The following table provides summary statistics for permanent job vacancies advertised in Newport 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Python
South Wales / Newport
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 28 31 35
Rank change year-on-year +3 +4  
Permanent jobs citing Python 8 9 1
As % of all permanent IT jobs advertised in Newport 4.55% 3.63% 0.47%
As % of the Programming Languages category 8.70% 10.23% 1.41%
Number of salaries quoted 6 6 1
Median salary £47,500 £35,000 £35,000
Median salary % change year-on-year +35.71% -  
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 Newport with a requirement for programming language skills.

Programming Language Skills
Newport
Permanent job vacancies with a requirement for programming language skills 92 88 71
As % of all permanent IT job vacancies advertised in Newport 52.27% 35.48% 33.65%
Number of salaries quoted 85 82 70
Median salary £42,500 £36,388 £34,500
Median salary % change year-on-year +16.79% +5.47%  
90% offered a salary of more than £25,000 £25,250 £25,000
10% offered a salary of more than £50,000 £42,500 £45,000
UK excluding London median salary £41,000 £41,000 £40,000
% change year-on-year - +2.50%  

Python
Job Vacancy Trend in Newport

The job posting trend of jobs advertised in Newport 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 Newport

Python
Salary Trend in Newport

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

Salary trend for Python in Newport

Python
Salary Histogram in Newport

The salary distribution of IT jobs citing Python in Newport over the 3 months to 29 March 2017.

Salary histogram for Python in Newport

For the 6 months to 29 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 Newport region with a requirement for Python.

1 14 (66.67%) Java
2 13 (61.90%) MongoDB
2 13 (61.90%) NoSQL
3 11 (52.38%) Software Engineering
4 10 (47.62%) Apache Cassandra
4 10 (47.62%) Amazon AWS
5 9 (42.86%) Scala
5 9 (42.86%) Hadoop
5 9 (42.86%) BDD
5 9 (42.86%) Big Data
5 9 (42.86%) TDD
6 8 (38.10%) QA
6 8 (38.10%) Microsoft Azure
7 7 (33.33%) Sqoop
7 7 (33.33%) HDFS
7 7 (33.33%) Apache Spark
7 7 (33.33%) Selenium
7 7 (33.33%) Ruby
8 6 (28.57%) Oracle
8 6 (28.57%) Cloud Foundry
8 6 (28.57%) HBase
8 6 (28.57%) Elasticsearch
8 6 (28.57%) Go
8 6 (28.57%) Hortonworks
8 6 (28.57%) Cloudera
9 5 (23.81%) Linux
9 5 (23.81%) Degree
10 4 (19.05%) Unix
10 4 (19.05%) Computer Science
11 3 (14.29%) DevOps

Python
Co-occurring 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 (33.33%) Apache Spark
2 6 (28.57%) Cloud Foundry
2 6 (28.57%) Elasticsearch
3 1 (4.76%) OpenROAD
3 1 (4.76%) OpenStack
3 1 (4.76%) Tomcat
3 1 (4.76%) WebSphere
Cloud Services
1 10 (47.62%) Amazon AWS
2 8 (38.10%) Microsoft Azure
3 1 (4.76%) IaaS
3 1 (4.76%) PaaS
Database & Business Intelligence
1 13 (61.90%) MongoDB
1 13 (61.90%) NoSQL
2 10 (47.62%) Apache Cassandra
3 9 (42.86%) Big Data
3 9 (42.86%) Hadoop
4 7 (33.33%) Sqoop
5 6 (28.57%) HBase
6 2 (9.52%) Neo4j
6 2 (9.52%) Oracle Database
6 2 (9.52%) PostgreSQL
7 1 (4.76%) Apache Hive
7 1 (4.76%) Ingres
Development Applications
1 7 (33.33%) Selenium
2 3 (14.29%) Maven
3 2 (9.52%) Git (software)
3 2 (9.52%) Jenkins
4 1 (4.76%) Ant
4 1 (4.76%) Cucumber
4 1 (4.76%) Eclipse
4 1 (4.76%) Sonatype Nexus
General
1 1 (4.76%) Advertising
Job Titles
1 8 (38.10%) Software Engineer
2 6 (28.57%) Big Data Engineer
2 6 (28.57%) Java Engineer
2 6 (28.57%) Java Software Engineer
2 6 (28.57%) Senior Java Engineer
2 6 (28.57%) Senior Java Software Engineer
2 6 (28.57%) Senior Software Engineer
3 4 (19.05%) Developer
4 3 (14.29%) Systems Engineer
5 2 (9.52%) DBA
5 2 (9.52%) DevOps Engineer
5 2 (9.52%) Java Developer
5 2 (9.52%) Oracle DBA
6 1 (4.76%) Administrator
6 1 (4.76%) Cloud Engineer
6 1 (4.76%) Lead Developer
6 1 (4.76%) Lead DevOps
6 1 (4.76%) Lead DevOps Engineer
6 1 (4.76%) Senior Developer
6 1 (4.76%) Systems Administrator
Libraries, Frameworks & Software Standards
1 3 (14.29%) Spring
2 2 (9.52%) Dropwizard
2 2 (9.52%) Java EE
2 2 (9.52%) JMX
2 2 (9.52%) JPA
2 2 (9.52%) JSF
2 2 (9.52%) RESTful
2 2 (9.52%) Spring Boot
2 2 (9.52%) Web Services
3 1 (4.76%) Apache Camel
3 1 (4.76%) EJB
3 1 (4.76%) J2EE
3 1 (4.76%) JDBC
3 1 (4.76%) JMS
3 1 (4.76%) JSP
3 1 (4.76%) Node.js
3 1 (4.76%) REST
3 1 (4.76%) Servlets
3 1 (4.76%) SOAP
3 1 (4.76%) Struts
Miscellaneous
1 4 (19.05%) Computer Science
Operating Systems
1 5 (23.81%) Linux
2 4 (19.05%) Unix
Processes & Methodologies
1 11 (52.38%) Software Engineering
2 9 (42.86%) BDD
2 9 (42.86%) TDD
3 3 (14.29%) Agile Software Development
3 3 (14.29%) DevOps
4 2 (9.52%) Continuous Delivery
4 2 (9.52%) Continuous Integration
4 2 (9.52%) Dependency Management
4 2 (9.52%) Release Management
5 1 (4.76%) Coaching
5 1 (4.76%) Data Architecture
5 1 (4.76%) Data Management
5 1 (4.76%) Mentoring
5 1 (4.76%) Microservices
5 1 (4.76%) Open Source
5 1 (4.76%) Performance Tuning
5 1 (4.76%) Refactoring
5 1 (4.76%) Technical Architecture
5 1 (4.76%) User Stories
Programming Languages
1 14 (66.67%) Java
2 9 (42.86%) Scala
3 7 (33.33%) Ruby
4 6 (28.57%) Go
5 1 (4.76%) JavaScript
5 1 (4.76%) Perl
5 1 (4.76%) PL/SQL
5 1 (4.76%) Shell Script
5 1 (4.76%) SQL
Qualifications
1 5 (23.81%) Degree
2 1 (4.76%) Sun Certification
Quality Assurance & Compliance
1 8 (38.10%) QA
System Software
1 7 (33.33%) HDFS
Systems Management
1 2 (9.52%) Puppet
Vendors
1 6 (28.57%) Cloudera
1 6 (28.57%) Hortonworks
1 6 (28.57%) Oracle
2 2 (9.52%) Perforce