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 25 June 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
England / East Midlands
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 130 174 187
Rank change year-on-year +44 +13  
Permanent jobs citing Machine Learning 26 7 3
As % of all permanent IT jobs advertised in the East Midlands 0.99% 0.22% 0.080%
As % of the Processes & Methodologies category 1.12% 0.24% 0.091%
Number of salaries quoted 26 7 2
Median salary £42,500 £50,000 £65,000
Median salary % change year-on-year -15.00% -23.07%  
90% offered a salary of more than £37,500 £22,500 £57,000
10% offered a salary of more than £57,500 £65,000 £73,000
UK excluding London median salary £50,000 £50,000 £50,000

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 2321 2871 3289
As % of all permanent IT job vacancies advertised in the East Midlands 88.08% 88.69% 87.38%
Number of salaries quoted 1946 2294 2739
Median salary £44,500 £42,500 £42,500
Median salary % change year-on-year +4.70% -  
90% offered a salary of more than £30,000 £29,000 £27,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 25 June 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 25 June 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 +18 10 £42,500 -34.61%
Northamptonshire +11 9 £40,000 +77.77% 1
Nottinghamshire +3 5 £57,500 +9.52% 1
Leicestershire - 1 £34,000 -
Machine Learning
England

For the 6 months to 25 June 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 30 (78.95%) Mathematics
1 30 (78.95%) Computer Science
2 28 (73.68%) Physics
2 28 (73.68%) C++
2 28 (73.68%) Algorithms
3 27 (71.05%) MATLAB
4 21 (55.26%) Python
4 21 (55.26%) SQL
5 20 (52.63%) Degree
5 20 (52.63%) Analytics
6 19 (50.00%) Apache Spark
6 19 (50.00%) Big Data
6 19 (50.00%) Predictive Analytics
6 19 (50.00%) Visualisation
6 19 (50.00%) R
6 19 (50.00%) Data Visualisation
6 19 (50.00%) C#
7 17 (44.74%) C
7 17 (44.74%) Java
7 17 (44.74%) Apache
7 17 (44.74%) Numerate Degree
8 16 (42.11%) Agile Software Development
9 10 (26.32%) OO
9 10 (26.32%) PhD
10 9 (23.68%) Computer Vision
10 9 (23.68%) Windows
10 9 (23.68%) Linux
10 9 (23.68%) Signal Processing
10 9 (23.68%) Git (software)
11 5 (13.16%) Scrum

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 19 (50.00%) Apache Spark
2 17 (44.74%) Apache
3 1 (2.63%) Apache Pig
Applications
1 1 (2.63%) Microsoft Excel
1 1 (2.63%) Microsoft PowerPoint
Cloud Services
1 2 (5.26%) Cortana Intelligence Suite
1 2 (5.26%) Microsoft Azure
2 1 (2.63%) Amazon AWS
Database & Business Intelligence
1 19 (50.00%) Big Data
2 3 (7.89%) Data Warehouse
2 3 (7.89%) SQL Server
3 2 (5.26%) Data Mining
3 2 (5.26%) Hadoop
3 2 (5.26%) MongoDB
3 2 (5.26%) SQL Server Analysis Services
3 2 (5.26%) SQL Server Integration Services
3 2 (5.26%) SQL Server Reporting Services
4 1 (2.63%) BusinessObjects Business Intelligence
4 1 (2.63%) Power BI
4 1 (2.63%) QlikView
4 1 (2.63%) SQL Server 2016
Development Applications
1 9 (23.68%) Git (software)
General
1 1 (2.63%) Marketing
Job Titles
1 20 (52.63%) Data Scientist
2 10 (26.32%) Research Scientist
3 5 (13.16%) Analyst
3 5 (13.16%) Business Analyst
4 2 (5.26%) Architect
4 2 (5.26%) Business Intelligence Architect
4 2 (5.26%) Business Intelligence Solutions Architect
4 2 (5.26%) Solutions Architect
5 1 (2.63%) Azure Architect
5 1 (2.63%) Data Architect
5 1 (2.63%) Data Warehouse Architect
5 1 (2.63%) Developer
5 1 (2.63%) ETL Architect
5 1 (2.63%) Machine Learning Engineer
5 1 (2.63%) Senior Data Scientist
5 1 (2.63%) Software Developer
5 1 (2.63%) SQL BI Architect
Libraries, Frameworks & Software Standards
1 2 (5.26%) Node.js
2 1 (2.63%) Angular 2
2 1 (2.63%) AngularJS
2 1 (2.63%) D3.js
2 1 (2.63%) Electron Framework
2 1 (2.63%) Meteor
2 1 (2.63%) Natural Language Processing
2 1 (2.63%) React
2 1 (2.63%) Twitter Bootstrap
Miscellaneous
1 30 (78.95%) Computer Science
2 28 (73.68%) Algorithms
3 1 (2.63%) Analytical Skills
3 1 (2.63%) Clustering
3 1 (2.63%) Data Structures
3 1 (2.63%) Management Information System
3 1 (2.63%) Social Media
Operating Systems
1 9 (23.68%) Linux
1 9 (23.68%) Windows
Processes & Methodologies
1 30 (78.95%) Mathematics
2 28 (73.68%) Physics
3 20 (52.63%) Analytics
4 19 (50.00%) Data Visualisation
4 19 (50.00%) Predictive Analytics
4 19 (50.00%) Visualisation
5 16 (42.11%) Agile Software Development
6 10 (26.32%) OO
7 9 (23.68%) Computer Vision
7 9 (23.68%) Signal Processing
8 5 (13.16%) Coaching
8 5 (13.16%) Scrum
8 5 (13.16%) Software Delivery
9 3 (7.89%) Business Intelligence
9 3 (7.89%) Data Governance
9 3 (7.89%) ETL
10 2 (5.26%) Data Analysis
10 2 (5.26%) Data Modelling
10 2 (5.26%) Statistical Analysis
10 2 (5.26%) Statistics
Programming Languages
1 28 (73.68%) C++
2 27 (71.05%) MATLAB
3 21 (55.26%) Python
3 21 (55.26%) SQL
4 19 (50.00%) C#
4 19 (50.00%) R
5 17 (44.74%) C
5 17 (44.74%) Java
6 2 (5.26%) JavaScript
Qualifications
1 20 (52.63%) Degree
2 17 (44.74%) Numerate Degree
3 10 (26.32%) PhD
4 3 (7.89%) Master's Degree
5 1 (2.63%) Computer Science Degree
Quality Assurance & Compliance
1 2 (5.26%) Data Quality
Vendors
1 3 (7.89%) Microsoft
2 2 (5.26%) Tableau
3 1 (2.63%) SAP
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £33,000
Posted: 2 days ago