The following table provides summary statistics for permanent job vacancies advertised in Portsmouth with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
Hampshire / Portsmouth
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 49 - -
Rank change year-on-year - 0  
Permanent jobs citing Machine Learning 3 0 0
As % of all permanent IT jobs advertised in Portsmouth 0.89% - -
As % of the Processes & Methodologies category 0.99% - -
Number of salaries quoted 3 0 0
Median salary £30,000 - -
UK excluding London median salary £52,500 £52,500 £52,500

Machine Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Portsmouth with a requirement for process and methodology skills.

Process & Methodology Skills
Portsmouth
Permanent job vacancies with a requirement for process and methodology skills 304 216 256
As % of all permanent IT job vacancies advertised in Portsmouth 90.48% 80.60% 84.49%
Number of salaries quoted 264 201 236
Median salary £42,500 £45,000 £44,750
Median salary % change year-on-year -5.55% +0.55%  
90% offered a salary of more than £28,500 £31,750 £27,800
10% offered a salary of more than £55,000 £59,250 £57,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Machine Learning
Job Vacancy Trend in Portsmouth

The job posting trend of jobs advertised in Portsmouth citing Machine Learning as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Machine Learning in Portsmouth

Machine Learning
Salary Trend in Portsmouth

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Portsmouth.

Salary trend for Machine Learning in Portsmouth

For the 6 months to 30 March 2017, IT jobs citing Machine Learning 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 Machine Learning.

1 14 (93.33%) C#
1 14 (93.33%) Agile Software Development
2 13 (86.67%) .NET
2 13 (86.67%) SQL Server
2 13 (86.67%) ASP.NET
3 8 (53.33%) MVC
4 6 (40.00%) SQL
5 5 (33.33%) ASP.NET Web Forms
6 2 (13.33%) Algorithms
7 1 (6.67%) Apple Swift
7 1 (6.67%) Apache Spark
7 1 (6.67%) Time Management
7 1 (6.67%) Hadoop
7 1 (6.67%) Visualisation
7 1 (6.67%) Open Source
7 1 (6.67%) Predictive Modelling
7 1 (6.67%) Apple iOS
7 1 (6.67%) Statistical Inference
7 1 (6.67%) R
7 1 (6.67%) Data Visualisation
7 1 (6.67%) MapReduce
7 1 (6.67%) D3.js
7 1 (6.67%) Big Data
7 1 (6.67%) Deep Learning
7 1 (6.67%) iOS Development
7 1 (6.67%) TDD
7 1 (6.67%) Data Analysis
7 1 (6.67%) Software Engineering
7 1 (6.67%) Ajax
7 1 (6.67%) Statistical Analysis

Machine Learning
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 (6.67%) Apache Spark
Database & Business Intelligence
1 13 (86.67%) SQL Server
2 1 (6.67%) Big Data
2 1 (6.67%) Hadoop
Development Applications
1 1 (6.67%) Xcode
Job Titles
1 13 (86.67%) .NET Developer
1 13 (86.67%) Developer
2 10 (66.67%) C# .NET Developer
2 10 (66.67%) C# Developer
3 8 (53.33%) ASP.NET Developer
4 5 (33.33%) C# ASP.NET Developer
4 5 (33.33%) Junior
4 5 (33.33%) Junior .NET Developer
4 5 (33.33%) Junior C# .NET Developer
4 5 (33.33%) Junior C# Developer
4 5 (33.33%) Junior Developer
4 5 (33.33%) SQL Developer
5 1 (6.67%) Data Scientist
Libraries, Frameworks & Software Standards
1 13 (86.67%) .NET
1 13 (86.67%) ASP.NET
2 5 (33.33%) ASP.NET Web Forms
3 1 (6.67%) Ajax
3 1 (6.67%) CSS
3 1 (6.67%) D3.js
3 1 (6.67%) Django
Miscellaneous
1 2 (13.33%) Algorithms
Operating Systems
1 1 (6.67%) Apple iOS
1 1 (6.67%) Mac OS X
Processes & Methodologies
1 14 (93.33%) Agile Software Development
2 8 (53.33%) MVC
3 1 (6.67%) Data Analysis
3 1 (6.67%) Data Visualisation
3 1 (6.67%) Deep Learning
3 1 (6.67%) iOS Development
3 1 (6.67%) MapReduce
3 1 (6.67%) Open Source
3 1 (6.67%) Predictive Modelling
3 1 (6.67%) Software Engineering
3 1 (6.67%) Statistical Analysis
3 1 (6.67%) Statistical Inference
3 1 (6.67%) Statistics
3 1 (6.67%) TDD
3 1 (6.67%) Time Management
3 1 (6.67%) Visualisation
Programming Languages
1 14 (93.33%) C#
2 6 (40.00%) SQL
3 1 (6.67%) Apple Swift
3 1 (6.67%) JavaScript
3 1 (6.67%) Objective-C
3 1 (6.67%) Python
3 1 (6.67%) R
Vendors
1 1 (6.67%) Apple