The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 23 April 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
South East / Hampshire
3 months to
23 Apr 2017
Same period 2016 Same period 2015
Rank 138 177 196
Rank change year-on-year +39 +19  
Permanent jobs citing Machine Learning 23 17 5
As % of all permanent IT jobs advertised in Hampshire 0.75% 0.50% 0.13%
As % of the Processes & Methodologies category 0.86% 0.59% 0.16%
Number of salaries quoted 23 17 4
Median salary £36,000 £50,000 £65,000
Median salary % change year-on-year -28.00% -23.07%  
90% offered a salary of more than £25,000 £43,800 £46,750
10% offered a salary of more than £58,000 £61,000 £69,250
UK excluding London median salary £52,250 £52,500 £52,500
% change year-on-year -0.47% -  

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 Hampshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hampshire
Permanent job vacancies with a requirement for process and methodology skills 2683 2891 3175
As % of all permanent IT job vacancies advertised in Hampshire 86.91% 85.00% 84.35%
Number of salaries quoted 2301 2530 2631
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £29,500 £28,500
10% offered a salary of more than £62,500 £66,000 £63,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Machine Learning
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire 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 Hampshire

Machine Learning
Salary Trend in Hampshire

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

Salary trend for Machine Learning in Hampshire

Machine Learning
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Machine Learning in Hampshire over the 3 months to 23 April 2017.

Salary histogram for Machine Learning in Hampshire

Machine Learning
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Hampshire region over the 3 months to 23 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton +15 12 £45,000 -
Romsey - 5 £25,000 -
Portsmouth - 4 £28,750 - 1
Farnborough - 2 £36,000 -
Machine Learning
South East

For the 6 months to 23 April 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 Hampshire region with a requirement for Machine Learning.

1 23 (54.76%) C++
2 21 (50.00%) Algorithms
3 20 (47.62%) C#
3 20 (47.62%) Python
4 16 (38.10%) SQL Server
4 16 (38.10%) Agile Software Development
5 15 (35.71%) Mathematics
6 14 (33.33%) Software Engineering
7 13 (30.95%) Big Data
7 13 (30.95%) C
7 13 (30.95%) JavaScript
7 13 (30.95%) SQL
8 12 (28.57%) .NET
8 12 (28.57%) ASP.NET
8 12 (28.57%) CSS
9 11 (26.19%) HTML
10 10 (23.81%) PhD
10 10 (23.81%) Customer Requirements
11 9 (21.43%) Java
11 9 (21.43%) SaaS
12 7 (16.67%) HTML5
12 7 (16.67%) Degree
12 7 (16.67%) PHP
12 7 (16.67%) MVC
12 7 (16.67%) Electronics
13 6 (14.29%) Smart Energy
13 6 (14.29%) Computer Vision
13 6 (14.29%) Automotive
13 6 (14.29%) Military
13 6 (14.29%) Data Analysis

