The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Python
West Midlands / Warwickshire
Rank 39 55 54
Rank change year-on-year +16 -1  
Permanent jobs citing Python 23 36 22
As % of all permanent IT jobs advertised in Warwickshire 3.91% 4.81% 3.03%
As % of the Programming Languages category 8.49% 9.52% 5.12%
Number of salaries quoted 17 22 22
Median salary £40,000 £56,250 £46,250
Median salary % change year-on-year -28.88% +21.62%  
90% offered a salary of more than £31,500 £36,400 £21,500
10% offered a salary of more than £50,000 £57,500 £57,500
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 Warwickshire with a requirement for programming language skills.

Programming Language Skills
Warwickshire
Permanent job vacancies with a requirement for programming language skills 271 378 430
As % of all permanent IT job vacancies advertised in Warwickshire 46.09% 50.47% 59.15%
Number of salaries quoted 225 280 415
Median salary £38,000 £42,500 £42,500
Median salary % change year-on-year -10.58% -  
90% offered a salary of more than £26,000 £25,000 £25,000
10% offered a salary of more than £50,000 £52,500 £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 Warwickshire

The job posting trend of jobs advertised in Warwickshire 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 Warwickshire

Python
Salary Trend in Warwickshire

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

Salary trend for Python in Warwickshire

Python
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Python in Warwickshire over the 3 months to 25 March 2017.

Salary histogram for Python in Warwickshire

Python
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Warwickshire region over the 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwick +25 12 £50,000 -13.04%
Nuneaton -6 5 £37,000 +34.54%
Leamington Spa -12 2 £30,000 -29.41%
Rugby - 1 £32,500 -
Stratford-upon-Avon - 1 £47,500 -
Python
West Midlands

Python
Top 30 Related IT Skills in Warwickshire

For the 6 months to 25 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 Warwickshire region with a requirement for Python.

1 41 (56.16%) Agile Software Development
2 38 (52.05%) Linux
3 36 (49.32%) Analytical Skills
4 34 (46.58%) JavaScript
5 33 (45.21%) Bash Shell
6 30 (41.10%) Apache Cassandra
6 30 (41.10%) Java
7 28 (38.36%) HTML
8 27 (36.99%) Git (software)
9 26 (35.62%) Ruby
9 26 (35.62%) CentOS
9 26 (35.62%) DevOps
10 25 (34.25%) Docker
10 25 (34.25%) Microservices
10 25 (34.25%) Continuous Delivery
10 25 (34.25%) Ubuntu
10 25 (34.25%) RESTful
10 25 (34.25%) Continuous Integration
10 25 (34.25%) Web Services
11 22 (30.14%) HornetQ
11 22 (30.14%) Puppet
11 22 (30.14%) Software Engineering
12 18 (24.66%) Automated Testing
13 17 (23.29%) SQL
13 17 (23.29%) Analytics
14 16 (21.92%) C++
14 16 (21.92%) Amazon AWS
15 15 (20.55%) Scala
15 15 (20.55%) Groovy
15 15 (20.55%) VMware Infrastructure

