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 25 June 2017 with a comparison to the same period in the previous 2 years.

Python
South Wales / Newport
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 20 31 24
Rank change year-on-year +11 -7  
Permanent jobs citing Python 4 2 13
As % of all permanent IT jobs advertised in Newport 3.39% 1.06% 6.70%
As % of the Programming Languages category 10.00% 3.45% 13.27%
Number of salaries quoted 4 2 11
Median salary £53,750 £55,000 £35,000
Median salary % change year-on-year -2.27% +57.14%  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 40 58 98
As % of all permanent IT job vacancies advertised in Newport 33.90% 30.69% 50.52%
Number of salaries quoted 39 57 87
Median salary £42,250 £42,500 £35,000
Median salary % change year-on-year -0.58% +21.42%  
90% offered a salary of more than £25,000 £25,000 £30,000
10% offered a salary of more than £55,000 £40,000 £55,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +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

For the 6 months to 25 June 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 7 (58.33%) Java
2 5 (41.67%) Linux
2 5 (41.67%) Agile Software Development
2 5 (41.67%) Maven
3 4 (33.33%) Git (software)
3 4 (33.33%) Amazon AWS
3 4 (33.33%) Web Services
3 4 (33.33%) Unix
4 3 (25.00%) Oracle
4 3 (25.00%) Ant
4 3 (25.00%) Spring
4 3 (25.00%) Software Engineering
4 3 (25.00%) MongoDB
4 3 (25.00%) NoSQL
4 3 (25.00%) REST
4 3 (25.00%) Big Data
4 3 (25.00%) Jenkins
4 3 (25.00%) DevOps
4 3 (25.00%) Continuous Delivery
4 3 (25.00%) Docker
5 2 (16.67%) Terraform
5 2 (16.67%) Spring Boot
5 2 (16.67%) Dropwizard
5 2 (16.67%) Ansible
5 2 (16.67%) Dependency Management
5 2 (16.67%) Digital Media
5 2 (16.67%) Neo4j
5 2 (16.67%) Apache Cassandra
5 2 (16.67%) CentOS
5 2 (16.67%) Bash Shell

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 1 (8.33%) Apache Spark
1 1 (8.33%) OpenROAD
1 1 (8.33%) Tomcat
1 1 (8.33%) WebSphere
Cloud Services
1 4 (33.33%) Amazon AWS
2 1 (8.33%) Google Cloud Platform
2 1 (8.33%) IaaS
2 1 (8.33%) Microsoft Azure
2 1 (8.33%) PaaS
Database & Business Intelligence
1 3 (25.00%) Big Data
1 3 (25.00%) MongoDB
1 3 (25.00%) NoSQL
2 2 (16.67%) Apache Cassandra
2 2 (16.67%) Neo4j
3 1 (8.33%) Apache Hive
3 1 (8.33%) Data Mining
3 1 (8.33%) Ingres
3 1 (8.33%) PostgreSQL
3 1 (8.33%) Relational Database
3 1 (8.33%) Sqoop
Development Applications
1 5 (41.67%) Maven
2 4 (33.33%) Git (software)
3 3 (25.00%) Ant
3 3 (25.00%) Jenkins
4 1 (8.33%) Eclipse
4 1 (8.33%) Xcode
Job Titles
1 3 (25.00%) Systems Engineer
2 2 (16.67%) Developer
2 2 (16.67%) DevOps Engineer
2 2 (16.67%) Senior DevOps
2 2 (16.67%) Senior DevOps Engineer
3 1 (8.33%) Administrator
3 1 (8.33%) Data Scientist
3 1 (8.33%) Head of Development
3 1 (8.33%) Java Developer
3 1 (8.33%) Lead Developer
3 1 (8.33%) Lead Software Engineer
3 1 (8.33%) Linux DevOps Engineer
3 1 (8.33%) Linux Engineer
3 1 (8.33%) Linux/Unix DevOps
3 1 (8.33%) Senior Linux Engineer
3 1 (8.33%) Software Engineer
3 1 (8.33%) Systems Administrator
3 1 (8.33%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (33.33%) Web Services
2 3 (25.00%) REST
2 3 (25.00%) Spring
3 2 (16.67%) Dropwizard
3 2 (16.67%) Java EE
3 2 (16.67%) JMX
3 2 (16.67%) JPA
3 2 (16.67%) JSF
3 2 (16.67%) RESTful
3 2 (16.67%) Spring Boot
4 1 (8.33%) AngularJS
4 1 (8.33%) Apache Camel
4 1 (8.33%) EJB
4 1 (8.33%) Hibernate
4 1 (8.33%) J2EE
4 1 (8.33%) JMS
4 1 (8.33%) LAMP
4 1 (8.33%) Middleware
4 1 (8.33%) Natural Language Processing
4 1 (8.33%) React
Miscellaneous
1 2 (16.67%) Digital Media
2 1 (8.33%) Algorithms
2 1 (8.33%) Computer Science
2 1 (8.33%) Digital TV
2 1 (8.33%) Greenfield Project
2 1 (8.33%) Mobile App
Operating Systems
1 5 (41.67%) Linux
2 4 (33.33%) Unix
3 2 (16.67%) CentOS
3 2 (16.67%) Debian
3 2 (16.67%) Ubuntu
Processes & Methodologies
1 5 (41.67%) Agile Software Development
2 3 (25.00%) Continuous Delivery
2 3 (25.00%) DevOps
2 3 (25.00%) Software Engineering
3 2 (16.67%) Continuous Integration
3 2 (16.67%) Data Management
3 2 (16.67%) Dependency Management
3 2 (16.67%) Release Management
3 2 (16.67%) Scrum
4 1 (8.33%) Analytics
4 1 (8.33%) BDD
4 1 (8.33%) Data Analytics
4 1 (8.33%) Data Architecture
4 1 (8.33%) Data Protection
4 1 (8.33%) Data Visualisation
4 1 (8.33%) Machine Learning
4 1 (8.33%) Pattern Recognition
4 1 (8.33%) Statistical Modelling
4 1 (8.33%) User Stories
4 1 (8.33%) Visualisation
Programming Languages
1 7 (58.33%) Java
2 2 (16.67%) Bash Shell
2 2 (16.67%) Groovy
2 2 (16.67%) Perl
2 2 (16.67%) Scala
2 2 (16.67%) SQL
3 1 (8.33%) Apple Swift
3 1 (8.33%) Go
3 1 (8.33%) JavaScript
3 1 (8.33%) PL/SQL
3 1 (8.33%) R
3 1 (8.33%) Ruby
Qualifications
1 1 (8.33%) Degree
1 1 (8.33%) PhD
1 1 (8.33%) Sun Certification
System Software
1 3 (25.00%) Docker
2 1 (8.33%) HDFS
Systems Management
1 2 (16.67%) Ansible
1 2 (16.67%) Terraform
2 1 (8.33%) Kubernetes
Vendors
1 3 (25.00%) Oracle
2 2 (16.67%) Perforce
2 2 (16.67%) Red Hat
3 1 (8.33%) Google