The table below looks at the statistics for Python skills in IT jobs advertised for the Warwickshire region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Python
West Midlands / Warwickshire
Rank 18 62 75
Rank change year-on-year
+44 +13
Permanent jobs citing Python 48 20 2
As % of all permanent IT jobs located in Warwickshire 9.34% 2.72% 0.30%
As % of the Programming Languages category 19.67% 5.80% 0.50%
Number of salaries quoted 39 9 2
Median salary £40,000 £57,500 £40,750
Median salary % change year-on-year
-30.43% +41.10%
90% offered a salary of more than £29,000 £26,400 £33,350
10% offered a salary of more than £51,800 £57,500 £48,150
UK excluding London median salary £45,000 £45,000 £42,750
% change year-on-year
- +5.26%

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Warwickshire region.

Programming Languages Category
Warwickshire
Permanent IT job ads with a match in the
Programming Languages category
244 345 400
As % of all permanent IT jobs located in Warwickshire 47.47% 46.94% 59.08%
Number of salaries quoted 194 233 372
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £25,000 £27,500 £26,000
10% offered a salary of more than £55,000 £52,500 £57,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Python
Jobs Demand Trend in Warwickshire

The demand trend of job ads across the Warwickshire region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Warwickshire

Python
Salary Trend in Warwickshire

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

Python Salary Trend in Warwickshire

Python
Salary Histogram in Warwickshire

This chart provides a salary histogram for IT jobs citing Python across the Warwickshire region over the 3 months to 18 January 2017.

Python Salary Histogram 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 18 January 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 +43 34 £45,000 -21.73% 3
Nuneaton 0 7 £37,000 +68.18%
Leamington Spa -4 2 £29,000 -27.50%
Python
West Midlands

Python
Top 30 Related IT Skills in Warwickshire

For the 6 months to 18 January 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 59 (59.00%) Linux
2 57 (57.00%) Agile Software Development
3 50 (50.00%) JavaScript
4 36 (36.00%) Apache Cassandra
5 33 (33.00%) Git (software)
5 33 (33.00%) HTML
6 32 (32.00%) Analytical Skills
7 31 (31.00%) Java
8 29 (29.00%) C++
9 28 (28.00%) Bash Shell
10 27 (27.00%) Web Services
10 27 (27.00%) SQL
11 25 (25.00%) Continuous Integration
12 23 (23.00%) RESTful
12 23 (23.00%) Docker
12 23 (23.00%) Microservices
12 23 (23.00%) Scrum
13 21 (21.00%) Ruby
13 21 (21.00%) Ubuntu
13 21 (21.00%) JIRA
13 21 (21.00%) Continuous Delivery
13 21 (21.00%) DevOps
13 21 (21.00%) Jenkins
13 21 (21.00%) CentOS
14 20 (20.00%) Mercurial
15 19 (19.00%) Analytics
15 19 (19.00%) C
16 18 (18.00%) Automated Testing
16 18 (18.00%) HornetQ
16 18 (18.00%) Amazon AWS

