The table below looks at the statistics for Python skills in IT jobs advertised for the Torfaen region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Python
Rank 7 17 13
Rank change year-on-year
+10 -4
Permanent jobs citing Python 13 8 12
As % of all permanent IT jobs located in Torfaen 28.26% 12.31% 16.67%
As % of the Programming Languages category 35.14% 18.18% 20.69%
Number of salaries quoted 7 8 12
Median salary £45,000 £40,000 £43,750
Median salary % change year-on-year
+12.50% -8.57%
90% offered a salary of more than £40,000 £37,450 £34,000
10% offered a salary of more than £55,000 £40,000 £47,250
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 Torfaen region.

Programming Languages Category
Torfaen
Permanent IT job ads with a match in the
Programming Languages category
37 44 58
As % of all permanent IT jobs located in Torfaen 80.43% 67.69% 80.56%
Number of salaries quoted 28 40 58
Median salary £40,000 £35,000 £36,000
Median salary % change year-on-year
+14.28% -2.77%
90% offered a salary of more than £27,000 £26,500 £30,000
10% offered a salary of more than £52,500 £47,500 £40,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Torfaen

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

Python Jobs Demand Trend in Torfaen

Python
Salary Trend in Torfaen

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

Python Salary Trend in Torfaen

Python
Salary Histogram in Torfaen

This chart provides a salary histogram for IT jobs citing Python across the Torfaen region over the 3 months to 4 December 2016.

Python Salary Histogram 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 4 December 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
Cwmbran +9 13 £45,000 +12.50%
Python
South Wales

Python
Top 30 Related IT Skills in Torfaen

For the 6 months to 4 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 Torfaen region with a requirement for Python.

1 21 (95.45%) Java
2 16 (72.73%) NoSQL
3 15 (68.18%) MongoDB
3 15 (68.18%) Apache Cassandra
4 12 (54.55%) Neo4j
4 12 (54.55%) SQL
5 11 (50.00%) Perl
5 11 (50.00%) Linux
5 11 (50.00%) Continuous Integration
6 10 (45.45%) Oracle
7 9 (40.91%) Jenkins
8 8 (36.36%) Puppet
8 8 (36.36%) Amazon AWS
8 8 (36.36%) Relational Database
8 8 (36.36%) Continuous Delivery
8 8 (36.36%) Spring Boot
8 8 (36.36%) RDBMS
8 8 (36.36%) Web Services
8 8 (36.36%) Perforce
8 8 (36.36%) VMware
8 8 (36.36%) Clustering
8 8 (36.36%) Spring
8 8 (36.36%) Load Balancing
9 7 (31.82%) Release Management
9 7 (31.82%) Java EE
9 7 (31.82%) JSF
9 7 (31.82%) Maven
9 7 (31.82%) JMX
9 7 (31.82%) Digital Media
9 7 (31.82%) Apache Camel

