The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Hampshire region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Machine Learning
South East / Hampshire
Rank 138 172 185
Rank change year-on-year
+34 +13
Permanent jobs citing Machine Learning 26 16 8
As % of all permanent IT jobs located in Hampshire 0.91% 0.48% 0.21%
As % of the Processes & Methodologies category 1.05% 0.56% 0.25%
Number of salaries quoted 26 16 7
Median salary £45,000 £50,000 £40,000
Median salary % change year-on-year
-10.00% +25.00%
UK excluding London median salary £52,000 £55,000 £45,000
% change year-on-year
-5.45% +22.22%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Hampshire region.

Processes & Methodologies Category
Hampshire
Permanent IT job ads with a match in the
Processes & Methodologies category
2475 2852 3233
As % of all permanent IT jobs located in Hampshire 86.36% 86.03% 83.63%
Number of salaries quoted 2068 2517 2778
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year
-5.55% +5.88%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £62,427 £66,000 £63,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in Hampshire

The demand trend of job ads across the Hampshire region citing Machine Learning as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Machine Learning Jobs Demand Trend 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 across the Hampshire region.

Machine Learning Salary Trend in Hampshire

Machine Learning
Salary Histogram in Hampshire

This chart provides a salary histogram for IT jobs citing Machine Learning across the Hampshire region over the 3 months to 27 February 2017.

Machine Learning Salary Histogram 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 27 February 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 +24 15 £50,000 +11.11% 3
Portsmouth - 7 £30,000 -
Romsey - 4 £25,000 -
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Hampshire

For the 6 months to 27 February 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 22 (57.89%) C++
2 20 (52.63%) Python
3 19 (50.00%) Algorithms
4 18 (47.37%) C#
5 16 (42.11%) Mathematics
6 15 (39.47%) C
7 14 (36.84%) SQL Server
7 14 (36.84%) Agile Software Development
8 13 (34.21%) ASP.NET
8 13 (34.21%) .NET
9 12 (31.58%) Customer Requirements
10 11 (28.95%) PhD
10 11 (28.95%) Software Engineering
11 10 (26.32%) SQL
12 9 (23.68%) Image Processing
12 9 (23.68%) SaaS
12 9 (23.68%) JavaScript
13 8 (21.05%) HTML
13 8 (21.05%) CSS
13 8 (21.05%) MVC
13 8 (21.05%) Military
13 8 (21.05%) Security Cleared
14 7 (18.42%) Computer Vision
15 6 (15.79%) Automotive
15 6 (15.79%) Java
15 6 (15.79%) SC Cleared
15 6 (15.79%) Big Data
16 5 (13.16%) AngularJS
16 5 (13.16%) ASP.NET Web Forms
16 5 (13.16%) Microsoft Azure

Machine Learning
Top Related 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:

Cloud Services
1 9 (23.68%) SaaS
2 5 (13.16%) Amazon AWS
2 5 (13.16%) Microsoft Azure
Database & Business Intelligence
1 14 (36.84%) SQL Server
2 6 (15.79%) Big Data
3 4 (10.53%) Data Mining
3 4 (10.53%) MySQL
4 1 (2.63%) SQL Server 2008
4 1 (2.63%) SQL Server 2014
4 1 (2.63%) SQL Server Analysis Services
4 1 (2.63%) SQL Server Integration Services
4 1 (2.63%) SQL Server Reporting Services
Development Applications
1 1 (2.63%) Xcode
General
1 8 (21.05%) Military
2 6 (15.79%) Automotive
3 4 (10.53%) Finance
4 3 (7.89%) Electronics
Job Titles
1 16 (42.11%) Developer
2 13 (34.21%) .NET Developer
3 10 (26.32%) C# .NET Developer
3 10 (26.32%) C# Developer
4 9 (23.68%) Junior
5 8 (21.05%) ASP.NET Developer
6 7 (18.42%) Software Engineer
7 6 (15.79%) C++ Consultant
7 6 (15.79%) Computer Vision Consultant
7 6 (15.79%) Consultant
7 6 (15.79%) JavaScript Engineer
8 5 (13.16%) C# ASP.NET Developer
8 5 (13.16%) Junior .NET Developer
8 5 (13.16%) Junior C# .NET Developer
8 5 (13.16%) Junior C# Developer
8 5 (13.16%) Junior Developer
8 5 (13.16%) SQL Developer
9 4 (10.53%) Data Scientist
9 4 (10.53%) Junior Software Engineer
9 4 (10.53%) PHP Software Engineer
Libraries, Frameworks & Software Standards
1 13 (34.21%) .NET
1 13 (34.21%) ASP.NET
2 8 (21.05%) CSS
2 8 (21.05%) HTML
3 5 (13.16%) AngularJS
3 5 (13.16%) ASP.NET Web Forms
3 5 (13.16%) REST
4 4 (10.53%) HTML5
4 4 (10.53%) LAMP
4 4 (10.53%) Web Services
5 1 (2.63%) JSON
5 1 (2.63%) Node.js
Miscellaneous
1 19 (50.00%) Algorithms
2 5 (13.16%) Smart Energy
3 1 (2.63%) Internet of Things
Operating Systems
1 1 (2.63%) Apple iOS
1 1 (2.63%) Embedded Linux
1 1 (2.63%) Linux
1 1 (2.63%) Mac OS X
Processes & Methodologies
1 16 (42.11%) Mathematics
2 14 (36.84%) Agile Software Development
3 12 (31.58%) Customer Requirements
4 11 (28.95%) Software Engineering
5 9 (23.68%) Image Processing
6 8 (21.05%) MVC
7 7 (18.42%) Computer Vision
8 4 (10.53%) Cross-Browser Compatibility
8 4 (10.53%) Data Analysis
8 4 (10.53%) Front End Development
8 4 (10.53%) Mathematical Modelling
8 4 (10.53%) Physics
9 3 (7.89%) Prototyping
10 2 (5.26%) OOP
10 2 (5.26%) Open Source
11 1 (2.63%) B2B
11 1 (2.63%) Risk Management
11 1 (2.63%) Stakeholder Management
11 1 (2.63%) Time Management
11 1 (2.63%) Workflow
Programming Languages
1 22 (57.89%) C++
2 20 (52.63%) Python
3 18 (47.37%) C#
4 15 (39.47%) C
5 10 (26.32%) SQL
6 9 (23.68%) JavaScript
7 6 (15.79%) Java
8 5 (13.16%) MATLAB
9 4 (10.53%) PHP
10 3 (7.89%) Ruby
11 1 (2.63%) Apple Swift
11 1 (2.63%) Objective-C
Qualifications
1 11 (28.95%) PhD
2 8 (21.05%) Security Cleared
3 6 (15.79%) SC Cleared
4 4 (10.53%) Degree
Quality Assurance & Compliance
1 1 (2.63%) PMO
System Software
1 1 (2.63%) Docker
Systems Management
1 1 (2.63%) EMC NetWorker
Vendors
1 1 (2.63%) Apple
Southampton
Spectrum IT
Salary: £40000 - £60000 per annum
Posted: 7 days ago
Southampton
Recruitment Genius Ltd
Salary: £30000 - £35000 per annum
Posted: 7 days ago