Period
to 20 February 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 20 February 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Portsmouth
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 48 50 17
Rank change year-on-year +2 -33 +72
Permanent jobs citing Python 35 25 102
As % of all permanent IT jobs advertised in Portsmouth 5.31% 4.07% 14.03%
As % of the Programming Languages category 9.19% 6.63% 19.77%
Number of salaries quoted 42 28 101
Portsmouth median annual salary £42,500 £38,000 £35,000
Median salary % change year-on-year +11.84% +8.57% -22.22%
10th Percentile £38,750 £29,500 £30,250
90th Percentile £60,000 £57,375 £56,250
Hampshire median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - +12.50%

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 381 377 516
As % of all permanent IT jobs advertised in Portsmouth 57.81% 61.40% 70.98%
Number of salaries quoted 329 354 476
Portsmouth median annual salary £42,500 £40,000 £42,087
Median salary % change year-on-year +6.25% -4.96% +5.22%
10th Percentile £24,000 £26,000 £27,500
90th Percentile £57,500 £52,500 £58,750
Hampshire median annual salary £41,500 £40,000 £41,674
% change year-on-year +3.75% -4.02% +4.19%

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 20 February 2018.

Salary histogram for Python in Portsmouth

For the 6 months to 20 February 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 16 (45.71%) SQL
1 16 (45.71%) Agile Software Development
2 12 (34.29%) Linux
3 11 (31.43%) Retail
4 10 (28.57%) Data Analysis
4 10 (28.57%) Open Source
4 10 (28.57%) Java
4 10 (28.57%) Big Data
5 9 (25.71%) Scrum
6 8 (22.86%) HTML
6 8 (22.86%) JavaScript
6 8 (22.86%) Bash Shell
6 8 (22.86%) Security Cleared
6 8 (22.86%) Ruby
6 8 (22.86%) Degree
6 8 (22.86%) Analytical Skills
7 7 (20.00%) Machine Learning
7 7 (20.00%) Algorithms
7 7 (20.00%) Customer Segmentation
7 7 (20.00%) Statistical Learning
7 7 (20.00%) Actionable Insight
7 7 (20.00%) Personalization
7 7 (20.00%) Numerate Degree
7 7 (20.00%) Mathematics
7 7 (20.00%) Statistics
7 7 (20.00%) Marketing
7 7 (20.00%) Statistical Analysis
7 7 (20.00%) Software Engineering
7 7 (20.00%) R
7 7 (20.00%) 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 4 (11.43%) Tomcat
2 3 (8.57%) Apache Spark
2 3 (8.57%) Elasticsearch
Applications
1 7 (20.00%) SPSS
2 1 (2.86%) Abaqus
2 1 (2.86%) Microsoft Office
2 1 (2.86%) SOLIDWORKS
Cloud Services
1 3 (8.57%) Amazon AWS
1 3 (8.57%) Microsoft Azure
Communications & Networking
1 4 (11.43%) SNMP
1 4 (11.43%) Wireshark
2 1 (2.86%) DNS
2 1 (2.86%) HTTP
2 1 (2.86%) Internet
2 1 (2.86%) SMTP
2 1 (2.86%) TCP/IP
2 1 (2.86%) tcpdump
Database & Business Intelligence
1 10 (28.57%) Big Data
2 4 (11.43%) MySQL
2 4 (11.43%) SQL Server
3 3 (8.57%) MongoDB
Development Applications
1 6 (17.14%) Subversion
2 5 (14.29%) Git (software)
3 4 (11.43%) NUnit
4 3 (8.57%) Atlassian Bamboo
4 3 (8.57%) Jenkins
