Period
to 23 October 2018

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 6 months to 23 October 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Portsmouth
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 61 41 45
Rank change year-on-year -20 +4 -15
Permanent jobs citing Python 17 42 28
As % of all permanent IT jobs advertised in Portsmouth 2.85% 6.18% 4.53%
As % of the Programming Languages category 4.46% 10.47% 7.84%
Number of salaries quoted 7 50 30
Portsmouth median annual salary £57,500 £42,500 £38,750
Median salary % change year-on-year +35.29% +9.68% +7.64%
10th Percentile £41,250 £38,750 £27,250
90th Percentile £71,250 £49,375 £60,000
Hampshire median annual salary £45,000 £47,500 £47,500
% change year-on-year -5.26% - +11.76%

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 Portsmouth with a requirement for coding skills.

All Programming Languages
Portsmouth
Permanent vacancies with a requirement for coding skills 381 401 357
As % of all permanent IT jobs advertised in Portsmouth 63.93% 58.97% 57.77%
Number of salaries quoted 341 373 348
Portsmouth median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £28,500 £23,800 £26,250
90th Percentile £60,000 £57,500 £57,500
Hampshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -3.61%

Python
Job Vacancy Trend in Portsmouth

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

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 6 months to 23 October 2018.

Salary histogram for Python in Portsmouth

For the 6 months to 23 October 2018, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Portsmouth region with a requirement for Python.

1 12 (70.59%) Software Engineering
1 12 (70.59%) Degree
1 12 (70.59%) SC Cleared
1 12 (70.59%) Security Cleared
2 11 (64.71%) Java
2 11 (64.71%) Agile Software Development
3 10 (58.82%) Web Services
3 10 (58.82%) Open Source
3 10 (58.82%) JIRA
3 10 (58.82%) Software Testing
4 9 (52.94%) Visual Studio
4 9 (52.94%) Requirements Analysis
4 9 (52.94%) Selenium
4 9 (52.94%) Manual Testing
4 9 (52.94%) Test Automation
4 9 (52.94%) Cucumber
4 9 (52.94%) Kanban
4 9 (52.94%) WebDriver
4 9 (52.94%) SoapUI
4 9 (52.94%) Gherkin
4 9 (52.94%) Eclipse
4 9 (52.94%) Regression Testing
4 9 (52.94%) JMeter
4 9 (52.94%) Jenkins
4 9 (52.94%) Robot Framework
4 9 (52.94%) Scenario Testing
5 8 (47.06%) Self-Motivation
5 8 (47.06%) Cybersecurity
5 8 (47.06%) JIRA Agile
6 4 (23.53%) C

Python
Co-occurring 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 1 (5.88%) Apache Solr
1 1 (5.88%) Apache Spark
1 1 (5.88%) Elasticsearch
Applications
1 1 (5.88%) Microsoft Office
1 1 (5.88%) MS Visio
Cloud Services
1 1 (5.88%) Amazon AWS
1 1 (5.88%) GitHub
1 1 (5.88%) npm
Database & Business Intelligence
1 2 (11.76%) NoSQL
2 1 (5.88%) Big Data
2 1 (5.88%) Hadoop
2 1 (5.88%) MongoDB
2 1 (5.88%) SQL Server
2 1 (5.88%) SQL Server 2016
Development Applications
1 10 (58.82%) JIRA
2 9 (52.94%) Cucumber
2 9 (52.94%) Eclipse
2 9 (52.94%) Jenkins
2 9 (52.94%) JMeter
2 9 (52.94%) Robot Framework
2 9 (52.94%) Selenium
2 9 (52.94%) SoapUI
2 9 (52.94%) Visual Studio
2 9 (52.94%) WebDriver
3 8 (47.06%) JIRA Agile
4 2 (11.76%) Git (software)
4 2 (11.76%) Subversion
5 1 (5.88%) LabVIEW
5 1 (5.88%) Rational DOORS
General
1 1 (5.88%) Electronics
1 1 (5.88%) Local Government
Job Titles
1 10 (58.82%) Test Engineer
2 9 (52.94%) Test Automation Engineer
3 8 (47.06%) JIRA Engineer
4 3 (17.65%) Data Scientist
4 3 (17.65%) Senior Data Scientist
5 2 (11.76%) Developer
6 1 (5.88%) Data Engineer
6 1 (5.88%) Embedded Engineer
6 1 (5.88%) Embedded Software Engineer
6 1 (5.88%) Full Stack Developer
6 1 (5.88%) JavaScript Developer
6 1 (5.88%) Junior
6 1 (5.88%) Junior Developer
6 1 (5.88%) Senior Developer
6 1 (5.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (58.82%) Web Services
2 9 (52.94%) Gherkin
3 1 (5.88%) Middleware
3 1 (5.88%) Node.js
3 1 (5.88%) RESTful
Miscellaneous
1 8 (47.06%) Self-Motivation
2 3 (17.65%) Greenfield Project
3 1 (5.88%) Management Information System
Processes & Methodologies
1 12 (70.59%) Software Engineering
2 11 (64.71%) Agile Software Development
3 10 (58.82%) Open Source
3 10 (58.82%) Software Testing
4 9 (52.94%) Kanban
4 9 (52.94%) Manual Testing
4 9 (52.94%) Regression Testing
4 9 (52.94%) Requirements Analysis
4 9 (52.94%) Scenario Testing
4 9 (52.94%) Test Automation
5 8 (47.06%) Cybersecurity
6 3 (17.65%) Data Science
7 2 (11.76%) Machine Learning
7 2 (11.76%) Scrum
7 2 (11.76%) TDD
8 1 (5.88%) Artificial Intelligence
8 1 (5.88%) Business Intelligence
8 1 (5.88%) Test Management
8 1 (5.88%) Test Scripting
8 1 (5.88%) Validation
Programming Languages
1 11 (64.71%) Java
2 4 (23.53%) C
3 3 (17.65%) SQL
4 1 (5.88%) Ada
4 1 (5.88%) C#
4 1 (5.88%) C++
4 1 (5.88%) ES6
4 1 (5.88%) JavaScript
4 1 (5.88%) MATLAB
4 1 (5.88%) Perl
4 1 (5.88%) R
4 1 (5.88%) Scala
Qualifications
1 12 (70.59%) Degree
1 12 (70.59%) SC Cleared
1 12 (70.59%) Security Cleared
2 1 (5.88%) ISTQB
Quality Assurance & Compliance
1 1 (5.88%) QA
System Software
1 2 (11.76%) Docker
2 1 (5.88%) Firmware
Systems Management
1 1 (5.88%) Grafana
1 1 (5.88%) Kibana
1 1 (5.88%) Terraform
Vendors
1 1 (5.88%) Microsoft