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 22 June 2017 with a comparison to the same period in the previous 2 years.

Python
Warwickshire / Warwick
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 37 18 40
Rank change year-on-year -19 +22  
Permanent jobs citing Python 5 48 3
As % of all permanent IT jobs advertised in Warwick 2.69% 16.16% 1.04%
As % of the Programming Languages category 3.65% 25.13% 1.60%
Number of salaries quoted 5 33 3
Median salary £40,000 £55,000 £32,500
Median salary % change year-on-year -27.27% +69.23%  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 137 191 187
As % of all permanent IT job vacancies advertised in Warwick 73.66% 64.31% 64.71%
Number of salaries quoted 129 109 177
Median salary £37,500 £50,000 £47,500
Median salary % change year-on-year -25.00% +5.26%  
90% offered a salary of more than £23,100 £28,500 £22,500
10% offered a salary of more than £52,500 £57,500 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

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

For the 6 months to 22 June 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 15 (75.00%) Java
1 15 (75.00%) Software Engineering
1 15 (75.00%) Test Automation
2 11 (55.00%) RESTful
2 11 (55.00%) Scala
2 11 (55.00%) Groovy
2 11 (55.00%) VMware Infrastructure
2 11 (55.00%) CentOS
2 11 (55.00%) Ruby
2 11 (55.00%) Ubuntu
2 11 (55.00%) Continuous Integration
2 11 (55.00%) Amazon AWS
2 11 (55.00%) Bash Shell
2 11 (55.00%) Puppet
2 11 (55.00%) VirtualBox
2 11 (55.00%) Node.js
2 11 (55.00%) Kafka
2 11 (55.00%) Vagrant
2 11 (55.00%) HornetQ
2 11 (55.00%) New Relic
2 11 (55.00%) StatsD
2 11 (55.00%) Docker
2 11 (55.00%) JavaScript
2 11 (55.00%) Web Services
2 11 (55.00%) Linux
2 11 (55.00%) HTML
2 11 (55.00%) JMS
2 11 (55.00%) Nagios
2 11 (55.00%) Configuration Management
2 11 (55.00%) Scrum

Python
Co-occurring 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:

Applications
1 1 (5.00%) Microsoft Excel
Cloud Services
1 11 (55.00%) Amazon AWS
1 11 (55.00%) AWS CloudFormation
Communications & Networking
1 4 (20.00%) Bluetooth
1 4 (20.00%) Wireless
1 4 (20.00%) ZigBee
Database & Business Intelligence
1 10 (50.00%) Apache Cassandra
2 1 (5.00%) BusinessObjects
2 1 (5.00%) BusinessObjects XI
2 1 (5.00%) DataStage
2 1 (5.00%) IBM InfoSphere
Development Applications
1 11 (55.00%) Vagrant
2 10 (50.00%) Git (software)
3 1 (5.00%) Jenkins
General
1 4 (20.00%) Electronics
2 1 (5.00%) Billing
Job Titles
1 11 (55.00%) DevOps Engineer
2 10 (50.00%) Senior DevOps
2 10 (50.00%) Senior DevOps Engineer
3 5 (25.00%) Software Engineer
4 4 (20.00%) Data Scientist
4 4 (20.00%) Embedded Engineer
4 4 (20.00%) Embedded Software Engineer
5 2 (10.00%) Analyst
5 2 (10.00%) Data Analyst
5 2 (10.00%) Graduate
5 2 (10.00%) Graduate Analyst
5 2 (10.00%) Graduate Data Analyst
5 2 (10.00%) Machine Learning Scientist
6 1 (5.00%) Development Officer
6 1 (5.00%) Performance Officer
6 1 (5.00%) Principal Engineer
6 1 (5.00%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 11 (55.00%) ActiveMQ
1 11 (55.00%) HornetQ
1 11 (55.00%) HTML
1 11 (55.00%) JMS
1 11 (55.00%) Kafka
1 11 (55.00%) Node.js
1 11 (55.00%) RESTful
1 11 (55.00%) Web Services
2 4 (20.00%) Middleware
Miscellaneous
1 10 (50.00%) Analytical Skills
2 4 (20.00%) Embedded Systems
2 4 (20.00%) Mobile App
3 1 (5.00%) Data Structures
3 1 (5.00%) Smart Meter
Operating Systems
1 11 (55.00%) CentOS
1 11 (55.00%) Linux
1 11 (55.00%) Ubuntu
Processes & Methodologies
1 15 (75.00%) Software Engineering
1 15 (75.00%) Test Automation
2 11 (55.00%) Agile Software Development
2 11 (55.00%) Configuration Management
2 11 (55.00%) Continuous Delivery
2 11 (55.00%) Continuous Integration
2 11 (55.00%) DevOps
2 11 (55.00%) Microservices
2 11 (55.00%) Scrum
3 4 (20.00%) Machine Learning
4 2 (10.00%) Data Analysis
5 1 (5.00%) Business Intelligence
5 1 (5.00%) ETL
5 1 (5.00%) Kanban
5 1 (5.00%) Process Improvement
5 1 (5.00%) Software Delivery
5 1 (5.00%) Software Testing
5 1 (5.00%) Stakeholder Management
5 1 (5.00%) Time Management
5 1 (5.00%) Visualisation
Programming Languages
1 15 (75.00%) Java
2 11 (55.00%) Bash Shell
2 11 (55.00%) Groovy
2 11 (55.00%) JavaScript
2 11 (55.00%) Ruby
2 11 (55.00%) Scala
3 5 (25.00%) R
3 5 (25.00%) SQL
4 4 (20.00%) C
4 4 (20.00%) C#
4 4 (20.00%) C++
5 1 (5.00%) VBA
Qualifications
1 9 (45.00%) Degree
2 4 (20.00%) PhD
System Software
1 11 (55.00%) Docker
1 11 (55.00%) VirtualBox
1 11 (55.00%) VMware Infrastructure
Systems Management
1 11 (55.00%) Consul
1 11 (55.00%) Docker Swarm
1 11 (55.00%) Kubernetes
1 11 (55.00%) Mesos
1 11 (55.00%) Nagios
1 11 (55.00%) Puppet
1 11 (55.00%) StatsD
1 11 (55.00%) Terraform
Vendors
1 11 (55.00%) New Relic
1 11 (55.00%) VMware
2 1 (5.00%) IBM
2 1 (5.00%) Tableau