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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Python
Rank 27 83 35
Rank change year-on-year
+56 -48
Permanent jobs citing Python 57 4 32
As % of all permanent IT jobs located in Warwickshire 8.95% 0.48% 4.43%
As % of the Programming Languages category 15.75% 0.83% 8.67%
Number of salaries quoted 42 4 28
Median salary £55,000 £28,750 £50,000
Median salary % change year-on-year
+91.30% -42.50%
90% offered a salary of more than £32,500 £22,550 £42,500
10% offered a salary of more than £60,000 £32,500 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%
Python
West Midlands

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
362 481 369
As % of all permanent IT jobs located in Warwickshire 56.83% 57.74% 51.04%
Number of salaries quoted 259 439 344
Median salary £42,500 £35,000 £38,000
Median salary % change year-on-year
+21.42% -7.89%
90% offered a salary of more than £25,750 £24,000 £27,500
10% offered a salary of more than £60,000 £50,000 £52,500
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+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 28 June 2016.

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 28 June 2016. 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
(Click see detailed
statistics and trends)
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 +22 48 £55,000 +69.23% 2
Leamington Spa - 3 £27,500 -
Nuneaton +7 1 £27,500 +27.90%
Stratford-upon-Avon - 1 £45,000 -
Python
West Midlands

Python
Top 30 Related IT Skills in Warwickshire

For the 6 months to 28 June 2016, 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 69 (73.40%) Java
2 66 (70.21%) SQL
3 63 (67.02%) Degree
4 62 (65.96%) Apache Cassandra
5 61 (64.89%) Big Data
5 61 (64.89%) Hadoop
5 61 (64.89%) Apache Spark
5 61 (64.89%) PostgreSQL
6 49 (52.13%) Agile Software Development
7 41 (43.62%) Scrum
7 41 (43.62%) Jenkins
8 39 (41.49%) Kanban
8 39 (41.49%) MongoDB
8 39 (41.49%) Hudson
9 38 (40.43%) Scala
10 37 (39.36%) NoSQL
10 37 (39.36%) Spring
10 37 (39.36%) Linux
11 36 (38.30%) MySQL
11 36 (38.30%) TDD
11 36 (38.30%) Continuous Integration
11 36 (38.30%) RESTful
11 36 (38.30%) Analytics
12 35 (37.23%) Mobile App
13 34 (36.17%) HornetQ
13 34 (36.17%) WildFly
13 34 (36.17%) RESTEasy
13 34 (36.17%) Software Delivery
13 34 (36.17%) JPA
13 34 (36.17%) Android