Machine Learning
Co-occurring IT Skills in Hampshire 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 (2.38%) Apache Spark
Cloud Services
1 9 (21.43%) SaaS
2 5 (11.90%) Amazon AWS
2 5 (11.90%) Microsoft Azure
Communications & Networking
1 1 (2.38%) 2G
1 1 (2.38%) 3G
1 1 (2.38%) LTE
Database & Business Intelligence
1 16 (38.10%) SQL Server
2 13 (30.95%) Big Data
3 6 (14.29%) Data Mining
4 5 (11.90%) NoSQL
5 4 (9.52%) MySQL
6 3 (7.14%) Hadoop
7 1 (2.38%) SQL Server 2008
7 1 (2.38%) SQL Server 2014
7 1 (2.38%) SQL Server Analysis Services
7 1 (2.38%) SQL Server Integration Services
7 1 (2.38%) SQL Server Reporting Services
Development Applications
1 1 (2.38%) Xcode
General
1 7 (16.67%) Electronics
2 6 (14.29%) Automotive
2 6 (14.29%) Military
3 4 (9.52%) Finance
4 2 (4.76%) Games
Job Titles
1 17 (40.48%) Developer
2 12 (28.57%) .NET Developer
3 10 (23.81%) C# .NET Developer
3 10 (23.81%) C# Developer
3 10 (23.81%) Junior
3 10 (23.81%) Software Engineer
4 7 (16.67%) ASP.NET Developer
4 7 (16.67%) JavaScript Engineer
5 6 (14.29%) C++ Consultant
5 6 (14.29%) Computer Vision Consultant
5 6 (14.29%) Consultant
5 6 (14.29%) Data Scientist
6 5 (11.90%) C# ASP.NET Developer
6 5 (11.90%) Junior .NET Developer
6 5 (11.90%) Junior C# .NET Developer
6 5 (11.90%) Junior C# Developer
6 5 (11.90%) Junior Developer
6 5 (11.90%) Junior Software Engineer
6 5 (11.90%) SQL Developer
7 4 (9.52%) Software Developer
Libraries, Frameworks & Software Standards
1 12 (28.57%) .NET
1 12 (28.57%) ASP.NET
1 12 (28.57%) CSS
2 11 (26.19%) HTML
3 7 (16.67%) HTML5
4 6 (14.29%) REST
5 5 (11.90%) Ajax
5 5 (11.90%) AngularJS
5 5 (11.90%) ASP.NET Web Forms
5 5 (11.90%) Web Services
6 4 (9.52%) LAMP
7 3 (7.14%) jQuery
8 2 (4.76%) Django
9 1 (2.38%) D3.js
9 1 (2.38%) JSON
9 1 (2.38%) Node.js
9 1 (2.38%) NumPy
9 1 (2.38%) Pandas
9 1 (2.38%) SciPy
Miscellaneous
1 21 (50.00%) Algorithms
2 6 (14.29%) Smart Energy
3 5 (11.90%) Computer Science
4 4 (9.52%) Greenfield Project
5 1 (2.38%) Analytical Skills
5 1 (2.38%) Embedded Systems
5 1 (2.38%) Internet of Things
Operating Systems
1 2 (4.76%) Embedded Linux
1 2 (4.76%) Linux
2 1 (2.38%) Apple iOS
2 1 (2.38%) Mac OS X
Processes & Methodologies
1 16 (38.10%) Agile Software Development
2 15 (35.71%) Mathematics
3 14 (33.33%) Software Engineering
4 10 (23.81%) Customer Requirements
5 7 (16.67%) MVC
6 6 (14.29%) Computer Vision
6 6 (14.29%) Data Analysis
6 6 (14.29%) Image Processing
7 4 (9.52%) Cross-Browser Compatibility
7 4 (9.52%) Front End Development
7 4 (9.52%) Mathematical Modelling
7 4 (9.52%) Open Source
7 4 (9.52%) Physics
7 4 (9.52%) Predictive Modelling
7 4 (9.52%) Statistical Analysis
8 3 (7.14%) Analytics
8 3 (7.14%) OOP
8 3 (7.14%) Prototyping
8 3 (7.14%) Web Development
9 2 (4.76%) Actionable Insight
Programming Languages
1 23 (54.76%) C++
2 20 (47.62%) C#
2 20 (47.62%) Python
3 13 (30.95%) C
3 13 (30.95%) JavaScript
3 13 (30.95%) SQL
4 9 (21.43%) Java
5 7 (16.67%) PHP
6 4 (9.52%) MATLAB
7 2 (4.76%) Ruby
8 1 (2.38%) Apple Swift
8 1 (2.38%) Embedded C
8 1 (2.38%) Embedded C++
8 1 (2.38%) Objective-C
8 1 (2.38%) R
Qualifications
1 10 (23.81%) PhD
2 7 (16.67%) Degree
3 6 (14.29%) SC Cleared
3 6 (14.29%) Security Cleared
Quality Assurance & Compliance
1 1 (2.38%) PMO
1 1 (2.38%) QA
System Software
1 1 (2.38%) Docker
1 1 (2.38%) Firmware
Systems Management
1 1 (2.38%) EMC NetWorker
Vendors
1 1 (2.38%) Apple
Portsmouth, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £40000 per annum + Flexi Hours, Training, etc
Posted: 2 days ago