The following table provides summary statistics for permanent job vacancies advertised in the East Midlands with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
England / East Midlands
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 147 162 179
Rank change year-on-year +15 +17  
Permanent jobs citing Machine Learning 13 4 5
As % of all permanent IT jobs advertised in the East Midlands 0.44% 0.13% 0.15%
As % of the Processes & Methodologies category 0.51% 0.14% 0.17%
Number of salaries quoted 13 3 0
Median salary £42,500 £55,000 -
Median salary % change year-on-year -22.72% -  
UK excluding London median salary £52,500 £54,000 £48,750
% change year-on-year -2.77% +10.76%  

Machine Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
East Midlands
Permanent job vacancies with a requirement for process and methodology skills 2554 2787 2902
As % of all permanent IT job vacancies advertised in the East Midlands 87.41% 88.06% 85.78%
Number of salaries quoted 1992 2186 2334
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £60,000 £57,500 £57,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Machine Learning
Job Vacancy Trend in the East Midlands

The job posting trend of jobs advertised in the East Midlands citing Machine Learning as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Machine Learning 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 in the East Midlands.

Salary trend for Machine Learning in the East Midlands

Machine Learning
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Machine Learning in the East Midlands over the 3 months to 27 March 2017.

Salary histogram for Machine Learning 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 27 March 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
Derbyshire - 7 £42,500 -
Leicestershire -7 2 £50,000 +25.00%
Northamptonshire - 2 £40,000 - 1
Nottinghamshire +5 1 £57,500 +4.54% 1
Machine Learning
England

Machine Learning
Top 30 Co-occurring IT Skills in the East Midlands

For the 6 months to 27 March 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 26 (86.67%) Mathematics
1 26 (86.67%) Physics
2 25 (83.33%) SQL
2 25 (83.33%) Analytics
2 25 (83.33%) Algorithms
3 23 (76.67%) Python
3 23 (76.67%) C++
3 23 (76.67%) Computer Science
3 23 (76.67%) R
3 23 (76.67%) Degree
4 22 (73.33%) Predictive Analytics
4 22 (73.33%) MATLAB
5 21 (70.00%) C#
5 21 (70.00%) Big Data
6 20 (66.67%) Apache
6 20 (66.67%) Apache Spark
6 20 (66.67%) C
6 20 (66.67%) Java
6 20 (66.67%) Data Visualisation
6 20 (66.67%) Visualisation
7 5 (16.67%) Agile Software Development
8 4 (13.33%) Data Mining
9 3 (10.00%) OO
9 3 (10.00%) Business Intelligence
9 3 (10.00%) SQL Server
9 3 (10.00%) Windows
9 3 (10.00%) Microsoft Azure
9 3 (10.00%) Data Quality
10 2 (6.67%) Computer Vision
10 2 (6.67%) Data Governance

Machine Learning
Co-occurring 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 20 (66.67%) Apache
1 20 (66.67%) Apache Spark
Business Applications
1 1 (3.33%) SAP Oil and Gas
Cloud Services
1 3 (10.00%) Microsoft Azure
Database & Business Intelligence
1 21 (70.00%) Big Data
2 4 (13.33%) Data Mining
3 3 (10.00%) SQL Server
4 2 (6.67%) Data Warehouse
4 2 (6.67%) SQL Server Analysis Services
4 2 (6.67%) SQL Server Integration Services
4 2 (6.67%) SQL Server Reporting Services
5 1 (3.33%) BusinessObjects Business Intelligence
Development Applications
1 2 (6.67%) Git (software)
General
1 2 (6.67%) Games
2 1 (3.33%) Electronics
2 1 (3.33%) Finance
2 1 (3.33%) Manufacturing
2 1 (3.33%) Marketing
2 1 (3.33%) Telecoms
Job Titles
1 23 (76.67%) Data Scientist
2 2 (6.67%) Architect
2 2 (6.67%) Business Intelligence Architect
2 2 (6.67%) Business Intelligence Solutions Architect
2 2 (6.67%) Research Scientist
2 2 (6.67%) Solutions Architect
3 1 (3.33%) .NET Developer
3 1 (3.33%) Analyst
3 1 (3.33%) Business Analyst
3 1 (3.33%) C# Software Engineer
3 1 (3.33%) C++ Software Engineer
3 1 (3.33%) Data Architect
3 1 (3.33%) Data Warehouse Architect
3 1 (3.33%) Developer
3 1 (3.33%) Graduate Software Engineer
3 1 (3.33%) Software Engineer
3 1 (3.33%) SQL Developer
3 1 (3.33%) SQL Server Developer
3 1 (3.33%) VB.NET Developer
3 1 (3.33%) Windows Engineer
Libraries, Frameworks & Software Standards
1 2 (6.67%) .NET
2 1 (3.33%) ASP.NET
2 1 (3.33%) OpenCV
2 1 (3.33%) OpenGL
2 1 (3.33%) Unity (Game Engine)
Miscellaneous
1 25 (83.33%) Algorithms
2 23 (76.67%) Computer Science
3 1 (3.33%) Management Information System
3 1 (3.33%) Mobile Payment
Operating Systems
1 3 (10.00%) Windows
2 2 (6.67%) Linux
Processes & Methodologies
1 26 (86.67%) Mathematics
1 26 (86.67%) Physics
2 25 (83.33%) Analytics
3 22 (73.33%) Predictive Analytics
4 20 (66.67%) Data Visualisation
4 20 (66.67%) Visualisation
5 5 (16.67%) Agile Software Development
6 3 (10.00%) Business Intelligence
6 3 (10.00%) OO
7 2 (6.67%) Computer Vision
7 2 (6.67%) Data Governance
7 2 (6.67%) ETL
7 2 (6.67%) Quality Management
7 2 (6.67%) Signal Processing
7 2 (6.67%) Waterfall
8 1 (3.33%) Coaching
8 1 (3.33%) Data Analytics
8 1 (3.33%) Exploratory Analysis
8 1 (3.33%) Software Delivery
8 1 (3.33%) Statistical Modelling
Programming Languages
1 25 (83.33%) SQL
2 23 (76.67%) C++
2 23 (76.67%) Python
2 23 (76.67%) R
3 22 (73.33%) MATLAB
4 21 (70.00%) C#
5 20 (66.67%) C
5 20 (66.67%) Java
6 1 (3.33%) VB.NET
Qualifications
1 23 (76.67%) Degree
2 2 (6.67%) PhD
Quality Assurance & Compliance
1 3 (10.00%) Data Quality
Vendors
1 2 (6.67%) Microsoft
1 2 (6.67%) SAP
Northampton, Northamptonshire
IT Connections
Salary: £35,000 to £45,000
Posted: 3 days ago
Nottingham, Nottinghamshire
BJSS Ltd
Salary: From £50,000 to £65,000 per annum Bonus, Pension (6%) & Healthcare
Posted: 3 days ago