Period
to 24 November 2017

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 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Python
South Wales > Torfaen
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 17 9 12
Rank change year-on-year -8 +3 +8
Permanent jobs citing Python 7 22 24
As % of all permanent IT jobs advertised in Torfaen 8.86% 24.44% 18.05%
As % of the Programming Languages category 13.46% 35.48% 27.27%
Number of salaries quoted 6 10 24
Torfaen median annual salary £45,000 £45,000 £37,500
Median salary % change year-on-year - +20.00% -11.76%
10th Percentile £37,500 £36,375 £28,250
90th Percentile £53,125 £59,375 £42,500
South Wales median annual salary £42,500 £39,500 £35,000
% change year-on-year +7.59% +12.86% +2.94%

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Torfaen with a requirement for coding skills.

All Programming Languages
Torfaen
Permanent vacancies with a requirement for coding skills 52 62 88
As % of all permanent IT jobs advertised in Torfaen 65.82% 68.89% 66.17%
Number of salaries quoted 45 46 87
Torfaen median annual salary £37,500 £37,500 £34,000
Median salary % change year-on-year - +10.29% -5.56%
10th Percentile £23,750 £24,875 £22,250
90th Percentile £52,000 £55,000 £42,500
South Wales median annual salary £38,000 £36,000 £35,000
% change year-on-year +5.56% +2.86% -

Python
Job Vacancy Trend in Torfaen

Job postings citing Python as a percentage of all IT jobs advertised in Torfaen.

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
Salary Histogram in Torfaen

The salary distribution of IT jobs citing Python in Torfaen over the 6 months to 24 November 2017.

Salary histogram 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 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cwmbran -8 7 £45,000 -
Python
South Wales

For the 6 months to 24 November 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 4 (57.14%) Linux
1 4 (57.14%) Test Automation
2 3 (42.86%) Perl
2 3 (42.86%) MySQL
2 3 (42.86%) Advertising
3 2 (28.57%) Software Engineering
3 2 (28.57%) Ubuntu
3 2 (28.57%) Web Services
3 2 (28.57%) PHP
3 2 (28.57%) SQL
3 2 (28.57%) C++
3 2 (28.57%) Java
3 2 (28.57%) MTS
3 2 (28.57%) Red Hat
3 2 (28.57%) Jenkins
3 2 (28.57%) User Experience
3 2 (28.57%) SDLC
3 2 (28.57%) Agile Software Development
3 2 (28.57%) Atlassian Bamboo
3 2 (28.57%) Bash Shell
3 2 (28.57%) CentOS
4 1 (14.29%) Git (software)
4 1 (14.29%) Cucumber
4 1 (14.29%) MongoDB
4 1 (14.29%) Apache Cassandra
4 1 (14.29%) Apple iOS
4 1 (14.29%) REST
4 1 (14.29%) Continuous Improvement
4 1 (14.29%) Digital Media
4 1 (14.29%) Neo4j

Python
Co-occurring 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 (28.57%) MTS
2 1 (14.29%) Apache
2 1 (14.29%) Apache Spark
Cloud Services
1 1 (14.29%) Amazon AWS
Communications & Networking
1 1 (14.29%) HTTP
1 1 (14.29%) Internet
1 1 (14.29%) TCP/IP
Database & Business Intelligence
1 3 (42.86%) MySQL
2 1 (14.29%) Apache Cassandra
2 1 (14.29%) Big Data
2 1 (14.29%) MariaDB
2 1 (14.29%) MongoDB
2 1 (14.29%) Neo4j
2 1 (14.29%) SQLite
Development Applications
1 2 (28.57%) Atlassian Bamboo
1 2 (28.57%) Jenkins
2 1 (14.29%) Cucumber
2 1 (14.29%) Git (software)
2 1 (14.29%) JUnit
2 1 (14.29%) TestLink
2 1 (14.29%) VersionOne
General
1 3 (42.86%) Advertising
2 1 (14.29%) Retail
Job Titles
1 1 (14.29%) Automation Tester
1 1 (14.29%) C++ Software Engineer
1 1 (14.29%) DBA
1 1 (14.29%) DevOps Engineer
1 1 (14.29%) Java Engineer
1 1 (14.29%) MySQL DBA
1 1 (14.29%) Senior DevOps
1 1 (14.29%) Senior DevOps Engineer
1 1 (14.29%) Senior Java Engineer
1 1 (14.29%) Senior Test Engineer
1 1 (14.29%) Software Engineer
1 1 (14.29%) Test Engineer
1 1 (14.29%) Tester
Libraries, Frameworks & Software Standards
1 2 (28.57%) Web Services
2 1 (14.29%) Java EE
2 1 (14.29%) JSON
2 1 (14.29%) LAMP
2 1 (14.29%) REST
2 1 (14.29%) RESTful
2 1 (14.29%) XML
Miscellaneous
1 2 (28.57%) User Experience
2 1 (14.29%) Digital Media
Operating Systems
1 4 (57.14%) Linux
2 2 (28.57%) CentOS
2 2 (28.57%) Ubuntu
3 1 (14.29%) Android
3 1 (14.29%) Apple iOS
3 1 (14.29%) Debian
Processes & Methodologies
1 4 (57.14%) Test Automation
2 2 (28.57%) Agile Software Development
2 2 (28.57%) SDLC
2 2 (28.57%) Software Engineering
3 1 (14.29%) CMMI
3 1 (14.29%) Continuous Delivery
3 1 (14.29%) Continuous Improvement
3 1 (14.29%) Continuous Integration
3 1 (14.29%) Data Analysis
3 1 (14.29%) DevOps
3 1 (14.29%) Monetization
3 1 (14.29%) OO
3 1 (14.29%) OOD
3 1 (14.29%) Open Source
3 1 (14.29%) Personalization
3 1 (14.29%) Regression Testing
3 1 (14.29%) Stakeholder Management
3 1 (14.29%) Test Management
Programming Languages
1 3 (42.86%) Perl
2 2 (28.57%) Bash Shell
2 2 (28.57%) C++
2 2 (28.57%) Java
2 2 (28.57%) PHP
2 2 (28.57%) SQL
3 1 (14.29%) Apple Swift
3 1 (14.29%) Groovy
3 1 (14.29%) JavaScript
3 1 (14.29%) Korn
3 1 (14.29%) Objective-C
Quality Assurance & Compliance
1 1 (14.29%) ISO 9001
1 1 (14.29%) QA
System Software
1 1 (14.29%) Docker
Systems Management
1 1 (14.29%) Ansible
1 1 (14.29%) Packer
1 1 (14.29%) Terraform
Vendors
1 2 (28.57%) Red Hat
2 1 (14.29%) Oracle
2 1 (14.29%) Perforce