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 11 (11.00%) Apache
2 10 (10.00%) SAS
3 7 (7.00%) GlassFish
3 7 (7.00%) JBoss
3 7 (7.00%) Tomcat
4 5 (5.00%) Apache Pig
4 5 (5.00%) Apache Spark
5 3 (3.00%) ArcGIS
6 2 (2.00%) Elasticsearch
6 2 (2.00%) nginx
6 2 (2.00%) Tornado
7 1 (1.00%) OpenStack
Applications
1 9 (9.00%) SPSS
Cloud Services
1 18 (18.00%) Amazon AWS
2 11 (11.00%) AWS CloudFormation
3 9 (9.00%) Google Analytics
4 1 (1.00%) Google App Engine
4 1 (1.00%) Google Cloud Platform
4 1 (1.00%) Microsoft Azure
Communications & Networking
1 6 (6.00%) HTTP
2 3 (3.00%) Bluetooth
3 2 (2.00%) HTTPS
3 2 (2.00%) Wireless
3 2 (2.00%) ZigBee
4 1 (1.00%) Wi-Fi
Database & Business Intelligence
1 36 (36.00%) Apache Cassandra
2 12 (12.00%) Hadoop
2 12 (12.00%) NoSQL
3 11 (11.00%) MongoDB
3 11 (11.00%) PostgreSQL
4 9 (9.00%) Big Data
4 9 (9.00%) SAS Enterprise Guide
5 8 (8.00%) Apache Hive
6 7 (7.00%) Relational Database
7 6 (6.00%) Couchbase
7 6 (6.00%) Data Warehouse
7 6 (6.00%) MySQL
7 6 (6.00%) RDBMS
8 5 (5.00%) Data Mining
8 5 (5.00%) SQL Server
9 3 (3.00%) Spatial Data
9 3 (3.00%) SQL Server Integration Services
9 3 (3.00%) SQL Server Reporting Services
10 2 (2.00%) Impala
10 2 (2.00%) Sqoop
Development Applications
1 33 (33.00%) Git (software)
2 21 (21.00%) Jenkins
2 21 (21.00%) JIRA
3 20 (20.00%) Mercurial
4 13 (13.00%) Subversion
5 12 (12.00%) Hudson
6 11 (11.00%) Vagrant
7 7 (7.00%) Jasmine
7 7 (7.00%) Karma Test Runner
8 6 (6.00%) Robot Framework
9 5 (5.00%) Selenium
10 1 (1.00%) JIRA Agile
10 1 (1.00%) WebDriver
General
1 12 (12.00%) Billing
2 9 (9.00%) Games
2 9 (9.00%) Marketing
3 2 (2.00%) Back Office
3 2 (2.00%) Electronics
Job Titles
1 21 (21.00%) DevOps Engineer
2 19 (19.00%) Senior DevOps
2 19 (19.00%) Senior DevOps Engineer
3 17 (17.00%) Developer
4 16 (16.00%) Analyst
5 14 (14.00%) Tester
6 11 (11.00%) Software Tester
7 10 (10.00%) Python Developer
8 9 (9.00%) Marketing Analyst
9 7 (7.00%) Software Engineer
9 7 (7.00%) Team Leader
9 7 (7.00%) Test Team Leader
10 6 (6.00%) Data Analyst
10 6 (6.00%) Support Engineer
10 6 (6.00%) Test Leader
11 5 (5.00%) Applications Tester
12 4 (4.00%) Applications Engineer
12 4 (4.00%) Full Stack Developer
12 4 (4.00%) Web Developer
13 3 (3.00%) Applications Support
Libraries, Frameworks & Software Standards
1 33 (33.00%) HTML
2 27 (27.00%) Web Services
3 23 (23.00%) RESTful
4 18 (18.00%) HornetQ
5 17 (17.00%) Django
6 13 (13.00%) Node.js
7 11 (11.00%) ActiveMQ
7 11 (11.00%) JMS
7 11 (11.00%) Kafka
8 10 (10.00%) X-Windows
9 9 (9.00%) jQuery
9 9 (9.00%) LAMP
10 8 (8.00%) CSS
11 6 (6.00%) AngularJS
12 5 (5.00%) CSS3
12 5 (5.00%) HTML5
12 5 (5.00%) WAMP
13 4 (4.00%) LAPP Stack
13 4 (4.00%) REST
14 3 (3.00%) React
Miscellaneous
1 32 (32.00%) Analytical Skills
2 12 (12.00%) Smart Meter
3 9 (9.00%) Mobile App
4 3 (3.00%) Computer Science
5 2 (2.00%) Artificial Intelligence
5 2 (2.00%) Embedded Systems
5 2 (2.00%) User Experience
5 2 (2.00%) Visualisation
6 1 (1.00%) Data Structures
6 1 (1.00%) Enterprise Software
6 1 (1.00%) iPad
Operating Systems
1 59 (59.00%) Linux
2 21 (21.00%) CentOS
2 21 (21.00%) Ubuntu
3 14 (14.00%) Windows
4 11 (11.00%) Mac OS X
5 7 (7.00%) Unix
6 2 (2.00%) Android
6 2 (2.00%) Apple iOS
Processes & Methodologies
1 57 (57.00%) Agile Software Development
2 25 (25.00%) Continuous Integration
3 23 (23.00%) Microservices
3 23 (23.00%) Scrum
4 21 (21.00%) Continuous Delivery
4 21 (21.00%) DevOps
5 19 (19.00%) Analytics
6 18 (18.00%) Automated Testing
7 17 (17.00%) Software Engineering
8 16 (16.00%) Test Scripting
9 12 (12.00%) Business Intelligence
9 12 (12.00%) Software Delivery
10 11 (11.00%) Automation Testing
10 11 (11.00%) Configuration Management
11 10 (10.00%) Regression Testing
12 9 (9.00%) Actionable Insight
12 9 (9.00%) Data Analytics
12 9 (9.00%) Open Source
13 8 (8.00%) Web Development
14 7 (7.00%) Software Testing
Programming Languages
1 50 (50.00%) JavaScript
2 31 (31.00%) Java
3 29 (29.00%) C++
4 28 (28.00%) Bash Shell
5 27 (27.00%) SQL
6 21 (21.00%) Ruby
7 19 (19.00%) C
8 17 (17.00%) R
9 15 (15.00%) PHP
10 11 (11.00%) Groovy
10 11 (11.00%) Scala
11 4 (4.00%) Fortran
12 3 (3.00%) C#
13 2 (2.00%) Shell Script
14 1 (1.00%) Objective-C
14 1 (1.00%) VBA
Qualifications
1 9 (9.00%) Degree
2 4 (4.00%) ISTQB
Quality Assurance & Compliance
1 1 (1.00%) QA
System Software
1 23 (23.00%) Docker
2 11 (11.00%) VirtualBox
2 11 (11.00%) VMware Infrastructure
3 2 (2.00%) Apache Flume
3 2 (2.00%) HDFS
Systems Management
1 18 (18.00%) Puppet
2 11 (11.00%) Consul
2 11 (11.00%) Kubernetes
2 11 (11.00%) Mesos
2 11 (11.00%) Nagios
2 11 (11.00%) StatsD
2 11 (11.00%) Terraform
3 2 (2.00%) Hadoop YARN
3 2 (2.00%) Oozie
Vendors
1 11 (11.00%) New Relic
1 11 (11.00%) VMware
2 10 (10.00%) Google
3 4 (4.00%) Tableau
4 3 (3.00%) Cloudera
5 2 (2.00%) Hortonworks
5 2 (2.00%) IBM
5 2 (2.00%) MapR
5 2 (2.00%) Oracle
5 2 (2.00%) Salesforce.com
6 1 (1.00%) Alteryx
6 1 (1.00%) Fujitsu
6 1 (1.00%) Intel
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