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

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Machine Learning
England / East Midlands
Rank 150 158 164
Rank change year-on-year
+8 +6
Permanent jobs citing Machine Learning 10 7 8
As % of all permanent IT jobs located in the East Midlands 0.35% 0.22% 0.25%
As % of the Processes & Methodologies category 0.39% 0.25% 0.29%
Number of salaries quoted 10 2 0
Median salary £37,500 £67,500 -
Median salary % change year-on-year
-44.44% -
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 East Midlands region.

Processes & Methodologies Category
East Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
2545 2791 2745
As % of all permanent IT jobs located in the East Midlands 88.09% 88.16% 85.30%
Number of salaries quoted 2088 2126 2286
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £60,000 £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 23 January 2017.

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 23 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
Leicestershire - 1 £50,000 -
Northamptonshire - 1 £32,500 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the East Midlands

For the 6 months to 23 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 East Midlands region with a requirement for Machine Learning.

1 18 (90.00%) Python
1 18 (90.00%) SQL
1 18 (90.00%) Mathematics
1 18 (90.00%) Algorithms
2 17 (85.00%) R
2 17 (85.00%) Physics
3 16 (80.00%) C++
3 16 (80.00%) Degree
3 16 (80.00%) Analytics
4 15 (75.00%) C
4 15 (75.00%) MATLAB
5 14 (70.00%) C#
5 14 (70.00%) Java
5 14 (70.00%) Computer Science
5 14 (70.00%) Big Data
6 13 (65.00%) Predictive Analytics
6 13 (65.00%) Data Visualisation
6 13 (65.00%) Visualisation
6 13 (65.00%) Apache
6 13 (65.00%) Apache Spark
7 6 (30.00%) Data Mining
8 2 (10.00%) .NET
8 2 (10.00%) Games
8 2 (10.00%) OpenCV
8 2 (10.00%) Image Processing
8 2 (10.00%) Statistical Modelling
9 1 (5.00%) Data Analytics
9 1 (5.00%) MapReduce
9 1 (5.00%) Data Quality
9 1 (5.00%) HBase

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 13 (65.00%) Apache
1 13 (65.00%) Apache Spark
2 1 (5.00%) Apache Pig
2 1 (5.00%) SAS
Business Applications
1 1 (5.00%) SAP Oil and Gas
Cloud Services
1 1 (5.00%) Microsoft Azure
Database & Business Intelligence
1 14 (70.00%) Big Data
2 6 (30.00%) Data Mining
3 1 (5.00%) Hadoop
3 1 (5.00%) HBase
3 1 (5.00%) SQL Server
General
1 2 (10.00%) Games
2 1 (5.00%) Electronics
2 1 (5.00%) Finance
2 1 (5.00%) Manufacturing
2 1 (5.00%) Marketing
2 1 (5.00%) Telecoms
Job Titles
1 17 (85.00%) Data Scientist
2 2 (10.00%) Developer
3 1 (5.00%) .NET Developer
3 1 (5.00%) C# Software Engineer
3 1 (5.00%) C++ Software Engineer
3 1 (5.00%) Graduate
3 1 (5.00%) Graduate C++ Software Engineer
3 1 (5.00%) Graduate Software Engineer
3 1 (5.00%) Software Engineer
3 1 (5.00%) SQL Developer
3 1 (5.00%) SQL Server Developer
3 1 (5.00%) VB.NET Developer
3 1 (5.00%) Windows Engineer
Libraries, Frameworks & Software Standards
1 2 (10.00%) .NET
1 2 (10.00%) OpenCV
2 1 (5.00%) ASP.NET
2 1 (5.00%) OpenCL
2 1 (5.00%) OpenGL
2 1 (5.00%) Unity (Game Engine)
Miscellaneous
1 18 (90.00%) Algorithms
1 18 (90.00%) Mathematics
2 17 (85.00%) Physics
3 14 (70.00%) Computer Science
4 13 (65.00%) Visualisation
5 1 (5.00%) Artificial Intelligence
5 1 (5.00%) CUDA
5 1 (5.00%) Field-Programmable Gate Array
5 1 (5.00%) Mobile Payment
Operating Systems
1 1 (5.00%) Windows
Processes & Methodologies
1 16 (80.00%) Analytics
2 13 (65.00%) Data Visualisation
2 13 (65.00%) Predictive Analytics
3 2 (10.00%) Image Processing
3 2 (10.00%) Statistical Modelling
4 1 (5.00%) Business Intelligence
4 1 (5.00%) Computer Vision
4 1 (5.00%) Data Analytics
4 1 (5.00%) Digital Marketing
4 1 (5.00%) Exploratory Analysis
4 1 (5.00%) FPGA Design
4 1 (5.00%) MapReduce
4 1 (5.00%) OO
4 1 (5.00%) Predictive Modelling
4 1 (5.00%) Programme Management
4 1 (5.00%) Prototyping
4 1 (5.00%) Signal Processing
4 1 (5.00%) Software Engineering
4 1 (5.00%) Statistical Analysis
4 1 (5.00%) Video Processing
Programming Languages
1 18 (90.00%) Python
1 18 (90.00%) SQL
2 17 (85.00%) R
3 16 (80.00%) C++
4 15 (75.00%) C
4 15 (75.00%) MATLAB
5 14 (70.00%) C#
5 14 (70.00%) Java
6 1 (5.00%) Bash Shell
6 1 (5.00%) Go
6 1 (5.00%) Perl
6 1 (5.00%) Tcl
6 1 (5.00%) VB.NET
Qualifications
1 16 (80.00%) Degree
Quality Assurance & Compliance
1 1 (5.00%) Data Quality
Vendors
1 1 (5.00%) SAP