The following table provides summary statistics for permanent job vacancies advertised in Portsmouth 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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Python
Hampshire / Portsmouth
Rank 45 21 47
Rank change year-on-year -24 +26  
Permanent jobs citing Python 6 27 11
As % of all permanent IT jobs advertised in Portsmouth 1.89% 10.47% 3.61%
As % of the Programming Languages category 2.99% 15.79% 5.37%
Number of salaries quoted 6 27 10
Median salary £35,000 £33,500 £45,000
Median salary % change year-on-year +4.47% -25.55%  
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 Portsmouth with a requirement for programming language skills.

Programming Language Skills
Portsmouth
Permanent job vacancies with a requirement for programming language skills 201 171 205
As % of all permanent IT job vacancies advertised in Portsmouth 63.41% 66.28% 67.21%
Number of salaries quoted 176 166 196
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £30,000 £31,750 £28,500
10% offered a salary of more than £49,750 £50,000 £52,500
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

Python
Job Vacancy Trend in Portsmouth

The job posting trend of jobs advertised in Portsmouth 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 Portsmouth

Python
Salary Trend in Portsmouth

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

Salary trend for Python in Portsmouth

Python
Salary Histogram in Portsmouth

The salary distribution of IT jobs citing Python in Portsmouth over the 3 months to 24 March 2017.

Salary histogram for Python in Portsmouth

Python
Top 30 Related IT Skills in Portsmouth

For the 6 months to 24 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 Portsmouth region with a requirement for Python.

1 20 (83.33%) Agile Software Development
2 19 (79.17%) TDD
3 18 (75.00%) Ruby
3 18 (75.00%) Java
3 18 (75.00%) JavaScript
3 18 (75.00%) SQL
4 16 (66.67%) CSS
5 15 (62.50%) HTML
6 14 (58.33%) C#
6 14 (58.33%) .NET
6 14 (58.33%) E-Commerce
6 14 (58.33%) MVC
6 14 (58.33%) NUnit
6 14 (58.33%) ASP.NET
6 14 (58.33%) Web Development
6 14 (58.33%) ASP.NET MVC
6 14 (58.33%) HTML5
6 14 (58.33%) Moq
6 14 (58.33%) ASP.NET MVC 3
6 14 (58.33%) NServiceBus
6 14 (58.33%) SOLID
7 5 (20.83%) Big Data
7 5 (20.83%) Hadoop
8 4 (16.67%) Django
8 4 (16.67%) Linux
8 4 (16.67%) MapReduce
8 4 (16.67%) User Experience
8 4 (16.67%) Elasticsearch
8 4 (16.67%) Open Source
8 4 (16.67%) Celery

Python
Top Related IT Skills in Portsmouth 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 14 (58.33%) NServiceBus
2 4 (16.67%) Elasticsearch
3 2 (8.33%) Apache Spark
4 1 (4.17%) Apache
4 1 (4.17%) Cloud Foundry
4 1 (4.17%) OpenROAD
Cloud Services
1 3 (12.50%) GitHub
2 2 (8.33%) Amazon AWS
3 1 (4.17%) Google Cloud Platform
3 1 (4.17%) IaaS
3 1 (4.17%) Microsoft Azure
3 1 (4.17%) PaaS
Database & Business Intelligence
1 5 (20.83%) Big Data
1 5 (20.83%) Hadoop
2 2 (8.33%) MongoDB
3 1 (4.17%) Apache Cassandra
3 1 (4.17%) HBase
3 1 (4.17%) Ingres
3 1 (4.17%) MySQL
3 1 (4.17%) NoSQL
3 1 (4.17%) PostgreSQL
3 1 (4.17%) Sqoop
Development Applications
1 14 (58.33%) Moq
1 14 (58.33%) NUnit
2 3 (12.50%) Bitbucket
3 1 (4.17%) Jenkins
3 1 (4.17%) Selenium
Job Titles
1 18 (75.00%) Developer
2 14 (58.33%) .NET Developer
3 10 (41.67%) ASP.NET Developer
3 10 (41.67%) ASP.NET MVC Developer
3 10 (41.67%) C# .NET Developer
3 10 (41.67%) C# ASP.NET Developer
3 10 (41.67%) C# Developer
4 9 (37.50%) .NET Software Developer
4 9 (37.50%) .NET Web Developer
4 9 (37.50%) Software Developer
4 9 (37.50%) Web Developer
5 8 (33.33%) C# Developer - E-Commerce
5 8 (33.33%) E-Commerce Developer
6 5 (20.83%) C# Software Developer
6 5 (20.83%) C# Web Developer
6 5 (20.83%) E-Commerce Web Developer
7 4 (16.67%) .NET Applications Developer
7 4 (16.67%) Applications Developer
7 4 (16.67%) Python Developer
7 4 (16.67%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 16 (66.67%) CSS
2 15 (62.50%) HTML
3 14 (58.33%) .NET
3 14 (58.33%) ASP.NET
3 14 (58.33%) ASP.NET MVC
3 14 (58.33%) ASP.NET MVC 3
3 14 (58.33%) HTML5
4 4 (16.67%) Celery
4 4 (16.67%) Django
5 3 (12.50%) RabbitMQ
6 1 (4.17%) Ajax
6 1 (4.17%) Angular 2
6 1 (4.17%) AngularJS
6 1 (4.17%) D3.js
6 1 (4.17%) Flask
6 1 (4.17%) LAMP
Miscellaneous
1 4 (16.67%) User Experience
2 1 (4.17%) Algorithms
Operating Systems
1 4 (16.67%) Linux
Processes & Methodologies
1 20 (83.33%) Agile Software Development
2 19 (79.17%) TDD
3 14 (58.33%) E-Commerce
3 14 (58.33%) MVC
3 14 (58.33%) SOLID
3 14 (58.33%) Web Development
4 4 (16.67%) MapReduce
4 4 (16.67%) Open Source
5 3 (12.50%) Artificial Intelligence
5 3 (12.50%) Business Intelligence
5 3 (12.50%) Front End Development
5 3 (12.50%) Software Deployment
6 2 (8.33%) Automated Testing
6 2 (8.33%) DevOps
6 2 (8.33%) Manual Testing
6 2 (8.33%) Software Engineering
6 2 (8.33%) Software Testing
7 1 (4.17%) Coaching
7 1 (4.17%) Deep Learning
7 1 (4.17%) Mentoring
Programming Languages
1 18 (75.00%) Java
1 18 (75.00%) JavaScript
1 18 (75.00%) Ruby
1 18 (75.00%) SQL
2 14 (58.33%) C#
3 3 (12.50%) Perl
4 2 (8.33%) Scala
5 1 (4.17%) Bash Shell
5 1 (4.17%) Go
5 1 (4.17%) R
5 1 (4.17%) TypeScript
Quality Assurance & Compliance
1 2 (8.33%) QA
System Software
1 1 (4.17%) Docker
1 1 (4.17%) HDFS
Systems Management
1 1 (4.17%) Kubernetes
1 1 (4.17%) Opscode Chef
1 1 (4.17%) Puppet
Vendors
1 1 (4.17%) Cloudera
1 1 (4.17%) Google
1 1 (4.17%) Hortonworks
1 1 (4.17%) Oracle