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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Machine Learning
South East / Hampshire
Rank 149 167 193
Rank change year-on-year
+18 +26
Permanent jobs citing Machine Learning 19 13 4
As % of all permanent IT jobs located in Hampshire 0.63% 0.40% 0.10%
As % of the Processes & Methodologies category 0.74% 0.46% 0.12%
Number of salaries quoted 19 13 4
Median salary £37,500 £52,500 £40,000
Median salary % change year-on-year
-28.57% +31.25%
UK excluding London median salary £50,000 £55,000 £42,500
% change year-on-year
-9.09% +29.41%

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
2579 2807 3206
As % of all permanent IT jobs located in Hampshire 85.34% 86.24% 84.10%
Number of salaries quoted 2131 2473 2751
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,000 £30,000 £28,750
10% offered a salary of more than £60,000 £62,500 £62,500
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 20 January 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 20 January 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
Portsmouth - 11 £30,000 - 1
Southampton - 8 £50,000 - 2
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Hampshire

For the 6 months to 20 January 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 18 (64.29%) C#
1 18 (64.29%) Agile Software Development
2 16 (57.14%) SQL Server
3 15 (53.57%) ASP.NET
3 15 (53.57%) .NET
4 10 (35.71%) MVC
5 9 (32.14%) C++
6 8 (28.57%) SQL
6 8 (28.57%) Algorithms
7 7 (25.00%) Python
8 5 (17.86%) C
8 5 (17.86%) Mathematics
8 5 (17.86%) ASP.NET Web Forms
9 4 (14.29%) Image Processing
9 4 (14.29%) Software Engineering
9 4 (14.29%) PhD
10 3 (10.71%) HTML
10 3 (10.71%) Java
10 3 (10.71%) JavaScript
10 3 (10.71%) CSS
10 3 (10.71%) Web Services
10 3 (10.71%) Finance
10 3 (10.71%) Microsoft Azure
10 3 (10.71%) Amazon AWS
10 3 (10.71%) Security Cleared
10 3 (10.71%) Analytics
10 3 (10.71%) Big Data
10 3 (10.71%) Military
10 3 (10.71%) AngularJS
10 3 (10.71%) REST

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:

Application Platforms
1 2 (7.14%) Apache Spark
Cloud Services
1 3 (10.71%) Amazon AWS
1 3 (10.71%) Microsoft Azure
1 3 (10.71%) SaaS
Database & Business Intelligence
1 16 (57.14%) SQL Server
2 3 (10.71%) Big Data
3 2 (7.14%) Hadoop
3 2 (7.14%) Neo4j
3 2 (7.14%) NoSQL
3 2 (7.14%) PostgreSQL
4 1 (3.57%) SQL Server 2008
4 1 (3.57%) SQL Server 2014
4 1 (3.57%) SQL Server Analysis Services
4 1 (3.57%) SQL Server Integration Services
4 1 (3.57%) SQL Server Reporting Services
General
1 3 (10.71%) Finance
1 3 (10.71%) Military
2 2 (7.14%) Electronics
2 2 (7.14%) Multimedia
3 1 (3.57%) Automotive
Job Titles
1 17 (60.71%) Developer
2 15 (53.57%) .NET Developer
3 10 (35.71%) ASP.NET Developer
3 10 (35.71%) C# .NET Developer
3 10 (35.71%) C# Developer
4 5 (17.86%) C# ASP.NET Developer
4 5 (17.86%) Junior
4 5 (17.86%) Junior .NET Developer
4 5 (17.86%) Junior C# .NET Developer
4 5 (17.86%) Junior C# Developer
4 5 (17.86%) Junior Developer
4 5 (17.86%) SQL Developer
5 4 (14.29%) Data Scientist
6 2 (7.14%) Process Engineer
6 2 (7.14%) Senior Data Scientist
6 2 (7.14%) Senior Developer
6 2 (7.14%) Senior UI Developer
6 2 (7.14%) Software Engineer
6 2 (7.14%) UI Developer
7 1 (3.57%) Consultant
Libraries, Frameworks & Software Standards
1 15 (53.57%) .NET
1 15 (53.57%) ASP.NET
2 5 (17.86%) ASP.NET Web Forms
3 3 (10.71%) AngularJS
3 3 (10.71%) CSS
3 3 (10.71%) HTML
3 3 (10.71%) HTML5
3 3 (10.71%) REST
3 3 (10.71%) Web Services
4 2 (7.14%) Natural Language Processing
Miscellaneous
1 8 (28.57%) Algorithms
2 5 (17.86%) Mathematics
3 3 (10.71%) Smart Energy
4 2 (7.14%) Analytical Skills
4 2 (7.14%) Neural Network
4 2 (7.14%) Physics
4 2 (7.14%) Statistics
4 2 (7.14%) Visualisation
Processes & Methodologies
1 18 (64.29%) Agile Software Development
2 10 (35.71%) MVC
3 4 (14.29%) Image Processing
3 4 (14.29%) Software Engineering
4 3 (10.71%) Analytics
4 3 (10.71%) Front End Development
5 2 (7.14%) Bayesian Methods
5 2 (7.14%) Computer Vision
5 2 (7.14%) Data Analysis
5 2 (7.14%) Data Engineering
5 2 (7.14%) Data Visualisation
5 2 (7.14%) Deep Learning
5 2 (7.14%) Digital Analytics
5 2 (7.14%) ETL
5 2 (7.14%) Logistic Regression
5 2 (7.14%) Operations Research
5 2 (7.14%) Prototyping
5 2 (7.14%) Random Forest
5 2 (7.14%) Time Series Analysis
6 1 (3.57%) OOP
Programming Languages
1 18 (64.29%) C#
2 9 (32.14%) C++
3 8 (28.57%) SQL
4 7 (25.00%) Python
5 5 (17.86%) C
6 3 (10.71%) Java
6 3 (10.71%) JavaScript
7 2 (7.14%) Ruby
8 1 (3.57%) MATLAB
Qualifications
1 4 (14.29%) PhD
2 3 (10.71%) Security Cleared
3 2 (7.14%) Degree
3 2 (7.14%) Postgraduate
4 1 (3.57%) SC Cleared
System Software
1 2 (7.14%) HDFS
Systems Management
1 1 (3.57%) EMC NetWorker
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £22000 - £28000 per annum + Benefits
Posted: 2 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £70000 per annum
Posted: Yesterday
Romsey, Hampshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 - £50000 Per Annum + benfits
Posted: 3 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £60000 per annum
Posted: 6 days ago
Portsmouth
Spectrum IT
Salary: £25000 - £35000 per annum
Posted: 17 days ago