Period
to 24 July 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Machine Learning skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Machine Learning over the 6 months to 24 July 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Machine Learning
East of England > Cambridgeshire
6 months to
24 Jul 2017
Same period 2016 Same period 2015
Rank 85 87 97
Rank change year-on-year +2 +10 +5
Contract jobs citing Machine Learning 5 5 9
As % of all contract IT jobs advertised in Cambridgeshire 0.42% 0.40% 0.58%
As % of the Processes & Methodologies category 0.52% 0.49% 0.73%
Number of daily rates quoted 2 0 3
Cambridgeshire median daily rate £463 - £450
10th Percentile £419 - £235
90th Percentile £516 - £509
East of England median daily rate £500 £300 £450
% change year-on-year +66.67% -33.33% -
Number of hourly rates quoted 0 2 0
Cambridgeshire median hourly rate - £37.50 -
East of England median hourly rate - £37.50 -

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 contract job vacancies advertised in Cambridgeshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Cambridgeshire
Contract job vacancies with a requirement for process and methodology skills 962 1011 1240
As % of all contract IT job vacancies advertised in Cambridgeshire 81.46% 80.88% 80.36%
Number of daily rates quoted 489 593 696
Cambridgeshire median daily rate £375 £413 £358
Median daily rate % change year-on-year -9.09% +15.38% -1.38%
10th Percentile £200 £264 £247
90th Percentile £515 £538 £519
East of England median daily rate £425 £413 £388
% change year-on-year +3.03% +6.45% +3.33%
Number of hourly rates quoted 115 66 95
Cambridgeshire median hourly rate £24.00 £37.25 £15.77
Median hourly rate % change year-on-year -35.57% +136.21% -47.43%
10th Percentile £12.10 £9.50 £11.50
90th Percentile £47.50 £48.75 £43.75
East of England median hourly rate £30.00 £24.25 £23.00
% change year-on-year +23.71% +5.43% -16.36%

Machine Learning
Job Vacancy Trend in Cambridgeshire

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Machine Learning in Cambridgeshire

Machine Learning
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Machine Learning 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 6 months to 24 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +9 4 £463 - 29
Machine Learning
East of England

For the 6 months to 24 July 2017, 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 3 (60.00%) Python
2 2 (40.00%) Django
2 2 (40.00%) HTML
2 2 (40.00%) JavaScript
2 2 (40.00%) CSS
2 2 (40.00%) Data Analytics
2 2 (40.00%) Flask
2 2 (40.00%) DevOps
2 2 (40.00%) Analytics
3 1 (20.00%) Deep Learning
3 1 (20.00%) Algorithms
3 1 (20.00%) TensorFlow
3 1 (20.00%) Theano
3 1 (20.00%) Convolutional Neural Network
3 1 (20.00%) Keras
3 1 (20.00%) Torch
3 1 (20.00%) MXNet
3 1 (20.00%) C#
3 1 (20.00%) SQL
3 1 (20.00%) Java
3 1 (20.00%) Scala
3 1 (20.00%) Visualisation
3 1 (20.00%) Microsoft Azure
3 1 (20.00%) Amazon AWS
3 1 (20.00%) R
3 1 (20.00%) Data Visualisation
3 1 (20.00%) Data Mining
3 1 (20.00%) SAS
3 1 (20.00%) Business Intelligence
3 1 (20.00%) Finance

Machine Learning
Co-occurring 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:

Application Platforms
1 1 (20.00%) SAS
Cloud Services
1 1 (20.00%) Amazon AWS
1 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 1 (20.00%) Data Mining
General
1 1 (20.00%) Finance
Job Titles
1 1 (20.00%) Azure Developer
1 1 (20.00%) Cloud Developer
1 1 (20.00%) Data Scientist
1 1 (20.00%) Developer
1 1 (20.00%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 2 (40.00%) CSS
1 2 (40.00%) Django
1 2 (40.00%) Flask
1 2 (40.00%) HTML
2 1 (20.00%) Keras
2 1 (20.00%) MXNet
2 1 (20.00%) TensorFlow
2 1 (20.00%) Theano
2 1 (20.00%) Torch
Miscellaneous
1 1 (20.00%) Algorithms
1 1 (20.00%) Computer Science
Processes & Methodologies
1 2 (40.00%) Analytics
1 2 (40.00%) Data Analytics
1 2 (40.00%) DevOps
2 1 (20.00%) Applied Mathematics
2 1 (20.00%) Business Intelligence
2 1 (20.00%) Convolutional Neural Network
2 1 (20.00%) Data Visualisation
2 1 (20.00%) Deep Learning
2 1 (20.00%) Mathematics
2 1 (20.00%) Statistical Analysis
2 1 (20.00%) Statistics
2 1 (20.00%) Visualisation
Programming Languages
1 3 (60.00%) Python
2 2 (40.00%) JavaScript
3 1 (20.00%) C#
3 1 (20.00%) Java
3 1 (20.00%) R
3 1 (20.00%) Scala
3 1 (20.00%) SQL
Qualifications
1 1 (20.00%) Degree