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

Machine Learning
Hampshire / Portsmouth
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 53 43 -
Rank change year-on-year -10 -  
Permanent jobs citing Machine Learning 4 3 0
As % of all permanent IT jobs advertised in Portsmouth 1.14% 1.20% -
As % of the Processes & Methodologies category 1.27% 1.36% -
Number of salaries quoted 4 3 0
Median salary £35,000 £30,000 -
Median salary % change year-on-year +16.66% -  
UK excluding London median salary £50,000 £50,000 £50,000

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 314 221 251
As % of all permanent IT job vacancies advertised in Portsmouth 89.20% 88.40% 85.96%
Number of salaries quoted 288 206 214
Median salary £44,000 £40,000 £42,500
Median salary % change year-on-year +10.00% -5.88%  
90% offered a salary of more than £30,000 £27,500 £25,000
10% offered a salary of more than £55,000 £50,000 £50,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 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 7 (87.50%) Agile Software Development
2 5 (62.50%) SQL
2 5 (62.50%) C#
3 4 (50.00%) .NET
3 4 (50.00%) SQL Server
3 4 (50.00%) ASP.NET
3 4 (50.00%) Algorithms
4 3 (37.50%) MapReduce
4 3 (37.50%) Big Data
4 3 (37.50%) TDD
4 3 (37.50%) Data Analysis
4 3 (37.50%) Ajax
4 3 (37.50%) Statistical Analysis
4 3 (37.50%) Statistics
4 3 (37.50%) Django
4 3 (37.50%) Visualisation
4 3 (37.50%) Open Source
4 3 (37.50%) Predictive Modelling
4 3 (37.50%) Python
5 2 (25.00%) Business Intelligence
5 2 (25.00%) MVC
5 2 (25.00%) SciPy
5 2 (25.00%) NumPy
5 2 (25.00%) ASP.NET Web Forms
5 2 (25.00%) Pandas
6 1 (12.50%) Statistical Inference
6 1 (12.50%) Apache Spark
6 1 (12.50%) Apple Swift
6 1 (12.50%) R
6 1 (12.50%) Data Visualisation

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 (12.50%) Apache Spark
Database & Business Intelligence
1 4 (50.00%) SQL Server
2 3 (37.50%) Big Data
3 1 (12.50%) Hadoop
Development Applications
1 1 (12.50%) Xcode
Job Titles
1 4 (50.00%) .NET Developer
1 4 (50.00%) Developer
2 3 (37.50%) Data Scientist
3 2 (25.00%) .NET Software Developer
3 2 (25.00%) ASP.NET Developer
3 2 (25.00%) C# .NET Developer
3 2 (25.00%) C# Developer
3 2 (25.00%) Junior
3 2 (25.00%) Junior .NET Developer
3 2 (25.00%) Junior C# .NET Developer
3 2 (25.00%) Junior C# Developer
3 2 (25.00%) Junior Developer
3 2 (25.00%) Software Developer
Libraries, Frameworks & Software Standards
1 4 (50.00%) .NET
1 4 (50.00%) ASP.NET
2 3 (37.50%) Ajax
2 3 (37.50%) Django
3 2 (25.00%) ASP.NET Web Forms
3 2 (25.00%) NumPy
3 2 (25.00%) Pandas
3 2 (25.00%) SciPy
4 1 (12.50%) CSS
4 1 (12.50%) D3.js
Miscellaneous
1 4 (50.00%) Algorithms
Operating Systems
1 1 (12.50%) Apple iOS
1 1 (12.50%) Mac OS X
Processes & Methodologies
1 7 (87.50%) Agile Software Development
2 3 (37.50%) Data Analysis
2 3 (37.50%) MapReduce
2 3 (37.50%) Open Source
2 3 (37.50%) Predictive Modelling
2 3 (37.50%) Statistical Analysis
2 3 (37.50%) Statistics
2 3 (37.50%) TDD
2 3 (37.50%) Visualisation
3 2 (25.00%) Business Intelligence
3 2 (25.00%) MVC
4 1 (12.50%) Data Visualisation
4 1 (12.50%) Deep Learning
4 1 (12.50%) iOS Development
4 1 (12.50%) Software Engineering
4 1 (12.50%) Statistical Inference
4 1 (12.50%) Time Management
Programming Languages
1 5 (62.50%) C#
1 5 (62.50%) SQL
2 3 (37.50%) Python
3 1 (12.50%) Apple Swift
3 1 (12.50%) JavaScript
3 1 (12.50%) Objective-C
3 1 (12.50%) R
Vendors
1 1 (12.50%) Apple