The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the East Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Machine Learning
Rank 167 178 -
Rank change year-on-year
+11 -
Permanent jobs citing Machine Learning 7 6 0
As % of all permanent IT jobs located in the East Midlands 0.22% 0.16% -
As % of the Processes & Methodologies category 0.26% 0.18% -
Number of salaries quoted 7 3 0
Median salary £40,000 £47,500 -
Median salary % change year-on-year
-15.78% -
UK excluding London median salary £50,000 £50,000 £41,250
% change year-on-year
- +21.21%
Machine Learning
England

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

Processes & Methodologies Category
East Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
2745 3360 3167
As % of all permanent IT jobs located in the East Midlands 87.42% 88.30% 85.83%
Number of salaries quoted 2167 2743 2667
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in the East Midlands

The demand trend of job ads across the East Midlands 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 the East Midlands

Machine Learning
Salary Trend in the East Midlands

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

Machine Learning Salary Trend in the East Midlands

Machine Learning
Salary Histogram in the East Midlands

This chart provides a salary histogram for IT jobs citing Machine Learning across the East Midlands region over the 3 months to 1 October 2016.

Machine Learning Salary Histogram in the East Midlands

Machine Learning
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the East Midlands region over the 3 months to 1 October 2016. 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
(Click see detailed
statistics and trends)
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
Northamptonshire - 3 £22,500 - 1
Nottinghamshire +10 2 £50,000 -16.66%
Leicestershire -7 1 £40,000 -15.78%
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the East Midlands

For the 6 months to 1 October 2016, 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 East Midlands region with a requirement for Machine Learning.

1 13 (81.25%) C#
1 13 (81.25%) C++
2 9 (56.25%) Computer Science
2 9 (56.25%) Mathematics
3 8 (50.00%) Physics
3 8 (50.00%) Image Processing
3 8 (50.00%) Software Engineering
3 8 (50.00%) .NET
3 8 (50.00%) ASP.NET
3 8 (50.00%) Windows
3 8 (50.00%) OpenCV
4 7 (43.75%) Unity (Game Engine)
4 7 (43.75%) OO
4 7 (43.75%) Java
4 7 (43.75%) OpenGL
4 7 (43.75%) Games
4 7 (43.75%) Artificial Intelligence
5 6 (37.50%) MATLAB
5 6 (37.50%) Python
5 6 (37.50%) C
5 6 (37.50%) SQL
5 6 (37.50%) Analytics
5 6 (37.50%) Big Data
6 5 (31.25%) R
6 5 (31.25%) Data Mining
6 5 (31.25%) Agile Software Development
7 4 (25.00%) Hadoop
7 4 (25.00%) Data Analytics
7 4 (25.00%) Algorithms
8 3 (18.75%) Analytical Skills

Machine Learning
Top Related IT Skills in the East Midlands 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 3 (18.75%) Apache Spark
1 3 (18.75%) SAS
2 2 (12.50%) Apache Pig
3 1 (6.25%) Apache
3 1 (6.25%) SharePoint
Cloud Services
1 2 (12.50%) Microsoft Azure
2 1 (6.25%) Amazon AWS
2 1 (6.25%) Amazon EC2
2 1 (6.25%) AWS Elastic Beanstalk
Database & Business Intelligence
1 6 (37.50%) Big Data
2 5 (31.25%) Data Mining
3 4 (25.00%) Hadoop
4 2 (12.50%) HBase
4 2 (12.50%) HDInsight
4 2 (12.50%) OLAP
4 2 (12.50%) Power BI
5 1 (6.25%) Amazon RDS
5 1 (6.25%) MongoDB
5 1 (6.25%) NoSQL
General
1 7 (43.75%) Games
2 1 (6.25%) Advertising
2 1 (6.25%) Pharmaceutical
Job Titles
1 7 (43.75%) C# Software Engineer
1 7 (43.75%) C++ Software Engineer
1 7 (43.75%) Graduate
1 7 (43.75%) Graduate C++ Software Engineer
1 7 (43.75%) Graduate Software Engineer
1 7 (43.75%) Software Engineer
1 7 (43.75%) Windows Engineer
2 4 (25.00%) Developer
3 2 (12.50%) Azure Developer
3 2 (12.50%) C# Developer
3 2 (12.50%) Data Scientist
3 2 (12.50%) Lead C# Developer
3 2 (12.50%) Lead Developer
4 1 (6.25%) ASP.NET Developer
4 1 (6.25%) Big Data Engineer
4 1 (6.25%) HTML CSS Developer
4 1 (6.25%) HTML Developer
4 1 (6.25%) JavaScript Developer
4 1 (6.25%) PHP Developer
4 1 (6.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (50.00%) .NET
1 8 (50.00%) ASP.NET
1 8 (50.00%) OpenCV
2 7 (43.75%) OpenGL
2 7 (43.75%) Unity (Game Engine)
3 1 (6.25%) CSS
3 1 (6.25%) HTML
3 1 (6.25%) OpenCL
3 1 (6.25%) Web Services
Miscellaneous
1 9 (56.25%) Computer Science
1 9 (56.25%) Mathematics
2 8 (50.00%) Physics
3 7 (43.75%) Artificial Intelligence
4 4 (25.00%) Algorithms
5 3 (18.75%) Analytical Skills
5 3 (18.75%) Visualisation
6 2 (12.50%) Statistics
7 1 (6.25%) CUDA
7 1 (6.25%) Field-Programmable Gate Array
Operating Systems
1 8 (50.00%) Windows
2 1 (6.25%) Linux
Processes & Methodologies
1 8 (50.00%) Image Processing
1 8 (50.00%) Software Engineering
2 7 (43.75%) OO
3 6 (37.50%) Analytics
4 5 (31.25%) Agile Software Development
5 4 (25.00%) Data Analytics
6 3 (18.75%) Continuous Improvement
6 3 (18.75%) Predictive Analytics
7 2 (12.50%) Big Data Analytics
7 2 (12.50%) Business Intelligence
7 2 (12.50%) Data Acquisition
7 2 (12.50%) Data Analysis
7 2 (12.50%) MapReduce
7 2 (12.50%) Mentoring
7 2 (12.50%) Scrum
7 2 (12.50%) Statistical Modelling
8 1 (6.25%) Computer Vision
8 1 (6.25%) Logistics
8 1 (6.25%) Monte Carlo Method
8 1 (6.25%) Prototyping
Programming Languages
1 13 (81.25%) C#
1 13 (81.25%) C++
2 7 (43.75%) Java
3 6 (37.50%) C
3 6 (37.50%) MATLAB
3 6 (37.50%) Python
3 6 (37.50%) SQL
4 5 (31.25%) R
5 2 (12.50%) Go
5 2 (12.50%) PHP
5 2 (12.50%) PowerShell
5 2 (12.50%) Scala
6 1 (6.25%) Bash Shell
6 1 (6.25%) JavaScript
6 1 (6.25%) Perl
6 1 (6.25%) Tcl
6 1 (6.25%) VB
Qualifications
1 2 (12.50%) Degree
Vendors
1 1 (6.25%) SIMUL8
Northampton
People Source Consulting
Salary: £20000 - £45000 per annum + Fantastic Benefits Package
Posted: 16 days ago