Period
to 26 May 2019

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 26 May 2019 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Portsmouth
6 months to
26 May 2019
Same period 2018 Same period 2017
Rank 60 57 60
Rank change year-on-year -3 +3 -36
Permanent jobs citing Python 24 25 18
As % of all permanent IT jobs advertised in Portsmouth 3.20% 4.19% 2.85%
As % of the Programming Languages category 5.01% 6.89% 4.27%
Number of salaries quoted 15 13 19
Portsmouth median annual salary £42,500 £52,500 £37,500
Median salary % change year-on-year -19.05% +40.00% +9.49%
10th Percentile £23,100 £45,250 £25,250
90th Percentile £44,950 £60,000 £53,250
Hampshire median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% -

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 479 363 422
As % of all permanent IT jobs advertised in Portsmouth 63.87% 60.80% 66.77%
Number of salaries quoted 395 287 388
Portsmouth median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,900 £26,250 £24,700
90th Percentile £62,500 £57,500 £56,250
Hampshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +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 26 May 2019.

Salary histogram for Python in Portsmouth

For the 6 months to 26 May 2019, 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 13 (54.17%) Java
2 12 (50.00%) Analytics
3 11 (45.83%) C
3 11 (45.83%) C++
3 11 (45.83%) SQL
3 11 (45.83%) Software Engineering
4 10 (41.67%) Artificial Intelligence
4 10 (41.67%) Data Analytics
5 9 (37.50%) Security Cleared
5 9 (37.50%) Microsoft
6 8 (33.33%) Linux
6 8 (33.33%) Docker
7 7 (29.17%) DevOps
7 7 (29.17%) DV Cleared
8 6 (25.00%) AngularJS
8 6 (25.00%) Go
8 6 (25.00%) Ansible
8 6 (25.00%) Rust
8 6 (25.00%) Continuous Delivery
8 6 (25.00%) Vue.js
8 6 (25.00%) Django
8 6 (25.00%) Open Source
8 6 (25.00%) Node.js
8 6 (25.00%) Business Intelligence
8 6 (25.00%) C#
8 6 (25.00%) Business Development
8 6 (25.00%) Degree
8 6 (25.00%) Agile Software Development
8 6 (25.00%) TDD
9 5 (20.83%) SQL Server

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 (16.67%) SAS
2 2 (8.33%) Apache Spark
3 1 (4.17%) Kinematics
Applications
1 4 (16.67%) Microsoft Excel
2 2 (8.33%) Microsoft PowerPoint
Cloud Services
1 4 (16.67%) Power Platform
2 1 (4.17%) Amazon AWS
2 1 (4.17%) AWS CloudFormation
2 1 (4.17%) SaaS
Communications & Networking
1 3 (12.50%) VoIP
2 2 (8.33%) Internet
3 1 (4.17%) TCP/IP
3 1 (4.17%) tcpdump
3 1 (4.17%) Wireshark
Database & Business Intelligence
1 5 (20.83%) SQL Server
2 4 (16.67%) Data Mining
2 4 (16.67%) Data Warehouse
2 4 (16.67%) Power BI
2 4 (16.67%) QlikView
3 3 (12.50%) MySQL
3 3 (12.50%) PostgreSQL
4 2 (8.33%) Big Data
4 2 (8.33%) Hadoop
4 2 (8.33%) NoSQL
4 2 (8.33%) Qlik Sense
4 2 (8.33%) SQL Server 2016
Development Applications
1 3 (12.50%) JIRA
2 2 (8.33%) Toad
3 1 (4.17%) Jenkins
3 1 (4.17%) Maven
General
1 1 (4.17%) Automotive
1 1 (4.17%) Electronics
Job Titles
1 8 (33.33%) Developer
2 6 (25.00%) C++ Developer
2 6 (25.00%) C++ Software Developer
2 6 (25.00%) Python Developer
2 6 (25.00%) Software Developer
3 5 (20.83%) Analyst
3 5 (20.83%) Software Engineer
4 4 (16.67%) Cloud Engineer
4 4 (16.67%) Cloud Infrastructure Engineer
4 4 (16.67%) Data Analyst
4 4 (16.67%) Infrastructure Engineer
5 3 (12.50%) Junior
5 3 (12.50%) VMware Engineer
5 3 (12.50%) VMware Infrastructure Engineer
5 3 (12.50%) VoIP Engineer
6 2 (8.33%) .NET Developer
6 2 (8.33%) Graduate
6 2 (8.33%) Insight Analyst
6 2 (8.33%) Junior Analyst
6 2 (8.33%) Junior Data Analyst
Libraries, Frameworks & Software Standards
1 6 (25.00%) AngularJS
1 6 (25.00%) Django
1 6 (25.00%) Node.js
1 6 (25.00%) Vue.js
2 2 (8.33%) .NET
2 2 (8.33%) RESTful
3 1 (4.17%) ASP.NET
3 1 (4.17%) REST
3 1 (4.17%) SOAP
Miscellaneous
1 3 (12.50%) Analytical Skills
1 3 (12.50%) Greenfield Project
2 2 (8.33%) Data Structures
2 2 (8.33%) Internet of Things
3 1 (4.17%) Security Operations Centre
Operating Systems
1 8 (33.33%) Linux
2 5 (20.83%) Windows
Processes & Methodologies
1 12 (50.00%) Analytics
2 11 (45.83%) Software Engineering
3 10 (41.67%) Artificial Intelligence
3 10 (41.67%) Data Analytics
4 7 (29.17%) DevOps
5 6 (25.00%) Agile Software Development
5 6 (25.00%) Business Development
5 6 (25.00%) Business Intelligence
5 6 (25.00%) Continuous Delivery
5 6 (25.00%) Open Source
5 6 (25.00%) TDD
6 5 (20.83%) Computer Science
6 5 (20.83%) Problem-Solving
7 4 (16.67%) Data Visualisation
7 4 (16.67%) Infrastructure Engineering
7 4 (16.67%) Machine Learning
7 4 (16.67%) Statistics
7 4 (16.67%) Visualisation
8 3 (12.50%) Configuration Management
8 3 (12.50%) Continuous Improvement
Programming Languages
1 13 (54.17%) Java
2 11 (45.83%) C
2 11 (45.83%) C++
2 11 (45.83%) SQL
3 6 (25.00%) C#
3 6 (25.00%) Go
3 6 (25.00%) Rust
4 4 (16.67%) PHP
4 4 (16.67%) R
4 4 (16.67%) VBA
5 3 (12.50%) JavaScript
5 3 (12.50%) MATLAB
5 3 (12.50%) PowerShell
5 3 (12.50%) Ruby
6 2 (8.33%) Perl
Qualifications
1 9 (37.50%) Security Cleared
2 7 (29.17%) DV Cleared
3 6 (25.00%) Degree
4 2 (8.33%) SC Cleared
5 1 (4.17%) Computer Science Degree
System Software
1 8 (33.33%) Docker
2 3 (12.50%) VMware ESXi
2 3 (12.50%) VMware Infrastructure
Systems Management
1 6 (25.00%) Ansible
2 3 (12.50%) vCenter Server
Vendors
1 9 (37.50%) Microsoft
2 4 (16.67%) Tableau
3 3 (12.50%) Atlassian
3 3 (12.50%) Avaya
3 3 (12.50%) Cisco
3 3 (12.50%) Mitel
3 3 (12.50%) VMware
4 2 (8.33%) Alteryx