delivery
7 23 (48.94%) Analytical Skills
8 22 (46.81%) HornetQ
8 22 (46.81%) Puppet
9 20 (42.55%) Software Engineering
10 18 (38.30%) Automated Testing
11 16 (34.04%) Amazon AWS
12 15 (31.91%) Scala
12 15 (31.91%) Groovy
12 15 (31.91%) VMware Infrastructure
12 15 (31.91%) VirtualBox
12 15 (31.91%) Node.js
12 15 (31.91%) Kafka

Python
Top Related IT Skills in Warwick 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 7 (14.89%) Apache
1 7 (14.89%) GlassFish
1 7 (14.89%) JBoss
1 7 (14.89%) Tomcat
Cloud Services
1 16 (34.04%) Amazon AWS
2 15 (31.91%) AWS CloudFormation
3 1 (2.13%) Google App Engine
3 1 (2.13%) Google Cloud Platform
3 1 (2.13%) Microsoft Azure
Communications & Networking
1 5 (10.64%) Bluetooth
2 4 (8.51%) Wireless
2 4 (8.51%) ZigBee
3 1 (2.13%) Wi-Fi
Database & Business Intelligence
1 30 (63.83%) Apache Cassandra
2 1 (2.13%) BusinessObjects
2 1 (2.13%) BusinessObjects XI
2 1 (2.13%) DataStage
2 1 (2.13%) IBM InfoSphere
2 1 (2.13%) PostgreSQL
Development Applications
1 25 (53.19%) Git (software)
2 15 (31.91%) Vagrant
3 7 (14.89%) Jenkins
3 7 (14.89%) Mercurial
4 5 (10.64%) JIRA
4 5 (10.64%) Subversion
5 4 (8.51%) Hudson
6 2 (4.26%) Jasmine
6 2 (4.26%) Karma Test Runner
7 1 (2.13%) Robot Framework
7 1 (2.13%) Selenium
7 1 (2.13%) WebDriver
General
1 12 (25.53%) Billing
2 4 (8.51%) Electronics
Job Titles
1 25 (53.19%) DevOps Engineer
2 23 (48.94%) Senior DevOps
2 23 (48.94%) Senior DevOps Engineer
3 7 (14.89%) Software Engineer
4 6 (12.77%) Support Engineer
5 4 (8.51%) Applications Engineer
5 4 (8.51%) Embedded Engineer
5 4 (8.51%) Embedded Software Engineer
5 4 (8.51%) Tester
6 3 (6.38%) Applications Support
6 3 (6.38%) Applications Support Engineer
6 3 (6.38%) Developer
6 3 (6.38%) Java Engineer
6 3 (6.38%) Linux Engineer
6 3 (6.38%) Linux Support
6 3 (6.38%) Linux Support Engineer
7 2 (4.26%) Automation Tester
7 2 (4.26%) Java Server Engineer
7 2 (4.26%) Principal Engineer
7 2 (4.26%) Server Engineer
Libraries, Frameworks & Software Standards
1 28 (59.57%) HTML
2 25 (53.19%) RESTful
2 25 (53.19%) Web Services
3 22 (46.81%) HornetQ
4 15 (31.91%) ActiveMQ
4 15 (31.91%) JMS
4 15 (31.91%) Kafka
4 15 (31.91%) Node.js
5 4 (8.51%) Middleware
5 4 (8.51%) X-Windows
6 3 (6.38%) CSS
6 3 (6.38%) Django
7 2 (4.26%) AngularJS
7 2 (4.26%) CSS3
7 2 (4.26%) HTML5
7 2 (4.26%) jQuery
8 1 (2.13%) Express
8 1 (2.13%) React
8 1 (2.13%) REST
Miscellaneous
1 23 (48.94%) Analytical Skills
2 12 (25.53%) Smart Meter
3 5 (10.64%) Mobile App
4 4 (8.51%) Embedded Systems
5 1 (2.13%) Data Structures
Operating Systems
1 34 (72.34%) Linux
2 25 (53.19%) CentOS
2 25 (53.19%) Ubuntu
3 4 (8.51%) Mac OS X
3 4 (8.51%) Windows
4 1 (2.13%) Android
4 1 (2.13%) Apple iOS
Processes & Methodologies
1 37 (78.72%) Agile Software Development
2 25 (53.19%) Continuous Delivery
2 25 (53.19%) Continuous Integration
2 25 (53.19%) DevOps
2 25 (53.19%) Microservices
3 20 (42.55%) Software Engineering
4 18 (38.30%) Automated Testing
5 15 (31.91%) Configuration Management
5 15 (31.91%) Scrum
6 12 (25.53%) Software Delivery
7 4 (8.51%) Automation Testing
7 4 (8.51%) Test Scripting
8 3 (6.38%) Regression Testing
8 3 (6.38%) Software Testing
9 2 (4.26%) Analytics
9 2 (4.26%) Kanban
9 2 (4.26%) Web Development
10 1 (2.13%) Manual Testing
10 1 (2.13%) Process Improvement
10 1 (2.13%) Visualisation
Programming Languages
1 32 (68.09%) Bash Shell
2 30 (63.83%) JavaScript
3 28 (59.57%) Java
4 25 (53.19%) Ruby
5 15 (31.91%) Groovy
5 15 (31.91%) Scala
6 11 (23.40%) C++
7 7 (14.89%) C
7 7 (14.89%) PHP
8 5 (10.64%) C#
9 1 (2.13%) Objective-C
9 1 (2.13%) R
9 1 (2.13%) SQL
9 1 (2.13%) VBA
Qualifications
1 5 (10.64%) Degree
2 1 (2.13%) ISTQB
System Software
1 25 (53.19%) Docker
2 15 (31.91%) VirtualBox
2 15 (31.91%) VMware Infrastructure
Systems Management
1 22 (46.81%) Puppet
2 15 (31.91%) Consul
2 15 (31.91%) Docker Swarm
2 15 (31.91%) Kubernetes
2 15 (31.91%) Mesos
2 15 (31.91%) Nagios
2 15 (31.91%) StatsD
2 15 (31.91%) Terraform
Vendors
1 15 (31.91%) New Relic
1 15 (31.91%) VMware
2 2 (4.26%) Oracle
3 1 (2.13%) Google
3 1 (2.13%) IBM
3 1 (2.13%) Tableau