Period
to 24 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Portsmouth
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 40 43 22
Rank change year-on-year +3 -21 +81
Permanent jobs citing Python 48 27 84
As % of all permanent IT jobs advertised in Portsmouth 6.95% 4.07% 10.22%
As % of the Programming Languages category 12.06% 6.85% 15.56%
Number of salaries quoted 56 29 82
Portsmouth median annual salary £42,500 £37,500 £36,000
Median salary % change year-on-year +13.33% +4.17% -20.00%
10th Percentile £30,625 £27,500 £30,250
90th Percentile £51,875 £60,000 £56,250
Hampshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 398 394 540
As % of all permanent IT jobs advertised in Portsmouth 57.60% 59.43% 65.69%
Number of salaries quoted 364 382 468
Portsmouth median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +6.25%
10th Percentile £24,000 £26,250 £27,500
90th Percentile £57,500 £54,875 £58,750
Hampshire median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +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 November 2017.

Salary histogram for Python in Portsmouth

For the 6 months to 24 November 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 30 (62.50%) HTML
1 30 (62.50%) Ruby
2 26 (54.17%) JavaScript
2 26 (54.17%) CSS
3 25 (52.08%) .NET
3 25 (52.08%) SQL
4 24 (50.00%) Java
4 24 (50.00%) C#
4 24 (50.00%) SQL Server
4 24 (50.00%) MVC
5 22 (45.83%) Retail
5 22 (45.83%) HTML5
6 21 (43.75%) NUnit
6 21 (43.75%) Microsoft
7 20 (41.67%) Moq
8 18 (37.50%) Agile Software Development
8 18 (37.50%) Linux
8 18 (37.50%) SDLC
9 17 (35.42%) NoSQL
10 16 (33.33%) E-Commerce
11 15 (31.25%) Back Office
11 15 (31.25%) SOA
11 15 (31.25%) Pair Programming
11 15 (31.25%) Wiki
11 15 (31.25%) Redis
11 15 (31.25%) NServiceBus
11 15 (31.25%) SOLID
12 12 (25.00%) Mentoring
12 12 (25.00%) Bash Shell
13 11 (22.92%) Open Source

