The table below looks at the statistics for Python skills in IT jobs advertised for the Newport region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Python
Rank 19 18 27
Rank change year-on-year
-1 +9
Permanent jobs citing Python 20 12 7
As % of all permanent IT jobs located in Newport 8.44% 6.52% 3.18%
As % of the Programming Languages category 18.87% 20.69% 7.53%
Number of salaries quoted 13 12 2
Median salary £80,000 £35,000 £36,250
Median salary % change year-on-year
+128.57% -3.44%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
South Wales

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

Programming Languages Category
Newport
Permanent IT job ads with a match in the
Programming Languages category
106 58 93
As % of all permanent IT jobs located in Newport 44.73% 31.52% 42.27%
Number of salaries quoted 95 47 62
Median salary £45,000 £35,000 £35,000
Median salary % change year-on-year
+28.57% -
90% offered a salary of more than £30,000 £30,000 £23,300
10% offered a salary of more than £80,000 £45,000 £39,867
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Newport

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

Python Jobs Demand Trend in Newport

Python
Salary Trend in Newport

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

Python Salary Trend in Newport

Python
Salary Histogram in Newport

This chart provides a salary histogram for IT jobs citing Python across the Newport region over the 3 months to 3 December 2016.

Python Salary Histogram in Newport

Python
Top 30 Related IT Skills in Newport

For the 6 months to 3 December 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 Newport region with a requirement for Python.

1 18 (75.00%) Java
2 17 (70.83%) NoSQL
3 15 (62.50%) MongoDB
4 12 (50.00%) TDD
5 11 (45.83%) Software Engineering
5 11 (45.83%) BDD
5 11 (45.83%) Amazon AWS
6 10 (41.67%) Hadoop
7 9 (37.50%) QA
7 9 (37.50%) Apache Cassandra
7 9 (37.50%) DevOps
8 8 (33.33%) Agile Software Development
8 8 (33.33%) Selenium
9 7 (29.17%) Linux
9 7 (29.17%) Big Data
9 7 (29.17%) Microsoft Azure
9 7 (29.17%) Scala
9 7 (29.17%) Apache Spark
10 6 (25.00%) HBase
10 6 (25.00%) Hortonworks
10 6 (25.00%) Cloudera
10 6 (25.00%) Sqoop
10 6 (25.00%) Elasticsearch
10 6 (25.00%) Go
10 6 (25.00%) Cloud Foundry
10 6 (25.00%) HDFS
10 6 (25.00%) Oracle
10 6 (25.00%) Ruby
10 6 (25.00%) Degree
11 5 (20.83%) Cucumber

