Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Portsmouth
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 56 53 36
Rank change year-on-year -3 -17 +11
Permanent jobs citing Python 24 35 30
As % of all permanent IT jobs advertised in Portsmouth 3.97% 4.81% 5.62%
As % of the Programming Languages category 6.15% 7.29% 9.58%
Number of salaries quoted 8 31 30
Portsmouth median annual salary £47,500 £43,500 £33,500
Median salary % change year-on-year +9.20% +29.85% -25.56%
10th Percentile £33,000 £26,250 £27,250
90th Percentile £71,250 £48,750 £60,000
Hampshire median annual salary £45,000 £50,000 £45,000
% change year-on-year -10.00% +11.11% +5.88%

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 390 480 313
As % of all permanent IT jobs advertised in Portsmouth 64.57% 66.02% 58.61%
Number of salaries quoted 320 443 298
Portsmouth median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -5.88%
10th Percentile £26,250 £25,000 £27,500
90th Percentile £58,750 £57,500 £56,250
Hampshire median annual salary £43,800 £42,500 £40,000
% change year-on-year +3.06% +6.25% -

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 15 August 2018.

Salary histogram for Python in Portsmouth

For the 6 months to 15 August 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 17 (70.83%) Degree
2 14 (58.33%) Agile Software Development
3 13 (54.17%) Software Engineering
4 11 (45.83%) SC Cleared
4 11 (45.83%) Security Cleared
4 11 (45.83%) Java
5 10 (41.67%) JIRA
5 10 (41.67%) Software Testing
5 10 (41.67%) Open Source
6 9 (37.50%) Kanban
6 9 (37.50%) Cucumber
6 9 (37.50%) SoapUI
6 9 (37.50%) WebDriver
6 9 (37.50%) Gherkin
6 9 (37.50%) Jenkins
6 9 (37.50%) Cybersecurity
6 9 (37.50%) Robot Framework
6 9 (37.50%) Scenario Testing
6 9 (37.50%) Self-Motivation
6 9 (37.50%) Requirements Analysis
6 9 (37.50%) Test Automation
6 9 (37.50%) Manual Testing
6 9 (37.50%) Selenium
6 9 (37.50%) Visual Studio
6 9 (37.50%) Web Services
6 9 (37.50%) Eclipse
6 9 (37.50%) Regression Testing
6 9 (37.50%) JMeter
7 8 (33.33%) JIRA Agile
8 7 (29.17%) Machine Learning

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 (4.17%) Apache Solr
1 1 (4.17%) Elasticsearch
Applications
1 6 (25.00%) SPSS
2 1 (4.17%) Microsoft Office
2 1 (4.17%) MS Visio
Cloud Services
1 1 (4.17%) Amazon AWS
1 1 (4.17%) GitHub
1 1 (4.17%) npm
Communications & Networking
1 1 (4.17%) Wireshark
Database & Business Intelligence
1 6 (25.00%) Big Data
2 1 (4.17%) MongoDB
2 1 (4.17%) NoSQL
Development Applications
1 10 (41.67%) JIRA
2 9 (37.50%) Cucumber
2 9 (37.50%) Eclipse
2 9 (37.50%) Jenkins
2 9 (37.50%) JMeter
2 9 (37.50%) Robot Framework
2 9 (37.50%) Selenium
2 9 (37.50%) SoapUI
2 9 (37.50%) Visual Studio
2 9 (37.50%) WebDriver
3 8 (33.33%) JIRA Agile
4 4 (16.67%) Git (software)
4 4 (16.67%) Subversion
5 3 (12.50%) LabVIEW
6 1 (4.17%) Rational DOORS
General
1 6 (25.00%) Marketing
1 6 (25.00%) Retail
2 1 (4.17%) Electronics
Job Titles
1 10 (41.67%) Test Engineer
2 9 (37.50%) Test Automation Engineer
3 8 (33.33%) JIRA Engineer
4 7 (29.17%) Analyst
5 6 (25.00%) Data Analyst
5 6 (25.00%) SPSS Analyst
5 6 (25.00%) SPSS Data Analyst
5 6 (25.00%) SQL Analyst
5 6 (25.00%) SQL Data Analyst
6 3 (12.50%) Embedded Engineer
6 3 (12.50%) Embedded Software Engineer
6 3 (12.50%) Software Engineer
7 2 (8.33%) Data Scientist
7 2 (8.33%) Senior Data Scientist
8 1 (4.17%) Developer
8 1 (4.17%) Full Stack Developer
8 1 (4.17%) JavaScript Developer
8 1 (4.17%) Linux Engineer
8 1 (4.17%) SOC Analyst
Libraries, Frameworks & Software Standards
1 9 (37.50%) Gherkin
1 9 (37.50%) Web Services
2 1 (4.17%) Node.js
2 1 (4.17%) RESTful
Miscellaneous
1 9 (37.50%) Self-Motivation
2 6 (25.00%) Analytical Skills
3 5 (20.83%) Algorithms
4 2 (8.33%) Greenfield Project
5 1 (4.17%) Derivative
Operating Systems
1 1 (4.17%) Linux
1 1 (4.17%) Oracle Linux
1 1 (4.17%) Red Hat Enterprise Linux
1 1 (4.17%) Unix
Processes & Methodologies
1 14 (58.33%) Agile Software Development
2 13 (54.17%) Software Engineering
3 10 (41.67%) Open Source
3 10 (41.67%) Software Testing
4 9 (37.50%) Cybersecurity
4 9 (37.50%) Kanban
4 9 (37.50%) Manual Testing
4 9 (37.50%) Regression Testing
4 9 (37.50%) Requirements Analysis
4 9 (37.50%) Scenario Testing
4 9 (37.50%) Test Automation
5 7 (29.17%) Machine Learning
6 6 (25.00%) Actionable Insight
6 6 (25.00%) CRM
6 6 (25.00%) Customer Segmentation
6 6 (25.00%) E-Commerce
6 6 (25.00%) ETL
6 6 (25.00%) Mathematics
6 6 (25.00%) Statistical Analysis
6 6 (25.00%) Statistical Learning
Programming Languages
1 11 (45.83%) Java
2 7 (29.17%) SQL
3 6 (25.00%) R
4 5 (20.83%) C
5 3 (12.50%) MATLAB
6 1 (4.17%) Bash Shell
6 1 (4.17%) ES6
6 1 (4.17%) JavaScript
6 1 (4.17%) Perl
6 1 (4.17%) PowerShell
6 1 (4.17%) Scala
6 1 (4.17%) Shell Script
Qualifications
1 17 (70.83%) Degree
2 11 (45.83%) SC Cleared
2 11 (45.83%) Security Cleared
3 6 (25.00%) Numerate Degree
4 1 (4.17%) DV Cleared
4 1 (4.17%) ISTQB
4 1 (4.17%) RHCE
4 1 (4.17%) RHCSA
Quality Assurance & Compliance
1 1 (4.17%) QA
System Software
1 3 (12.50%) Firmware
2 1 (4.17%) Docker
2 1 (4.17%) Virtual Machines
2 1 (4.17%) VMware Infrastructure
Systems Management
1 1 (4.17%) Grafana
1 1 (4.17%) Kibana
1 1 (4.17%) Puppet
1 1 (4.17%) Terraform
Vendors
1 2 (8.33%) Oracle
2 1 (4.17%) HP
2 1 (4.17%) Red Hat
2 1 (4.17%) Tableau
2 1 (4.17%) VMware