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 15 (31.25%) NServiceBus
2 4 (8.33%) Apache Spark
2 4 (8.33%) Tomcat
3 1 (2.08%) Elasticsearch
Applications
1 1 (2.08%) Abaqus
1 1 (2.08%) Inkscape
1 1 (2.08%) Microsoft Office
1 1 (2.08%) Photoshop
1 1 (2.08%) SOLIDWORKS
Cloud Services
1 4 (8.33%) Amazon AWS
1 4 (8.33%) Microsoft Azure
Communications & Networking
1 4 (8.33%) SNMP
2 3 (6.25%) Wireshark
3 1 (2.08%) DNS
3 1 (2.08%) HTTP
3 1 (2.08%) Internet
3 1 (2.08%) SMTP
3 1 (2.08%) TCP/IP
3 1 (2.08%) tcpdump
Database & Business Intelligence
1 24 (50.00%) SQL Server
2 17 (35.42%) NoSQL
3 15 (31.25%) Redis
4 4 (8.33%) Big Data
4 4 (8.33%) MySQL
5 2 (4.17%) Geospatial Data
5 2 (4.17%) GIS
6 1 (2.08%) PostgreSQL
Development Applications
1 21 (43.75%) NUnit
2 20 (41.67%) Moq
3 5 (10.42%) Git (software)
4 4 (8.33%) Atlassian Bamboo
4 4 (8.33%) Jenkins
4 4 (8.33%) Subversion
4 4 (8.33%) Travis CI
General
1 22 (45.83%) Retail
2 15 (31.25%) Back Office
3 1 (2.08%) Marketing
Job Titles
1 17 (35.42%) Developer
2 10 (20.83%) .NET Developer
2 10 (20.83%) C# Developer
3 9 (18.75%) C# .NET Developer
4 7 (14.58%) Software Engineer
5 6 (12.50%) .NET Development Team Leader
5 6 (12.50%) .NET Team Leader
5 6 (12.50%) Development Team Leader
5 6 (12.50%) Linux Engineer
5 6 (12.50%) Team Leader
6 5 (10.42%) .NET Software Engineer
6 5 (10.42%) Analyst
6 5 (10.42%) Junior
6 5 (10.42%) Software Developer
7 4 (8.33%) Applications Support
7 4 (8.33%) Applications Support Engineer
7 4 (8.33%) Architect
7 4 (8.33%) Python Developer
7 4 (8.33%) Software Architect
7 4 (8.33%) Support Engineer
Libraries, Frameworks & Software Standards
1 30 (62.50%) HTML
2 26 (54.17%) CSS
3 25 (52.08%) .NET
4 22 (45.83%) HTML5
5 6 (12.50%) ASP.NET
5 6 (12.50%) ASP.NET MVC
5 6 (12.50%) ASP.NET MVC 3
6 5 (10.42%) jQuery
6 5 (10.42%) XML
7 4 (8.33%) Django
7 4 (8.33%) Hibernate
7 4 (8.33%) Java EE
7 4 (8.33%) JPA
7 4 (8.33%) XHTML
8 2 (4.17%) .NET Framework
9 1 (2.08%) Angular 2
9 1 (2.08%) AngularJS
9 1 (2.08%) Celery
9 1 (2.08%) NumPy
Miscellaneous
1 15 (31.25%) Wiki
2 6 (12.50%) Derivative
3 2 (4.17%) Data Structures
4 1 (2.08%) Analytical Skills
Operating Systems
1 18 (37.50%) Linux
2 10 (20.83%) Unix
3 6 (12.50%) CentOS
3 6 (12.50%) Oracle Linux
3 6 (12.50%) Red Hat Enterprise Linux
4 5 (10.42%) Windows
Processes & Methodologies
1 24 (50.00%) MVC
2 18 (37.50%) Agile Software Development
2 18 (37.50%) SDLC
3 16 (33.33%) E-Commerce
4 15 (31.25%) Pair Programming
4 15 (31.25%) SOA
4 15 (31.25%) SOLID
5 12 (25.00%) Mentoring
6 11 (22.92%) Open Source
6 11 (22.92%) Software Engineering
7 10 (20.83%) Scrum
8 9 (18.75%) Customer Requirements
9 7 (14.58%) Software Testing
10 6 (12.50%) Data Analysis
10 6 (12.50%) ITIL
10 6 (12.50%) Kanban
10 6 (12.50%) Security Management
11 5 (10.42%) Front End Development
12 4 (8.33%) TDD
12 4 (8.33%) XML Parsing
Programming Languages
1 30 (62.50%) Ruby
2 26 (54.17%) JavaScript
3 25 (52.08%) SQL
4 24 (50.00%) C#
4 24 (50.00%) Java
5 12 (25.00%) Bash Shell
6 9 (18.75%) Perl
7 6 (12.50%) Shell Script
8 3 (6.25%) PowerShell
9 1 (2.08%) Fortran
9 1 (2.08%) PHP
9 1 (2.08%) sed
9 1 (2.08%) VB
9 1 (2.08%) VB.NET
9 1 (2.08%) VBA
Qualifications
1 10 (20.83%) Security Cleared
2 7 (14.58%) DV Cleared
2 7 (14.58%) SC Cleared
3 6 (12.50%) RHCE
3 6 (12.50%) RHCSA
4 1 (2.08%) Degree
4 1 (2.08%) PhD
Quality Assurance & Compliance
1 10 (20.83%) QA
System Software
1 6 (12.50%) Virtual Machines
1 6 (12.50%) VMware Infrastructure
2 1 (2.08%) Docker
Systems Management
1 6 (12.50%) Puppet
2 1 (2.08%) Marathon
Vendors
1 21 (43.75%) Microsoft
2 6 (12.50%) HP
2 6 (12.50%) Oracle
2 6 (12.50%) Red Hat
2 6 (12.50%) VMware
3 1 (2.08%) ANSYS