The following table provides summary statistics for contract job vacancies advertised in Hampshire 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 3 months to 23 June 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
South East / Hampshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 103 - -
Rank change year-on-year - 0  
Contract jobs citing Machine Learning 4 0 0
As % of all contract IT jobs advertised in Hampshire 0.22% - -
As % of the Processes & Methodologies category 0.28% - -
Number of daily rates quoted 4 0 0
Median daily rate £400 - -
UK excluding London median daily rate £475 £425 £581
% change year-on-year +11.76% -26.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £17.50 - -

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 Hampshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Hampshire
Contract job vacancies with a requirement for process and methodology skills 1452 1595 1797
As % of all contract IT job vacancies advertised in Hampshire 81.62% 80.07% 84.05%
Number of daily rates quoted 866 1019 1157
Median daily rate £413 £400 £375
Median daily rate % change year-on-year +3.12% +6.66%  
90% offered a daily rate of more than £275 £290 £275
10% offered a daily rate of more than £550 £525 £475
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 80 82 92
Median hourly rate £42.50 £40.00 £33.00
Median hourly rate % change year-on-year +6.25% +21.21%  
90% offered a hourly rate of more than £13.00 £15.00 £12.50
10% offered a hourly rate of more than £50.15 £57.50 £46.05
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Machine Learning
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire citing Machine Learning as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Machine Learning in Hampshire

Machine Learning
Contractor Daily Rate Trend in Hampshire

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

Contractor daily rate trend for Machine Learning in Hampshire

Machine Learning
Contractor Daily Rate Histogram in Hampshire

The daily rate distribution of IT jobs citing Machine Learning in Hampshire over the 3 months to 23 June 2017.

Contractor daily rate histogram for Machine Learning in Hampshire

Machine Learning
Contract Job Locations in Hampshire

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 Hampshire region over the 3 months to 23 June 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
Southampton - 3 £400 - 1
Hook - 1 £250 -
Machine Learning
South East

For the 6 months to 23 June 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 Hampshire region with a requirement for Machine Learning.

1 5 (62.50%) JavaScript
1 5 (62.50%) Python
2 3 (37.50%) Hadoop
2 3 (37.50%) Software Engineering
2 3 (37.50%) Ubuntu
2 3 (37.50%) Linux
2 3 (37.50%) OpenStack
2 3 (37.50%) Big Data
2 3 (37.50%) Kafka
2 3 (37.50%) Sqoop
2 3 (37.50%) Akka
2 3 (37.50%) Apache Hive
2 3 (37.50%) MongoDB
2 3 (37.50%) Apache Cassandra
2 3 (37.50%) Apache Spark
3 2 (25.00%) Dashboard Development
3 2 (25.00%) Data Enrichment
3 2 (25.00%) Predictive Analysis
3 2 (25.00%) Splunk
3 2 (25.00%) Regular Expression
3 2 (25.00%) Kalman Filter
3 2 (25.00%) User Experience
3 2 (25.00%) Apache
3 2 (25.00%) Tomcat
3 2 (25.00%) Perl
3 2 (25.00%) XML
3 2 (25.00%) Telecoms
3 2 (25.00%) Data Analysis
3 2 (25.00%) Artificial Intelligence
3 2 (25.00%) Statistics

Machine Learning
Co-occurring IT Skills in Hampshire 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 (37.50%) Apache Spark
1 3 (37.50%) OpenStack
2 2 (25.00%) Apache
2 2 (25.00%) Tomcat
Database & Business Intelligence
1 3 (37.50%) Apache Cassandra
1 3 (37.50%) Apache Hive
1 3 (37.50%) Big Data
1 3 (37.50%) Hadoop
1 3 (37.50%) MongoDB
1 3 (37.50%) Sqoop
General
1 2 (25.00%) Telecoms
Job Titles
1 6 (75.00%) Developer
2 3 (37.50%) Big Data Developer
2 3 (37.50%) Linux Developer
2 3 (37.50%) Python Developer
3 2 (25.00%) Analyst
3 2 (25.00%) Data Analyst
Libraries, Frameworks & Software Standards
1 3 (37.50%) Akka
1 3 (37.50%) Kafka
2 2 (25.00%) Regular Expression
2 2 (25.00%) XML
Miscellaneous
1 2 (25.00%) User Experience
Operating Systems
1 3 (37.50%) Linux
1 3 (37.50%) Ubuntu
Processes & Methodologies
1 3 (37.50%) Software Engineering
2 2 (25.00%) Artificial Intelligence
2 2 (25.00%) Dashboard Development
2 2 (25.00%) Data Analysis
2 2 (25.00%) Data Enrichment
2 2 (25.00%) Data Modelling
2 2 (25.00%) Kalman Filter
2 2 (25.00%) Predictive Analysis
2 2 (25.00%) Statistics
2 2 (25.00%) Use Case
2 2 (25.00%) Visualisation
3 1 (12.50%) Open Source
Programming Languages
1 5 (62.50%) JavaScript
1 5 (62.50%) Python
2 2 (25.00%) Perl
Vendors
1 2 (25.00%) Splunk