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 61 (64.89%) Apache Spark
2 34 (36.17%) GlassFish
2 34 (36.17%) JBoss
2 34 (36.17%) WildFly
3 32 (34.04%) Apache
4 27 (28.72%) Apache Pig
5 5 (5.32%) Tomcat
6 3 (3.19%) Confluence
6 3 (3.19%) nginx
7 1 (1.06%) OpenStack
7 1 (1.06%) SAS
Applications
1 1 (1.06%) SPSS
Cloud Services
1 3 (3.19%) Amazon AWS
2 2 (2.13%) Microsoft Azure
2 2 (2.13%) SaaS
Communications & Networking
1 2 (2.13%) HTTP
2 1 (1.06%) Wireless
Database & Business Intelligence
1 62 (65.96%) Apache Cassandra
2 61 (64.89%) Big Data
2 61 (64.89%) Hadoop
2 61 (64.89%) PostgreSQL
3 39 (41.49%) MongoDB
4 37 (39.36%) NoSQL
5 36 (38.30%) MySQL
6 29 (30.85%) SQL Server
7 27 (28.72%) Apache Hive
7 27 (28.72%) HBase
7 27 (28.72%) Impala
7 27 (28.72%) Sqoop
8 3 (3.19%) OrientDB
9 2 (2.13%) ArangoDB
9 2 (2.13%) Neo4j
10 1 (1.06%) Couchbase
10 1 (1.06%) Data Mining
Development Applications
1 41 (43.62%) Jenkins
2 39 (41.49%) Hudson
3 34 (36.17%) JBehave
3 34 (36.17%) JUnit
4 10 (10.64%) JIRA
5 9 (9.57%) Git (software)
5 9 (9.57%) Subversion
6 5 (5.32%) Mercurial
7 3 (3.19%) Babel
7 3 (3.19%) Gradle
7 3 (3.19%) Grunt
7 3 (3.19%) Maven
7 3 (3.19%) Vagrant
7 3 (3.19%) WebDriver
8 2 (2.13%) JIRA Agile
General
1 34 (36.17%) Retail
2 2 (2.13%) Electronics
3 1 (1.06%) Games
Job Titles
1 48 (51.06%) Developer
2 40 (42.55%) Senior Developer
3 36 (38.30%) Java Developer
4 34 (36.17%) Senior Java Developer
5 27 (28.72%) Administrator
5 27 (28.72%) Hadoop Administrator
6 8 (8.51%) Software Developer
7 7 (7.45%) Java Software Developer
7 7 (7.45%) Python Developer
8 6 (6.38%) Technical Leader
9 5 (5.32%) Analyst
9 5 (5.32%) Applications Tester
9 5 (5.32%) Lead Developer
9 5 (5.32%) Senior Java Software Developer
9 5 (5.32%) Senior Software Developer
9 5 (5.32%) Software Tester
9 5 (5.32%) Tester
10 4 (4.26%) Technical Developer
11 3 (3.19%) Forensic Analyst
11 3 (3.19%) Lead Web Developer
Libraries, Frameworks & Software Standards
1 37 (39.36%) Spring
2 36 (38.30%) RESTful
3 34 (36.17%) Hibernate
3 34 (36.17%) HornetQ
3 34 (36.17%) Java EE
3 34 (36.17%) JAX-RS
3 34 (36.17%) JMS
3 34 (36.17%) JPA
3 34 (36.17%) RESTEasy
4 27 (28.72%) LAPP Stack
5 11 (11.70%) HTML
6 8 (8.51%) AngularJS
6 8 (8.51%) CSS
6 8 (8.51%) jQuery
7 6 (6.38%) Node.js
8 5 (5.32%) Django
8 5 (5.32%) X-Windows
9 4 (4.26%) CSS3
9 4 (4.26%) HTML5
10 3 (3.19%) OSGi
Miscellaneous
1 35 (37.23%) Mobile App
2 34 (36.17%) Artificial Intelligence
2 34 (36.17%) Mathematics
3 3 (3.19%) iPad
4 2 (2.13%) Algorithms
4 2 (2.13%) Embedded Systems
4 2 (2.13%) Enterprise Software
4 2 (2.13%) N-Tier
5 1 (1.06%) Analytical Skills
5 1 (1.06%) Mobile Games
5 1 (1.06%) Physics
5 1 (1.06%) Statistics
Operating Systems
1 37 (39.36%) Linux
2 34 (36.17%) Android
2 34 (36.17%) Apple iOS
3 5 (5.32%) Mac OS X
3 5 (5.32%) Windows
4 3 (3.19%) Unix
5 2 (2.13%) CentOS
5 2 (2.13%) Mac OS
5 2 (2.13%) Red Hat Enterprise Linux
Processes & Methodologies
1 49 (52.13%) Agile Software Development
2 41 (43.62%) Scrum
3 39 (41.49%) Kanban
4 36 (38.30%) Analytics
4 36 (38.30%) Continuous Integration
4 36 (38.30%) TDD
5 34 (36.17%) Dependency Injection
5 34 (36.17%) DSDM
5 34 (36.17%) Functional Testing
5 34 (36.17%) Predictive Analytics
5 34 (36.17%) SOA
5 34 (36.17%) Software Delivery
5 34 (36.17%) Software Engineering
5 34 (36.17%) Unit Testing
6 27 (28.72%) Business Intelligence
6 27 (28.72%) Data Management
6 27 (28.72%) ETL
6 27 (28.72%) MapReduce
6 27 (28.72%) Open Source
6 27 (28.72%) Performance Tuning
Programming Languages
1 69 (73.40%) Java
2 66 (70.21%) SQL
3 38 (40.43%) Scala
4 34 (36.17%) Clojure
5 27 (28.72%) Shell Script
6 15 (15.96%) JavaScript
7 12 (12.77%) C++
8 9 (9.57%) Ruby
9 7 (7.45%) C
10 5 (5.32%) PHP
11 3 (3.19%) C#
11 3 (3.19%) ES6
11 3 (3.19%) Groovy
12 2 (2.13%) Bash Shell
12 2 (2.13%) Embedded C
12 2 (2.13%) Fortran
12 2 (2.13%) T-SQL
13 1 (1.06%) MATLAB
13 1 (1.06%) R
Qualifications
1 63 (67.02%) Degree
2 3 (3.19%) Security Cleared
3 1 (1.06%) PhD
Quality Assurance & Compliance
1 3 (3.19%) JTAG
2 2 (2.13%) QA
System Software
1 27 (28.72%) Apache Flume
1 27 (28.72%) HDFS
2 3 (3.19%) Docker
2 3 (3.19%) VirtualBox
3 2 (2.13%) zsh
Systems Management
1 27 (28.72%) Hadoop YARN
1 27 (28.72%) Oozie
2 3 (3.19%) Opscode Chef
2 3 (3.19%) Puppet
Vendors
1 34 (36.17%) Facebook
1 34 (36.17%) Oracle
1 34 (36.17%) Twitter
2 27 (28.72%) Cloudera
2 27 (28.72%) Hortonworks
2 27 (28.72%) MapR
3 3 (3.19%) Atlassian
3 3 (3.19%) Cellebrite
4 2 (2.13%) Microsoft
4 2 (2.13%) Red Hat
5 1 (1.06%) MicroStrategy
5 1 (1.06%) Tableau
Warwick
First Utility
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