Python
Top Related IT Skills in Warwickshire 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 13 (17.81%) SAS
2 8 (10.96%) Apache
3 7 (9.59%) GlassFish
3 7 (9.59%) JBoss
3 7 (9.59%) Tomcat
4 3 (4.11%) Apache Spark
5 1 (1.37%) ArcGIS
5 1 (1.37%) nginx
Applications
1 12 (16.44%) SPSS
2 1 (1.37%) MS Excel
2 1 (1.37%) MS PowerPoint
Cloud Services
1 16 (21.92%) Amazon AWS
2 15 (20.55%) AWS CloudFormation
3 12 (16.44%) Google Analytics
4 1 (1.37%) Google App Engine
4 1 (1.37%) Google Cloud Platform
4 1 (1.37%) Microsoft Azure
Communications & Networking
1 6 (8.22%) Bluetooth
2 4 (5.48%) Wireless
2 4 (5.48%) ZigBee
3 2 (2.74%) Wi-Fi
Database & Business Intelligence
1 30 (41.10%) Apache Cassandra
2 12 (16.44%) SAS Enterprise Guide
3 5 (6.85%) Hadoop
4 4 (5.48%) Big Data
5 3 (4.11%) Data Warehouse
5 3 (4.11%) MongoDB
5 3 (4.11%) NoSQL
5 3 (4.11%) RDBMS
5 3 (4.11%) Relational Database
6 2 (2.74%) PostgreSQL
7 1 (1.37%) Apache Hive
7 1 (1.37%) BusinessObjects
7 1 (1.37%) BusinessObjects XI
7 1 (1.37%) DataStage
7 1 (1.37%) MySQL
7 1 (1.37%) QlikView
7 1 (1.37%) Spatial Data
7 1 (1.37%) SQL Server
7 1 (1.37%) SQL Server Integration Services
7 1 (1.37%) SQL Server Reporting Services
Development Applications
1 27 (36.99%) Git (software)
2 15 (20.55%) Vagrant
3 9 (12.33%) JIRA
4 7 (9.59%) Jenkins
4 7 (9.59%) Mercurial
5 5 (6.85%) Subversion
6 4 (5.48%) Hudson
6 4 (5.48%) Robot Framework
6 4 (5.48%) Selenium
7 2 (2.74%) Jasmine
7 2 (2.74%) Karma Test Runner
8 1 (1.37%) Ranorex
8 1 (1.37%) WebDriver
General
1 12 (16.44%) Billing
1 12 (16.44%) Marketing
2 6 (8.22%) Electronics
3 2 (2.74%) Finance
4 1 (1.37%) Automotive
Job Titles
1 25 (34.25%) DevOps Engineer
2 23 (31.51%) Senior DevOps
2 23 (31.51%) Senior DevOps Engineer
3 15 (20.55%) Analyst
4 12 (16.44%) Marketing Analyst
5 9 (12.33%) Software Engineer
6 6 (8.22%) Support Engineer
7 5 (6.85%) Applications Engineer
7 5 (6.85%) Developer
8 4 (5.48%) Embedded Engineer
8 4 (5.48%) Embedded Software Engineer
8 4 (5.48%) Linux Engineer
8 4 (5.48%) Python Developer
8 4 (5.48%) Tester
9 3 (4.11%) Applications Support
9 3 (4.11%) Applications Support Engineer
9 3 (4.11%) Data Analyst
9 3 (4.11%) Python/Django Developer
9 3 (4.11%) Test Engineer
9 3 (4.11%) Web Developer
Libraries, Frameworks & Software Standards
1 28 (38.36%) HTML
2 25 (34.25%) RESTful
2 25 (34.25%) Web Services
3 22 (30.14%) HornetQ
4 15 (20.55%) ActiveMQ
4 15 (20.55%) JMS
4 15 (20.55%) Kafka
4 15 (20.55%) Node.js
5 6 (8.22%) Django
6 5 (6.85%) Middleware
7 4 (5.48%) X-Windows
8 3 (4.11%) CSS
9 2 (2.74%) AngularJS
9 2 (2.74%) CSS3
9 2 (2.74%) HTML5
9 2 (2.74%) jQuery
10 1 (1.37%) Express
10 1 (1.37%) LEMP Stack
10 1 (1.37%) PhoneGap
10 1 (1.37%) React
Miscellaneous
1 36 (49.32%) Analytical Skills
2 12 (16.44%) Smart Meter
3 6 (8.22%) Embedded Systems
4 5 (6.85%) Mobile App
5 1 (1.37%) Computer Science
5 1 (1.37%) Data Structures
Operating Systems
1 38 (52.05%) Linux
2 26 (35.62%) CentOS
3 25 (34.25%) Ubuntu
4 4 (5.48%) Mac OS X
4 4 (5.48%) Windows
5 3 (4.11%) Android
5 3 (4.11%) Apple iOS
6 1 (1.37%) Debian
6 1 (1.37%) Fedora
6 1 (1.37%) openSUSE
Processes & Methodologies
1 41 (56.16%) Agile Software Development
2 26 (35.62%) DevOps
3 25 (34.25%) Continuous Delivery
3 25 (34.25%) Continuous Integration
3 25 (34.25%) Microservices
4 22 (30.14%) Software Engineering
5 18 (24.66%) Automated Testing
6 17 (23.29%) Analytics
7 15 (20.55%) Configuration Management
7 15 (20.55%) Scrum
8 12 (16.44%) Actionable Insight
8 12 (16.44%) Data Analytics
8 12 (16.44%) Software Delivery
9 7 (9.59%) Automation Testing
9 7 (9.59%) Test Scripting
10 5 (6.85%) Business Intelligence
11 4 (5.48%) Software Testing
11 4 (5.48%) Web Development
12 3 (4.11%) Performance Analysis
12 3 (4.11%) Regression Testing
Programming Languages
1 34 (46.58%) JavaScript
2 33 (45.21%) Bash Shell
3 30 (41.10%) Java
4 26 (35.62%) Ruby
5 17 (23.29%) SQL
6 16 (21.92%) C++
7 15 (20.55%) Groovy
7 15 (20.55%) R
7 15 (20.55%) Scala
8 12 (16.44%) C
9 7 (9.59%) C#
9 7 (9.59%) PHP
10 2 (2.74%) Objective-C
11 1 (1.37%) Lua
11 1 (1.37%) VBA
Qualifications
1 9 (12.33%) Degree
2 5 (6.85%) ISTQB
3 1 (1.37%) ISEB
3 1 (1.37%) ISTQB Foundation Certification
System Software
1 25 (34.25%) Docker
2 15 (20.55%) VirtualBox
2 15 (20.55%) VMware Infrastructure
Systems Management
1 22 (30.14%) Puppet
2 15 (20.55%) Consul
2 15 (20.55%) Docker Swarm
2 15 (20.55%) Kubernetes
2 15 (20.55%) Mesos
2 15 (20.55%) Nagios
2 15 (20.55%) StatsD
2 15 (20.55%) Terraform
Vendors
1 15 (20.55%) New Relic
1 15 (20.55%) VMware
2 13 (17.81%) Google
3 2 (2.74%) Oracle
4 1 (1.37%) Alteryx
4 1 (1.37%) Cloudera
4 1 (1.37%) IBM
4 1 (1.37%) Microsoft
4 1 (1.37%) Tableau