The table below looks at the statistics for Machine Learning skills in IT contracts advertised for the Cambridgeshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Machine Learning over the 3 months to 24 June 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
24 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 56 70 71
Rank change year-on-year
+14 +1
Contract jobs citing Machine Learning 1 6 1
As % of all contract IT jobs located in Cambridgeshire 0.17% 0.77% 0.13%
As % of the Processes & Methodologies category 0.21% 1.01% 0.17%
Number of daily rates quoted 0 3 0
Median daily rate - £450 -
UK excluding London median daily rate £425 £581 £575
% change year-on-year
-26.88% +1.08%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Machine Learning
East of 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 Cambridgeshire region.

Processes & Methodologies Category
Cambridgeshire
Contract IT job ads with a match in the
Processes & Methodologies category
467 596 595
As % of all contract IT jobs located in Cambridgeshire 79.02% 76.12% 76.18%
Number of daily rates quoted 270 360 304
Median daily rate £400 £375 £388
Median daily rate % change year-on-year
+6.66% -3.22%
90% offered a daily rate of more than £325 £263 £275
10% offered a daily rate of more than £525 £500 £500
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 31 45 50
Median hourly rate £37.50 £35.00 £30.00
Median hourly rate % change year-on-year
+7.14% +16.66%
90% offered a hourly rate of more than £15.00 £12.00 £12.30
10% offered a hourly rate of more than £46.00 £48.75 £40.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Machine Learning
Jobs Demand Trend in Cambridgeshire

The demand trend of contract jobs across the Cambridgeshire 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 Cambridgeshire

Machine Learning
Daily Rate Trend in Cambridgeshire

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

Machine Learning Daily Rate Trend in Cambridgeshire

Machine Learning
Hourly Rate Trend in Cambridgeshire

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

Machine Learning Hourly Rate Trend in Cambridgeshire

Machine Learning
Contract Job Locations in Cambridgeshire

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 Cambridgeshire region over the 3 months to 24 June 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
Cambridge +10 1 - - 11
Machine Learning
East of England

Machine Learning
Top 20 Related IT Skills in Cambridgeshire

For the 6 months to 24 June 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 Cambridgeshire region with a requirement for Machine Learning.

1 6 (100.00%) C++
2 5 (83.33%) C
2 5 (83.33%) Algorithms
2 5 (83.33%) Mathematics
2 5 (83.33%) Digital Signal Processing
2 5 (83.33%) Signal Processing
2 5 (83.33%) Linux
2 5 (83.33%) Python
2 5 (83.33%) Software Engineering
2 5 (83.33%) Embedded C
2 5 (83.33%) MATLAB
3 1 (16.67%) Artificial Intelligence
3 1 (16.67%) Neural Network
3 1 (16.67%) Degree
3 1 (16.67%) Data Mining
3 1 (16.67%) Java
3 1 (16.67%) Natural Language Processing
3 1 (16.67%) Deep Learning
3 1 (16.67%) Knowledge Discovery
3 1 (16.67%) Computer Science

Machine Learning
Top Related IT Skills in Cambridgeshire 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:

Database & Business Intelligence
1 1 (16.67%) Data Mining
Job Titles
1 6 (100.00%) Machine Learning Engineer
2 5 (83.33%) Audio DSP Engineer
2 5 (83.33%) Audio Engineer
2 5 (83.33%) Audio Software Engineer
2 5 (83.33%) C Software Engineer
2 5 (83.33%) DSP Embedded Software Engineer
2 5 (83.33%) DSP Engineer
2 5 (83.33%) DSP Software Engineer
2 5 (83.33%) Embedded C Engineer
2 5 (83.33%) Embedded C Software Engineer
2 5 (83.33%) Embedded Engineer
2 5 (83.33%) Embedded Software Engineer
2 5 (83.33%) Software Engineer
3 1 (16.67%) Process Engineer
Libraries, Frameworks & Software Standards
1 1 (16.67%) Natural Language Processing
Miscellaneous
1 5 (83.33%) Algorithms
1 5 (83.33%) Mathematics
2 1 (16.67%) Artificial Intelligence
2 1 (16.67%) Computer Science
2 1 (16.67%) Neural Network
Operating Systems
1 5 (83.33%) Linux
Processes & Methodologies
1 5 (83.33%) Digital Signal Processing
1 5 (83.33%) Signal Processing
1 5 (83.33%) Software Engineering
2 1 (16.67%) Deep Learning
2 1 (16.67%) Knowledge Discovery
Programming Languages
1 6 (100.00%) C++
2 5 (83.33%) C
2 5 (83.33%) Embedded C
2 5 (83.33%) MATLAB
2 5 (83.33%) Python
3 1 (16.67%) Java
Qualifications
1 1 (16.67%) Degree