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 1 (4.55%) Apache Pig
1 1 (4.55%) Apache Spark
1 1 (4.55%) Confluence
Cloud Services
1 8 (36.36%) Amazon AWS
Communications & Networking
1 1 (4.55%) HTTP
1 1 (4.55%) Internet
1 1 (4.55%) TCP/IP
Database & Business Intelligence
1 16 (72.73%) NoSQL
2 15 (68.18%) Apache Cassandra
2 15 (68.18%) MongoDB
3 12 (54.55%) Neo4j
4 8 (36.36%) RDBMS
4 8 (36.36%) Relational Database
5 6 (27.27%) Hadoop
6 4 (18.18%) Oracle Database
7 1 (4.55%) Apache Hive
7 1 (4.55%) Big Data
7 1 (4.55%) Mahout
7 1 (4.55%) MySQL
7 1 (4.55%) SQLite
Development Applications
1 9 (40.91%) Jenkins
2 7 (31.82%) Git (software)
2 7 (31.82%) Maven
3 6 (27.27%) Cucumber
4 1 (4.55%) Atlassian Bamboo
4 1 (4.55%) JIRA
4 1 (4.55%) JUnit
4 1 (4.55%) TestLink
4 1 (4.55%) VersionOne
General
1 1 (4.55%) Advertising
Job Titles
1 8 (36.36%) DBA
2 7 (31.82%) Java Engineer
2 7 (31.82%) Senior Java Engineer
3 5 (22.73%) Administrator
3 5 (22.73%) Java Software Engineer
3 5 (22.73%) Senior Java Software Engineer
3 5 (22.73%) Senior Software Engineer
3 5 (22.73%) Software Engineer
4 4 (18.18%) Developer
5 3 (13.64%) Java Developer
5 3 (13.64%) Junior
5 3 (13.64%) Junior DBA
5 3 (13.64%) Junior DevOps
5 3 (13.64%) MongoDB DBA
5 3 (13.64%) Senior Developer
5 3 (13.64%) Senior Java Developer
6 2 (9.09%) Senior Test Automation Engineer
6 2 (9.09%) Senior Test Engineer
6 2 (9.09%) Test Automation Engineer
6 2 (9.09%) Test Engineer
Libraries, Frameworks & Software Standards
1 8 (36.36%) Spring
1 8 (36.36%) Spring Boot
1 8 (36.36%) Web Services
2 7 (31.82%) Apache Camel
2 7 (31.82%) Java EE
2 7 (31.82%) JMX
2 7 (31.82%) JPA
2 7 (31.82%) JSF
2 7 (31.82%) RESTful
3 5 (22.73%) J2EE
4 2 (9.09%) Dropwizard
5 1 (4.55%) CSS
5 1 (4.55%) CSS3
5 1 (4.55%) HTML
5 1 (4.55%) HTML5
5 1 (4.55%) JSON
5 1 (4.55%) Play Framework
5 1 (4.55%) XML
Miscellaneous
1 8 (36.36%) Clustering
2 7 (31.82%) Digital Media
3 4 (18.18%) User Experience
4 3 (13.64%) Digital TV
5 1 (4.55%) Algorithms
5 1 (4.55%) Analytical Skills
5 1 (4.55%) Client/Server
5 1 (4.55%) iDTV
Operating Systems
1 11 (50.00%) Linux
2 3 (13.64%) Android
2 3 (13.64%) Apple iOS
2 3 (13.64%) Unix
3 1 (4.55%) CentOS
3 1 (4.55%) Ubuntu
Processes & Methodologies
1 11 (50.00%) Continuous Integration
2 8 (36.36%) Continuous Delivery
2 8 (36.36%) Load Balancing
3 7 (31.82%) Dependency Management
3 7 (31.82%) Release Management
4 6 (27.27%) Agile Software Development
4 6 (27.27%) Software Engineering
5 5 (22.73%) DevOps
5 5 (22.73%) Disaster Recovery
6 3 (13.64%) Microservices
6 3 (13.64%) Migration
7 2 (9.09%) Coaching
7 2 (9.09%) Continuous Improvement
7 2 (9.09%) OO
7 2 (9.09%) User Stories
8 1 (4.55%) Bug Management
8 1 (4.55%) Front End Development
8 1 (4.55%) SDLC
8 1 (4.55%) Test Management
8 1 (4.55%) Wireframes
Programming Languages
1 21 (95.45%) Java
2 12 (54.55%) SQL
3 11 (50.00%) Perl
4 5 (22.73%) C++
5 4 (18.18%) JavaScript
5 4 (18.18%) PHP
6 3 (13.64%) Bash Shell
7 2 (9.09%) PL/SQL
8 1 (4.55%) C
8 1 (4.55%) C#
8 1 (4.55%) Korn
8 1 (4.55%) Objective-C
8 1 (4.55%) R
8 1 (4.55%) Shell Script
Qualifications
1 1 (4.55%) PhD
Systems Management
1 8 (36.36%) Puppet
Vendors
1 10 (45.45%) Oracle
2 8 (36.36%) Perforce
2 8 (36.36%) VMware
3 2 (9.09%) Nagra
4 1 (4.55%) Red Hat