The table below looks at the statistics for Machine Learning skills in IT contracts advertised for the East of England region. Included is a guide to the contractor rates offered in IT contracts that have cited Machine Learning over the 3 months to 25 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 128 140 -
Rank change year-on-year
+12 -
Contract jobs citing Machine Learning 3 4 0
As % of all contract IT jobs located in the East of England 0.12% 0.14% -
As % of the Processes & Methodologies category 0.15% 0.18% -
Number of daily rates quoted 1 0 0
Median daily rate £300 - -
UK excluding London median daily rate £395 £520 -
% change year-on-year
-24.03% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 - -
Machine Learning
England

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

Processes & Methodologies Category
East of England
Contract IT job ads with a match in the
Processes & Methodologies category
1943 2209 2443
As % of all contract IT jobs located in the East of England 79.63% 77.10% 79.47%
Number of daily rates quoted 1100 1275 1488
Median daily rate £413 £400 £400
Median daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £250 £275 £250
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 152 165 150
Median hourly rate £36.14 £35.00 £26.50
Median hourly rate % change year-on-year
+3.25% +32.07%
90% offered a hourly rate of more than £16.00 £12.50 £13.16
10% offered a hourly rate of more than £46.50 £45.49 £47.50
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

Machine Learning
Jobs Demand Trend in the East of England

The demand trend of contract jobs across the East of England region citing Machine Learning as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in the East of England

Machine Learning
Daily Rate Trend in the East of England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Machine Learning across the East of England region.

Machine Learning Daily Rate Trend in the East of England

Machine Learning
Hourly Rate Trend in the East of England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Machine Learning across the East of England region.

Machine Learning Hourly Rate Trend in the East of England

Machine Learning
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Machine Learning within the East of England region over the 3 months to 25 September 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire +23 2 - - 10
Hertfordshire -1 1 £300 - 2
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the East of England

For the 6 months to 25 September 2016, IT contractor 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 contract ads across the East of England region with a requirement for Machine Learning.

1 4 (57.14%) C++
1 4 (57.14%) Data Analysis
2 3 (42.86%) Telecoms
2 3 (42.86%) Java
2 3 (42.86%) Linux
2 3 (42.86%) Python
2 3 (42.86%) Active Directory
2 3 (42.86%) C
2 3 (42.86%) Agile Software Development
2 3 (42.86%) Natural Language Processing
2 3 (42.86%) Big Data
2 3 (42.86%) Big Data Analytics
2 3 (42.86%) Data Analytics
2 3 (42.86%) Analytics
2 3 (42.86%) Cybersecurity
2 3 (42.86%) Network Monitoring
2 3 (42.86%) Analytical Skills
2 3 (42.86%) Malware Analysis
2 3 (42.86%) FireEye
2 3 (42.86%) Identity Access Management
3 2 (28.57%) Triplestore
3 2 (28.57%) Docker
3 2 (28.57%) JSON
3 2 (28.57%) NoSQL
3 2 (28.57%) REST
3 2 (28.57%) XPath
3 2 (28.57%) Ontologies
3 2 (28.57%) Computer Science
3 2 (28.57%) GlassFish
3 2 (28.57%) DV Cleared

Machine Learning
Top Related IT Skills in the East of England 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 2 (28.57%) GlassFish
1 2 (28.57%) Tomcat
Database & Business Intelligence
1 3 (42.86%) Big Data
2 2 (28.57%) NoSQL
2 2 (28.57%) Triplestore
3 1 (14.29%) Data Mining
General
1 3 (42.86%) Telecoms
Job Titles
1 2 (28.57%) Systems Engineer
2 1 (14.29%) Analyst
2 1 (14.29%) Architect
2 1 (14.29%) Developer
2 1 (14.29%) DV Cleared Java Developer
2 1 (14.29%) DV Cleared Software Engineer
2 1 (14.29%) Java Developer
2 1 (14.29%) Java Engineer
2 1 (14.29%) Java Software Developer
2 1 (14.29%) Java Software Engineer
2 1 (14.29%) Machine Learning Engineer
2 1 (14.29%) Process Engineer
2 1 (14.29%) Security Architect
2 1 (14.29%) Software Developer
2 1 (14.29%) Software Engineer
Libraries, Frameworks & Software Standards
1 3 (42.86%) Natural Language Processing
2 2 (28.57%) J2EE
2 2 (28.57%) JSON
2 2 (28.57%) REST
2 2 (28.57%) Spring
2 2 (28.57%) Web Services
2 2 (28.57%) XML
2 2 (28.57%) XSD
Miscellaneous
1 3 (42.86%) Analytical Skills
2 2 (28.57%) Computer Science
2 2 (28.57%) Ontologies
3 1 (14.29%) Algorithms
3 1 (14.29%) Artificial Intelligence
3 1 (14.29%) Mathematics
3 1 (14.29%) Neural Network
3 1 (14.29%) Physics
3 1 (14.29%) Statistics
Operating Systems
1 3 (42.86%) Linux
Processes & Methodologies
1 4 (57.14%) Data Analysis
2 3 (42.86%) Agile Software Development
2 3 (42.86%) Analytics
2 3 (42.86%) Big Data Analytics
2 3 (42.86%) Cybersecurity
2 3 (42.86%) Data Analytics
2 3 (42.86%) Identity Access Management
2 3 (42.86%) Malware Analysis
2 3 (42.86%) Network Monitoring
3 2 (28.57%) RDF
4 1 (14.29%) Deep Learning
4 1 (14.29%) Knowledge Discovery
4 1 (14.29%) Software Engineering
4 1 (14.29%) Statistical Modelling
Programming Languages
1 4 (57.14%) C++
2 3 (42.86%) C
2 3 (42.86%) Java
2 3 (42.86%) Python
3 2 (28.57%) SQL
3 2 (28.57%) XPath
3 2 (28.57%) XQuery
4 1 (14.29%) MATLAB
Qualifications
1 2 (28.57%) DV Cleared
1 2 (28.57%) Security Cleared
2 1 (14.29%) Degree
2 1 (14.29%) PhD
System Software
1 3 (42.86%) Active Directory
2 2 (28.57%) Docker
Vendors
1 3 (42.86%) FireEye
2 1 (14.29%) BT
2 1 (14.29%) Intel