Period
to 24 May 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 24 May 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Portsmouth
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 57 57 22
Rank change year-on-year 0 -35 +40
Permanent jobs citing Python 25 20 54
As % of all permanent IT jobs advertised in Portsmouth 4.22% 3.14% 10.71%
As % of the Programming Languages category 6.94% 4.67% 16.51%
Number of salaries quoted 13 21 54
Portsmouth median annual salary £52,500 £37,500 £34,250
Median salary % change year-on-year +40.00% +9.49% -23.89%
10th Percentile £45,250 £26,250 £27,875
90th Percentile £60,000 £52,500 £56,250
Hampshire median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - +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 360 428 327
As % of all permanent IT jobs advertised in Portsmouth 60.71% 67.19% 64.88%
Number of salaries quoted 284 394 314
Portsmouth median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,250 £25,000 £26,625
90th Percentile £57,500 £56,250 £55,000
Hampshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +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 24 May 2018.

Salary histogram for Python in Portsmouth

For the 6 months to 24 May 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 (48.00%) Agile Software Development
1 12 (48.00%) Degree
1 12 (48.00%) SQL
2 11 (44.00%) CRM
2 11 (44.00%) E-Commerce
2 11 (44.00%) ETL
2 11 (44.00%) SPSS
2 11 (44.00%) Marketing
2 11 (44.00%) Statistics
2 11 (44.00%) Data Analysis
2 11 (44.00%) Retail
2 11 (44.00%) Statistical Analysis
2 11 (44.00%) Mathematics
2 11 (44.00%) R
2 11 (44.00%) Machine Learning
2 11 (44.00%) Big Data
2 11 (44.00%) Customer Segmentation
2 11 (44.00%) Analytical Skills
2 11 (44.00%) Algorithms
2 11 (44.00%) Statistical Learning
2 11 (44.00%) Actionable Insight
2 11 (44.00%) Personalization
2 11 (44.00%) Numerate Degree
3 9 (36.00%) Scrum
3 9 (36.00%) Software Engineering
4 7 (28.00%) Subversion
4 7 (28.00%) Java
5 6 (24.00%) C
6 5 (20.00%) Firmware
6 5 (20.00%) MATLAB

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 3 (12.00%) Elasticsearch
2 1 (4.00%) Tomcat
Applications
1 11 (44.00%) SPSS
2 1 (4.00%) Microsoft Office
2 1 (4.00%) MS Visio
Communications & Networking
1 2 (8.00%) Wireshark
2 1 (4.00%) SNMP
Database & Business Intelligence
1 11 (44.00%) Big Data
2 3 (12.00%) MongoDB
3 1 (4.00%) MySQL
Development Applications
1 7 (28.00%) Subversion
2 5 (20.00%) Git (software)
2 5 (20.00%) LabVIEW
3 2 (8.00%) JIRA
4 1 (4.00%) Cucumber
4 1 (4.00%) Eclipse
4 1 (4.00%) Jenkins
4 1 (4.00%) JIRA Agile
4 1 (4.00%) JMeter
4 1 (4.00%) Rational DOORS
4 1 (4.00%) Robot Framework
4 1 (4.00%) Selenium
4 1 (4.00%) SoapUI
4 1 (4.00%) Visual Studio
4 1 (4.00%) WebDriver
General
1 11 (44.00%) Marketing
1 11 (44.00%) Retail
2 3 (12.00%) Electronics
Job Titles
1 13 (52.00%) Analyst
2 11 (44.00%) Data Analyst
2 11 (44.00%) SPSS Analyst
2 11 (44.00%) SPSS Data Analyst
2 11 (44.00%) SQL Analyst
2 11 (44.00%) SQL Data Analyst
3 5 (20.00%) Software Engineer
4 4 (16.00%) Developer
5 3 (12.00%) Embedded Engineer
5 3 (12.00%) Embedded Software Engineer
5 3 (12.00%) Front End Developer (Client-Side Developer)
5 3 (12.00%) JavaScript Developer
6 2 (8.00%) Development Engineer
6 2 (8.00%) SOC Analyst
6 2 (8.00%) Software Development Engineer
6 2 (8.00%) Test Engineer
7 1 (4.00%) JIRA Engineer
7 1 (4.00%) Lead Java Developer
7 1 (4.00%) Linux Engineer
7 1 (4.00%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 3 (12.00%) AngularJS
1 3 (12.00%) CSS
1 3 (12.00%) Highcharts JS
1 3 (12.00%) LESS
1 3 (12.00%) Node.js
1 3 (12.00%) Redux
1 3 (12.00%) REST
1 3 (12.00%) Semantic UI
2 2 (8.00%) Middleware
3 1 (4.00%) Gherkin
3 1 (4.00%) Hibernate
3 1 (4.00%) HTML
3 1 (4.00%) Java EE
3 1 (4.00%) JPA
3 1 (4.00%) jQuery
3 1 (4.00%) Web Services
3 1 (4.00%) XHTML
3 1 (4.00%) XML
Miscellaneous
1 11 (44.00%) Algorithms
1 11 (44.00%) Analytical Skills
2 3 (12.00%) Self-Motivation
3 2 (8.00%) ASIC
4 1 (4.00%) Derivative
Operating Systems
1 2 (8.00%) Linux
1 2 (8.00%) Unix
2 1 (4.00%) Oracle Linux
2 1 (4.00%) Red Hat Enterprise Linux
2 1 (4.00%) Windows
Processes & Methodologies
1 12 (48.00%) Agile Software Development
2 11 (44.00%) Actionable Insight
2 11 (44.00%) CRM
2 11 (44.00%) Customer Segmentation
2 11 (44.00%) Data Analysis
2 11 (44.00%) E-Commerce
2 11 (44.00%) ETL
2 11 (44.00%) Machine Learning
2 11 (44.00%) Mathematics
2 11 (44.00%) Personalization
2 11 (44.00%) Statistical Analysis
2 11 (44.00%) Statistical Learning
2 11 (44.00%) Statistics
3 9 (36.00%) Scrum
3 9 (36.00%) Software Engineering
4 5 (20.00%) Analytics
4 5 (20.00%) BDD
4 5 (20.00%) TDD
4 5 (20.00%) Visualisation
5 4 (16.00%) Open Source
Programming Languages
1 12 (48.00%) SQL
2 11 (44.00%) R
3 7 (28.00%) Java
4 6 (24.00%) C
5 5 (20.00%) MATLAB
6 3 (12.00%) C#
6 3 (12.00%) JavaScript
6 3 (12.00%) TypeScript
7 2 (8.00%) Embedded C
7 2 (8.00%) PowerShell
8 1 (4.00%) Bash Shell
8 1 (4.00%) Perl
8 1 (4.00%) Shell Script
Qualifications
1 12 (48.00%) Degree
2 11 (44.00%) Numerate Degree
3 4 (16.00%) Security Cleared
4 3 (12.00%) SC Cleared
5 1 (4.00%) DV Cleared
5 1 (4.00%) ISTQB
5 1 (4.00%) RHCE
5 1 (4.00%) RHCSA
Quality Assurance & Compliance
1 3 (12.00%) QA
System Software
1 5 (20.00%) Firmware
2 1 (4.00%) Virtual Machines
2 1 (4.00%) VMware Infrastructure
Systems Management
1 1 (4.00%) Puppet
Vendors
1 3 (12.00%) Oracle
2 2 (8.00%) Tableau
3 1 (4.00%) HP
3 1 (4.00%) Red Hat
3 1 (4.00%) VMware