Python
Top Related IT Skills in Newport 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 (29.17%) Apache Spark
2 6 (25.00%) Cloud Foundry
2 6 (25.00%) Elasticsearch
3 2 (8.33%) OpenStack
4 1 (4.17%) Apache Pig
4 1 (4.17%) Confluence
Cloud Services
1 11 (45.83%) Amazon AWS
2 7 (29.17%) Microsoft Azure
Communications & Networking
1 1 (4.17%) Broadband
Database & Business Intelligence
1 17 (70.83%) NoSQL
2 15 (62.50%) MongoDB
3 10 (41.67%) Hadoop
4 9 (37.50%) Apache Cassandra
5 7 (29.17%) Big Data
6 6 (25.00%) HBase
6 6 (25.00%) Sqoop
7 2 (8.33%) Oracle Database
8 1 (4.17%) Apache Hive
8 1 (4.17%) Mahout
8 1 (4.17%) Neo4j
8 1 (4.17%) PostgreSQL
8 1 (4.17%) Relational Database
Development Applications
1 8 (33.33%) Selenium
2 5 (20.83%) Cucumber
3 3 (12.50%) Git (software)
3 3 (12.50%) Jenkins
4 2 (8.33%) Eclipse
4 2 (8.33%) Visual Studio
5 1 (4.17%) Android Studio
5 1 (4.17%) Atlassian Bamboo
5 1 (4.17%) JIRA
5 1 (4.17%) JUnit
5 1 (4.17%) Maven
5 1 (4.17%) Sonatype Nexus
5 1 (4.17%) TestLink
5 1 (4.17%) VersionOne
5 1 (4.17%) Xcode
General
1 2 (8.33%) Advertising
Job Titles
1 10 (41.67%) Software Engineer
2 8 (33.33%) Senior Software Engineer
3 6 (25.00%) Big Data Engineer
3 6 (25.00%) Java Engineer
3 6 (25.00%) Java Software Engineer
3 6 (25.00%) Senior Java Engineer
3 6 (25.00%) Senior Java Software Engineer
4 5 (20.83%) DevOps Engineer
5 4 (16.67%) Test Engineer
6 3 (12.50%) Developer
7 2 (8.33%) Cloud Engineer
7 2 (8.33%) Database Engineer
7 2 (8.33%) DBA
7 2 (8.33%) Oracle DBA
7 2 (8.33%) Python Developer
7 2 (8.33%) Senior Test Engineer
8 1 (4.17%) Data Scientist
8 1 (4.17%) Graduate Software Engineer
8 1 (4.17%) Linux DevOps Engineer
8 1 (4.17%) Operations Engineer
Libraries, Frameworks & Software Standards
1 3 (12.50%) J2EE
1 3 (12.50%) RESTful
2 2 (8.33%) Apache Camel
2 2 (8.33%) Django
3 1 (4.17%) Dropwizard
3 1 (4.17%) Java EE
3 1 (4.17%) JMX
3 1 (4.17%) JPA
3 1 (4.17%) JSF
3 1 (4.17%) Node.js
3 1 (4.17%) Pyramid
3 1 (4.17%) Spring
3 1 (4.17%) Spring Boot
3 1 (4.17%) Web Services
Miscellaneous
1 4 (16.67%) Computer Science
2 2 (8.33%) Analytical Skills
2 2 (8.33%) Client/Server
2 2 (8.33%) Statistics
2 2 (8.33%) User Experience
3 1 (4.17%) Algorithms
3 1 (4.17%) Digital Media
3 1 (4.17%) Digital TV
3 1 (4.17%) Streaming Media
Operating Systems
1 7 (29.17%) Linux
2 3 (12.50%) Apple iOS
3 2 (8.33%) Android
Processes & Methodologies
1 12 (50.00%) TDD
2 11 (45.83%) BDD
2 11 (45.83%) Software Engineering
3 9 (37.50%) DevOps
4 8 (33.33%) Agile Software Development
5 4 (16.67%) Continuous Integration
5 4 (16.67%) OO
5 4 (16.67%) Open Source
6 2 (8.33%) API Development
6 2 (8.33%) API Testing
6 2 (8.33%) Continuous Delivery
6 2 (8.33%) OOP
6 2 (8.33%) Performance Tuning
6 2 (8.33%) Test Management
6 2 (8.33%) Test Scripting
6 2 (8.33%) Web Application Development
7 1 (4.17%) ERP
7 1 (4.17%) Feasibility Study
7 1 (4.17%) Microservices
7 1 (4.17%) Software Delivery
Programming Languages
1 18 (75.00%) Java
2 7 (29.17%) Scala
3 6 (25.00%) Go
3 6 (25.00%) Ruby
4 4 (16.67%) Perl
5 3 (12.50%) C++
6 2 (8.33%) JavaScript
6 2 (8.33%) PHP
6 2 (8.33%) SQL
7 1 (4.17%) Bash Shell
7 1 (4.17%) C#
7 1 (4.17%) Korn
7 1 (4.17%) Objective-C
7 1 (4.17%) PL/SQL
7 1 (4.17%) R
7 1 (4.17%) Shell Script
Qualifications
1 6 (25.00%) Degree
2 1 (4.17%) PhD
2 1 (4.17%) Sun Certification
Quality Assurance & Compliance
1 9 (37.50%) QA
System Software
1 6 (25.00%) HDFS
2 1 (4.17%) Docker
Systems Management
1 3 (12.50%) Puppet
2 1 (4.17%) Ansible
2 1 (4.17%) Opscode Chef
Vendors
1 6 (25.00%) Cloudera
1 6 (25.00%) Hortonworks
1 6 (25.00%) Oracle
2 1 (4.17%) NetSuite
2 1 (4.17%) Perforce