The table below looks at the statistics for Machine Learning skills in IT contracts advertised for the Hampshire region. Included is a guide to the average contractor rates offered in IT contracts that have cited Machine Learning over the 3 months to 11 February 2016 with a comparison to the same period in 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.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank - - -
Contract jobs citing Machine Learning 0 0 0
As % of all contract IT jobs located in Hampshire - - -
As % of the Processes & Methodologies category - - -
Number of daily rates quoted 0 0 0
Average daily rate - - -
UK excluding London average daily rate £575 £330 £400
% change year-on-year
+74.24% -17.50%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £37.50 - -
Machine Learning
South East

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

Processes & Methodologies Category
Hampshire
Contract IT job ads with a match in the
Processes & Methodologies category
1510 1635 1299
As % of all contract IT jobs located in Hampshire 79.39% 78.34% 73.72%
Number of daily rates quoted 993 894 702
Average daily rate £375 £375 £374
Average daily rate % change year-on-year
- +0.40%
90% offered a daily rate of more than £275 £275 £250
10% offered a daily rate of more than £535 £500 £475
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 67 76 67
Average hourly rate £47.50 £35.00 £38.75
Average hourly rate % change year-on-year
+35.71% -9.67%
90% offered a hourly rate of more than £12.00 £12.00 £12.50
10% offered a hourly rate of more than £60.00 £42.00 £125.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

Machine Learning
Jobs Demand Trend in Hampshire

This chart provides a 3-month moving total of IT contractor jobs citing Machine Learning across the Hampshire region as a proportion of the total demand within the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in Hampshire

Machine Learning
Hourly Rate Trend in Hampshire

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

Machine Learning Hourly Rate Trend in Hampshire

Machine Learning
Top 25 Related IT Skills in Hampshire

For the 6 months to 11 February 2016, IT contractor jobs across the Hampshire region citing Machine Learning also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Machine Learning.

1 3 (75.00%) Java
2 2 (50.00%) C#
2 2 (50.00%) C++
2 2 (50.00%) Web Services
2 2 (50.00%) Python
2 2 (50.00%) RESTful
2 2 (50.00%) Hadoop
2 2 (50.00%) Big Data
2 2 (50.00%) Software Engineering
3 1 (25.00%) Security Cleared
3 1 (25.00%) Kafka
3 1 (25.00%) Apache Flume
3 1 (25.00%) Analytics
3 1 (25.00%) Apache Pig
3 1 (25.00%) Sqoop
3 1 (25.00%) Enterprise Software
3 1 (25.00%) HDFS
3 1 (25.00%) Apache Spark
3 1 (25.00%) Apache Cassandra
3 1 (25.00%) NoSQL
3 1 (25.00%) R
3 1 (25.00%) Mahout
3 1 (25.00%) Finance
3 1 (25.00%) Apache
3 1 (25.00%) SQL

Machine Learning
Top Related IT Skills in Hampshire by Category

For the 6 months to 11 February 2016, IT contractor jobs across the Hampshire region citing Machine Learning also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Machine Learning. Up to 20 skills are shown per category.

Application Platforms
1 1 (25.00%) Apache
1 1 (25.00%) Apache Pig
1 1 (25.00%) Apache Spark
Database & Business Intelligence
1 2 (50.00%) Big Data
1 2 (50.00%) Hadoop
2 1 (25.00%) Apache Cassandra
2 1 (25.00%) Mahout
2 1 (25.00%) NoSQL
2 1 (25.00%) Sqoop
General
1 1 (25.00%) Finance
Job Titles
1 2 (50.00%) Developer
1 2 (50.00%) Software Engineer
2 1 (25.00%) Architect
2 1 (25.00%) Big Data Architect
2 1 (25.00%) C++ Developer
2 1 (25.00%) C++ Software Developer
2 1 (25.00%) C++ Software Engineer
2 1 (25.00%) C++/Java Developer
2 1 (25.00%) Data Architect
2 1 (25.00%) Developer/Software Engineer
2 1 (25.00%) Java Developer
2 1 (25.00%) Java Engineer
2 1 (25.00%) Java Software Developer
2 1 (25.00%) Java Software Engineer
2 1 (25.00%) Python Developer
2 1 (25.00%) Python Software Engineer
2 1 (25.00%) Software Developer
2 1 (25.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (50.00%) RESTful
1 2 (50.00%) Web Services
2 1 (25.00%) Kafka
Miscellaneous
1 1 (25.00%) Enterprise Software
Processes & Methodologies
1 2 (50.00%) Software Engineering
2 1 (25.00%) Analytics
Programming Languages
1 3 (75.00%) Java
2 2 (50.00%) C#
2 2 (50.00%) C++
2 2 (50.00%) Python
3 1 (25.00%) R
3 1 (25.00%) SQL
Qualifications
1 1 (25.00%) Security Cleared
System Software
1 1 (25.00%) Apache Flume
1 1 (25.00%) HDFS