The following table provides summary statistics for permanent job vacancies advertised in Torfaen 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 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Python
South Wales / Torfaen
Rank 11 - 34
Rank change year-on-year - 0  
Permanent jobs citing Python 2 0 1
As % of all permanent IT jobs advertised in Torfaen 5.88% - 0.81%
As % of the Programming Languages category 7.69% - 1.11%
Number of salaries quoted 2 0 1
Median salary £41,500 - £47,500
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 Torfaen with a requirement for programming language skills.

Programming Language Skills
Torfaen
Permanent job vacancies with a requirement for programming language skills 26 55 90
As % of all permanent IT job vacancies advertised in Torfaen 76.47% 56.70% 72.58%
Number of salaries quoted 20 45 66
Median salary £36,250 £42,750 £42,500
Median salary % change year-on-year -15.20% +0.58%  
90% offered a salary of more than £28,500 £25,750 £32,500
10% offered a salary of more than £52,500 £51,500 £55,000
UK excluding London median salary £41,000 £40,500 £40,000
% change year-on-year +1.23% +1.25%  

Python
Job Vacancy Trend in Torfaen

The job posting trend of jobs advertised in Torfaen 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 Torfaen

Python
Salary Trend in Torfaen

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

Salary trend for Python in Torfaen

Python
Job Locations in Torfaen

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Torfaen region over the 3 months to 27 March 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
Cwmbran - 2 £41,500 -
Python
South Wales

Python
Top 30 Related IT Skills in Torfaen

For the 6 months to 27 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 Torfaen region with a requirement for Python.

1 8 (88.89%) Apache Cassandra
2 7 (77.78%) Java
2 7 (77.78%) SQL
3 6 (66.67%) Oracle
3 6 (66.67%) Linux
3 6 (66.67%) VMware
3 6 (66.67%) NoSQL
3 6 (66.67%) MongoDB
3 6 (66.67%) Amazon AWS
4 5 (55.56%) Neo4j
4 5 (55.56%) Web Services
5 4 (44.44%) Perl
5 4 (44.44%) Clustering
5 4 (44.44%) RDBMS
5 4 (44.44%) Continuous Improvement
5 4 (44.44%) Puppet
5 4 (44.44%) Load Balancing
5 4 (44.44%) Relational Database
5 4 (44.44%) Jenkins
5 4 (44.44%) Continuous Delivery
6 3 (33.33%) Spring Boot
6 3 (33.33%) Spring
6 3 (33.33%) Hadoop
6 3 (33.33%) Continuous Integration
6 3 (33.33%) Digital TV
6 3 (33.33%) Disaster Recovery
6 3 (33.33%) Unix
7 2 (22.22%) Windows
7 2 (22.22%) JBoss
7 2 (22.22%) Apache

Python
Top Related IT Skills in Torfaen 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 2 (22.22%) Apache
1 2 (22.22%) JBoss
1 2 (22.22%) nginx
1 2 (22.22%) OpenStack
1 2 (22.22%) Tomcat
Cloud Services
1 6 (66.67%) Amazon AWS
2 2 (22.22%) IaaS
2 2 (22.22%) PaaS
2 2 (22.22%) SaaS
Communications & Networking
1 1 (11.11%) HTTP
1 1 (11.11%) Internet
1 1 (11.11%) TCP/IP
Database & Business Intelligence
1 8 (88.89%) Apache Cassandra
2 6 (66.67%) MongoDB
2 6 (66.67%) NoSQL
3 5 (55.56%) Neo4j
4 4 (44.44%) RDBMS
4 4 (44.44%) Relational Database
5 3 (33.33%) Hadoop
6 2 (22.22%) Oracle Database
7 1 (11.11%) Big Data
7 1 (11.11%) MySQL
7 1 (11.11%) SQLite
Development Applications
1 4 (44.44%) Jenkins
2 2 (22.22%) Git (software)
2 2 (22.22%) Maven
General
1 1 (11.11%) Advertising
Job Titles
1 4 (44.44%) DBA
2 3 (33.33%) Administrator
2 3 (33.33%) Developer
2 3 (33.33%) Java Developer
2 3 (33.33%) Senior Developer
2 3 (33.33%) Senior Java Developer
3 2 (22.22%) Cloud Engineer
4 1 (11.11%) Cloud Infrastructure Engineer
4 1 (11.11%) DevOps Administrator
4 1 (11.11%) Infrastructure Engineer
4 1 (11.11%) Junior
4 1 (11.11%) Junior DBA
4 1 (11.11%) Junior DevOps
4 1 (11.11%) MongoDB DBA
Libraries, Frameworks & Software Standards
1 5 (55.56%) Web Services
2 3 (33.33%) Spring
2 3 (33.33%) Spring Boot
3 2 (22.22%) Apache Camel
3 2 (22.22%) Dropwizard
3 2 (22.22%) Java EE
3 2 (22.22%) JMX
3 2 (22.22%) JPA
3 2 (22.22%) JSF
3 2 (22.22%) RESTful
4 1 (11.11%) JSON
4 1 (11.11%) Play Framework
4 1 (11.11%) XML
Miscellaneous
1 4 (44.44%) Clustering
2 3 (33.33%) Digital TV
3 2 (22.22%) Computer Science
3 2 (22.22%) Digital Media
3 2 (22.22%) Private Cloud
3 2 (22.22%) User Experience
4 1 (11.11%) iDTV
Operating Systems
1 6 (66.67%) Linux
2 3 (33.33%) Unix
3 2 (22.22%) Mac OS
3 2 (22.22%) OpenBSD
3 2 (22.22%) Ubuntu
3 2 (22.22%) Windows
3 2 (22.22%) Windows Server
Processes & Methodologies
1 4 (44.44%) Continuous Delivery
1 4 (44.44%) Continuous Improvement
1 4 (44.44%) Load Balancing
2 3 (33.33%) Continuous Integration
2 3 (33.33%) Disaster Recovery
3 2 (22.22%) Agile Software Development
3 2 (22.22%) Coaching
3 2 (22.22%) Dependency Management
3 2 (22.22%) DevOps
3 2 (22.22%) Line Management
3 2 (22.22%) Release Management
3 2 (22.22%) User Stories
4 1 (11.11%) Cybersecurity
4 1 (11.11%) Microservices
4 1 (11.11%) Migration
4 1 (11.11%) OO
4 1 (11.11%) OOD
4 1 (11.11%) Personalization
4 1 (11.11%) SDLC
4 1 (11.11%) Software Engineering
Programming Languages
1 7 (77.78%) Java
1 7 (77.78%) SQL
2 4 (44.44%) Perl
3 2 (22.22%) PL/SQL
4 1 (11.11%) C
4 1 (11.11%) C++
4 1 (11.11%) PHP
4 1 (11.11%) Shell Script
Qualifications
1 2 (22.22%) Degree
System Software
1 2 (22.22%) Docker
1 2 (22.22%) VMware Infrastructure
Systems Management
1 4 (44.44%) Puppet
2 2 (22.22%) Terraform
Vendors
1 6 (66.67%) Oracle
1 6 (66.67%) VMware
2 2 (22.22%) Nagra
2 2 (22.22%) Perforce
2 2 (22.22%) Red Hat