4 3 (8.57%) Moq
4 3 (8.57%) Travis CI
5 2 (5.71%) LabVIEW
General
1 11 (31.43%) Retail
2 7 (20.00%) Marketing
3 2 (5.71%) Electronics
Job Titles
1 12 (34.29%) Analyst
1 12 (34.29%) Developer
2 7 (20.00%) Data Analyst
2 7 (20.00%) SPSS Analyst
2 7 (20.00%) SPSS Data Analyst
2 7 (20.00%) SQL Analyst
2 7 (20.00%) SQL Data Analyst
3 4 (11.43%) Applications Engineer
3 4 (11.43%) Applications Support
3 4 (11.43%) Applications Support Engineer
3 4 (11.43%) C# Developer
3 4 (11.43%) JavaScript Developer
3 4 (11.43%) Junior
3 4 (11.43%) Junior Applications Support
3 4 (11.43%) Junior Support Engineer
3 4 (11.43%) SOC Analyst
3 4 (11.43%) Support Engineer
4 3 (8.57%) .NET Developer
4 3 (8.57%) Software Architect
4 3 (8.57%) Software Developer
Libraries, Frameworks & Software Standards
1 8 (22.86%) HTML
2 7 (20.00%) CSS
3 5 (14.29%) .NET
4 4 (11.43%) Hibernate
4 4 (11.43%) HTML5
4 4 (11.43%) Java EE
4 4 (11.43%) JPA
4 4 (11.43%) jQuery
4 4 (11.43%) XHTML
4 4 (11.43%) XML
5 3 (8.57%) AngularJS
5 3 (8.57%) Django
5 3 (8.57%) Highcharts JS
5 3 (8.57%) LESS
5 3 (8.57%) Node.js
5 3 (8.57%) Redux
5 3 (8.57%) REST
5 3 (8.57%) Semantic UI
6 2 (5.71%) Middleware
Miscellaneous
1 8 (22.86%) Analytical Skills
2 7 (20.00%) Algorithms
3 3 (8.57%) Derivative
4 2 (5.71%) ASIC
Operating Systems
1 12 (34.29%) Linux
2 7 (20.00%) Unix
3 5 (14.29%) Windows
4 3 (8.57%) CentOS
4 3 (8.57%) Oracle Linux
4 3 (8.57%) Red Hat Enterprise Linux
Processes & Methodologies
1 16 (45.71%) Agile Software Development
2 10 (28.57%) Data Analysis
2 10 (28.57%) Open Source
3 9 (25.71%) Scrum
4 7 (20.00%) Actionable Insight
4 7 (20.00%) CRM
4 7 (20.00%) Customer Segmentation
4 7 (20.00%) E-Commerce
4 7 (20.00%) ETL
4 7 (20.00%) Machine Learning
4 7 (20.00%) Mathematics
4 7 (20.00%) Personalization
4 7 (20.00%) Software Engineering
4 7 (20.00%) Statistical Analysis
4 7 (20.00%) Statistical Learning
4 7 (20.00%) Statistics
5 6 (17.14%) Customer Requirements
6 5 (14.29%) Analytics
6 5 (14.29%) TDD
6 5 (14.29%) Visualisation
Programming Languages
1 16 (45.71%) SQL
2 10 (28.57%) Java
3 8 (22.86%) Bash Shell
3 8 (22.86%) JavaScript
3 8 (22.86%) Ruby
4 7 (20.00%) C#
4 7 (20.00%) R
5 4 (11.43%) Perl
5 4 (11.43%) PowerShell
6 3 (8.57%) Shell Script
6 3 (8.57%) TypeScript
7 2 (5.71%) C
7 2 (5.71%) Embedded C
7 2 (5.71%) MATLAB
8 1 (2.86%) Fortran
8 1 (2.86%) PHP
8 1 (2.86%) VB
8 1 (2.86%) VB.NET
8 1 (2.86%) VBA
Qualifications
1 8 (22.86%) Degree
1 8 (22.86%) Security Cleared
2 7 (20.00%) Numerate Degree
3 4 (11.43%) DV Cleared
3 4 (11.43%) SC Cleared
4 3 (8.57%) RHCE
4 3 (8.57%) RHCSA
5 1 (2.86%) PhD
Quality Assurance & Compliance
1 2 (5.71%) QA
System Software
1 3 (8.57%) Virtual Machines
1 3 (8.57%) VMware Infrastructure
2 2 (5.71%) Firmware
Systems Management
1 3 (8.57%) Puppet
Vendors
1 5 (14.29%) Oracle
2 3 (8.57%) HP
2 3 (8.57%) Microsoft
2 3 (8.57%) Red Hat
2 3 (8.57%) VMware
3 2 (5.71%) Tableau
4 1 (2.86%) ANSYS