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 21 January 2017 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
21 Jan 2017
Same period 2016 Same period 2015
Machine Learning
East of England / Cambridgeshire
Rank 44 50 -
Rank change year-on-year
+6 -
Contract jobs citing Machine Learning 9 4 0
As % of all contract IT jobs located in Cambridgeshire 1.64% 0.71% -
As % of the Processes & Methodologies category 2.09% 0.93% -
Number of daily rates quoted 5 0 0
Median daily rate £330 - -
UK excluding London median daily rate £550 £520 £325
% change year-on-year
+5.76% +60.00%
Number of hourly rates quoted 0 4 0
Median hourly rate - £37.50 -
UK excluding London median hourly rate £26.00 £37.50 -
% change year-on-year
-30.66% -

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
430 431 598
As % of all contract IT jobs located in Cambridgeshire 78.18% 76.96% 80.27%
Number of daily rates quoted 192 256 345
Median daily rate £400 £400 £400
90% offered a daily rate of more than £275 £275 £225
10% offered a daily rate of more than £600 £550 £550
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 44 31 58
Median hourly rate £40.00 £37.50 £25.00
Median hourly rate % change year-on-year
+6.66% +50.00%
90% offered a hourly rate of more than £15.90 £12.00 £12.00
10% offered a hourly rate of more than £45.00 £60.00 £45.60
UK excluding London median hourly rate £35.00 £40.00 £25.25
% change year-on-year
-12.50% +58.41%

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
Daily Rate Histogram in Cambridgeshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Machine Learning across the Cambridgeshire region over the 3 months to 21 January 2017.

Machine Learning Daily Rate Histogram 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 21 January 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +5 6 £330 - 18
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 21 January 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 7 (70.00%) Python
2 6 (60.00%) Data Mining
3 5 (50.00%) Business Intelligence
3 5 (50.00%) Java
3 5 (50.00%) SQL
3 5 (50.00%) Statistical Analysis
3 5 (50.00%) Apache Hive
3 5 (50.00%) Algorithms
4 4 (40.00%) NumPy
4 4 (40.00%) Power BI
4 4 (40.00%) Kibana
4 4 (40.00%) scikit-learn
4 4 (40.00%) Relational Database
4 4 (40.00%) R
4 4 (40.00%) Data Visualisation
4 4 (40.00%) Visualisation
4 4 (40.00%) Mathematics
4 4 (40.00%) Statistics
4 4 (40.00%) Software Engineering
4 4 (40.00%) Linux
4 4 (40.00%) MATLAB
5 3 (30.00%) Embedded C
5 3 (30.00%) C
5 3 (30.00%) Unix
5 3 (30.00%) Information Management
5 3 (30.00%) Physics
5 3 (30.00%) Computer Science
5 3 (30.00%) Bash Shell
5 3 (30.00%) Signal Processing
5 3 (30.00%) Weka

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:

Application Platforms
1 3 (30.00%) Apache Pig
2 1 (10.00%) Apache Spark
2 1 (10.00%) CMS
2 1 (10.00%) GlassFish
2 1 (10.00%) OpenStack
2 1 (10.00%) Tomcat
Applications
1 3 (30.00%) Weka
Cloud Services
1 1 (10.00%) Amazon AWS
Database & Business Intelligence
1 6 (60.00%) Data Mining
2 5 (50.00%) Apache Hive
3 4 (40.00%) Power BI
3 4 (40.00%) Relational Database
4 3 (30.00%) Mahout
5 2 (20.00%) NoSQL
6 1 (10.00%) Big Data
6 1 (10.00%) Hadoop
6 1 (10.00%) PostgreSQL
6 1 (10.00%) Triplestore
General
1 1 (10.00%) Games
Job Titles
1 5 (50.00%) Data Scientist
2 3 (30.00%) Audio Engineer
2 3 (30.00%) Audio Software Engineer
2 3 (30.00%) C Software Engineer
2 3 (30.00%) Embedded C Engineer
2 3 (30.00%) Embedded C Software Engineer
2 3 (30.00%) Embedded Engineer
2 3 (30.00%) Embedded Software Engineer
2 3 (30.00%) Machine Learning Engineer
2 3 (30.00%) Python Software Engineer
2 3 (30.00%) Software Engineer
3 1 (10.00%) AWS Engineer
3 1 (10.00%) Big Data Engineer
3 1 (10.00%) Data Engineer
3 1 (10.00%) Hadoop Engineer
3 1 (10.00%) Senior Data Engineer
3 1 (10.00%) Senior Data Scientist
3 1 (10.00%) Senior Hadoop Engineer
3 1 (10.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (40.00%) NumPy
1 4 (40.00%) scikit-learn
2 3 (30.00%) D3.js
3 1 (10.00%) J2EE
3 1 (10.00%) JSON
3 1 (10.00%) Natural Language Processing
3 1 (10.00%) REST
3 1 (10.00%) RESTful
3 1 (10.00%) Spring
3 1 (10.00%) Web Services
3 1 (10.00%) XML
3 1 (10.00%) XSD
Miscellaneous
1 5 (50.00%) Algorithms
2 4 (40.00%) Mathematics
2 4 (40.00%) Statistics
2 4 (40.00%) Visualisation
3 3 (30.00%) Computer Science
3 3 (30.00%) Embedded Systems
3 3 (30.00%) Physics
4 1 (10.00%) Analytical Skills
4 1 (10.00%) Artificial Intelligence
4 1 (10.00%) Online Games
4 1 (10.00%) Ontologies
Operating Systems
1 4 (40.00%) Linux
2 3 (30.00%) Unix
Processes & Methodologies
1 5 (50.00%) Business Intelligence
1 5 (50.00%) Statistical Analysis
2 4 (40.00%) Data Visualisation
2 4 (40.00%) Software Engineering
3 3 (30.00%) Information Management
3 3 (30.00%) Signal Processing
4 1 (10.00%) Agile Software Development
4 1 (10.00%) Analytics
4 1 (10.00%) Content Management
4 1 (10.00%) MapReduce
4 1 (10.00%) Microservices
4 1 (10.00%) Predictive Analytics
4 1 (10.00%) RDF
4 1 (10.00%) Stakeholder Management
Programming Languages
1 7 (70.00%) Python
2 5 (50.00%) Java
2 5 (50.00%) SQL
3 4 (40.00%) MATLAB
3 4 (40.00%) R
4 3 (30.00%) Bash Shell
4 3 (30.00%) C
4 3 (30.00%) Embedded C
5 1 (10.00%) Scala
5 1 (10.00%) XPath
5 1 (10.00%) XQuery
Qualifications
1 1 (10.00%) Degree
1 1 (10.00%) DV Cleared
1 1 (10.00%) Security Cleared
System Software
1 1 (10.00%) Docker
Systems Management
1 4 (40.00%) Kibana
Vendors
1 1 (10.00%) Vertica