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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Machine Learning
Rank 162 176 181
Rank change year-on-year
+14 +5
Permanent jobs citing Machine Learning 15 6 1
As % of all permanent IT jobs located in the East Midlands 0.47% 0.17% 0.027%
As % of the Processes & Methodologies category 0.52% 0.19% 0.032%
Number of salaries quoted 15 1 0
Median salary £45,000 £80,000 -
Median salary % change year-on-year
-43.75% -
UK excluding London median salary £50,000 £50,500 £40,000
% change year-on-year
-0.99% +26.25%
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
2876 3115 3136
As % of all permanent IT jobs located in the East Midlands 89.23% 88.90% 85.54%
Number of salaries quoted 2290 2437 2695
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 £60,000 £60,000 £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 5 December 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 5 December 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
Leicestershire - 3 £50,000 -
Derbyshire - 1 £45,000 -
Northamptonshire - 1 £22,500 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the East Midlands

For the 6 months to 5 December 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 22 (88.00%) Mathematics
2 21 (84.00%) Physics
2 21 (84.00%) C++
3 20 (80.00%) C#
4 19 (76.00%) Computer Science
5 16 (64.00%) R
5 16 (64.00%) SQL
5 16 (64.00%) Python
5 16 (64.00%) Algorithms
6 15 (60.00%) Analytics
6 15 (60.00%) Degree
7 14 (56.00%) MATLAB
7 14 (56.00%) C
8 13 (52.00%) Java
9 12 (48.00%) Predictive Analytics
9 12 (48.00%) Big Data
10 11 (44.00%) Apache Spark
10 11 (44.00%) Data Visualisation
10 11 (44.00%) Visualisation
10 11 (44.00%) Apache
11 8 (32.00%) Windows
11 8 (32.00%) .NET
11 8 (32.00%) ASP.NET
11 8 (32.00%) Image Processing
11 8 (32.00%) Software Engineering
11 8 (32.00%) OpenCV
12 7 (28.00%) Unity (Game Engine)
12 7 (28.00%) Artificial Intelligence
12 7 (28.00%) Games
12 7 (28.00%) OpenGL

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 11 (44.00%) Apache
1 11 (44.00%) Apache Spark
2 2 (8.00%) SAS
3 1 (4.00%) Apache Pig
3 1 (4.00%) SharePoint
Cloud Services
1 1 (4.00%) Amazon AWS
1 1 (4.00%) Amazon EC2
1 1 (4.00%) AWS Elastic Beanstalk
1 1 (4.00%) Microsoft Azure
Database & Business Intelligence
1 12 (48.00%) Big Data
2 7 (28.00%) Data Mining
3 1 (4.00%) Amazon RDS
3 1 (4.00%) Hadoop
3 1 (4.00%) HBase
3 1 (4.00%) MongoDB
3 1 (4.00%) NoSQL
General
1 7 (28.00%) Games
2 1 (4.00%) Advertising
Job Titles
1 15 (60.00%) Data Scientist
2 7 (28.00%) C# Software Engineer
2 7 (28.00%) C++ Software Engineer
2 7 (28.00%) Graduate
2 7 (28.00%) Graduate C++ Software Engineer
2 7 (28.00%) Graduate Software Engineer
2 7 (28.00%) Software Engineer
2 7 (28.00%) Windows Engineer
3 2 (8.00%) Developer
4 1 (4.00%) .NET Developer
4 1 (4.00%) ASP.NET Developer
4 1 (4.00%) HTML CSS Developer
4 1 (4.00%) HTML Developer
4 1 (4.00%) JavaScript Developer
4 1 (4.00%) PHP Developer
4 1 (4.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (32.00%) .NET
1 8 (32.00%) ASP.NET
1 8 (32.00%) OpenCV
2 7 (28.00%) OpenGL
2 7 (28.00%) Unity (Game Engine)
3 1 (4.00%) CSS
3 1 (4.00%) HTML
3 1 (4.00%) OpenCL
3 1 (4.00%) Web Services
Miscellaneous
1 22 (88.00%) Mathematics
2 21 (84.00%) Physics
3 19 (76.00%) Computer Science
4 16 (64.00%) Algorithms
5 11 (44.00%) Visualisation
6 7 (28.00%) Artificial Intelligence
7 1 (4.00%) Analytical Skills
7 1 (4.00%) CUDA
7 1 (4.00%) Field-Programmable Gate Array
7 1 (4.00%) Statistics
Operating Systems
1 8 (32.00%) Windows
2 1 (4.00%) Linux
Processes & Methodologies
1 15 (60.00%) Analytics
2 12 (48.00%) Predictive Analytics
3 11 (44.00%) Data Visualisation
4 8 (32.00%) Image Processing
4 8 (32.00%) Software Engineering
5 7 (28.00%) OO
6 2 (8.00%) Data Analytics
6 2 (8.00%) Statistical Modelling
7 1 (4.00%) Agile Software Development
7 1 (4.00%) Computer Vision
7 1 (4.00%) Data Acquisition
7 1 (4.00%) Data Analysis
7 1 (4.00%) Exploratory Analysis
7 1 (4.00%) FPGA Design
7 1 (4.00%) MapReduce
7 1 (4.00%) Predictive Modelling
7 1 (4.00%) Prototyping
7 1 (4.00%) Signal Processing
7 1 (4.00%) Statistical Analysis
7 1 (4.00%) Video Processing
Programming Languages
1 21 (84.00%) C++
2 20 (80.00%) C#
3 16 (64.00%) Python
3 16 (64.00%) R
3 16 (64.00%) SQL
4 14 (56.00%) C
4 14 (56.00%) MATLAB
5 13 (52.00%) Java
6 1 (4.00%) Bash Shell
6 1 (4.00%) Go
6 1 (4.00%) JavaScript
6 1 (4.00%) Perl
6 1 (4.00%) PHP
6 1 (4.00%) Tcl
6 1 (4.00%) VB
Qualifications
1 15 (60.00%) Degree
Quality Assurance & Compliance
1 1 (4.00%) Data Quality