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 26 March 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.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Machine Learning
South East / Hampshire
Rank 110 - -
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 0.27% - -
Number of daily rates quoted 2 0 0
Median daily rate £375 - -
UK excluding London median daily rate £488 £650 £613
% change year-on-year -25.00% +6.12%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £37.50 -
% change year-on-year +46.66% -  

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 1472 1739 1762
As % of all contract IT job vacancies advertised in Hampshire 79.83% 79.77% 81.80%
Number of daily rates quoted 890 1170 1010
Median daily rate £425 £375 £385
Median daily rate % change year-on-year +13.33% -2.59%  
90% offered a daily rate of more than £290 £275 £265
10% offered a daily rate of more than £575 £500 £538
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 95 68 87
Median hourly rate £42.50 £38.00 £35.00
Median hourly rate % change year-on-year +11.84% +8.57%  
90% offered a hourly rate of more than £14.15 £13.50 £12.50
10% offered a hourly rate of more than £67.89 £50.00 £45.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

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
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 26 March 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 - 1 - - 1
Hook - 1 - -
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Hampshire

For the 6 months to 26 March 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 6 (66.67%) Python
2 4 (44.44%) JavaScript
2 4 (44.44%) Big Data
3 3 (33.33%) OpenStack
4 2 (22.22%) Statistics
4 2 (22.22%) Degree
4 2 (22.22%) Predictive Analytics
4 2 (22.22%) Mathematics
4 2 (22.22%) ETL
4 2 (22.22%) Text Mining
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Microsoft
4 2 (22.22%) SQL
4 2 (22.22%) Data Warehouse
4 2 (22.22%) Postgraduate
4 2 (22.22%) Apache
4 2 (22.22%) MapR
4 2 (22.22%) Analytical Skills
4 2 (22.22%) Apache Spark
4 2 (22.22%) Algorithms
4 2 (22.22%) Power BI
4 2 (22.22%) Analytics
4 2 (22.22%) Hadoop
4 2 (22.22%) R
5 1 (11.11%) Splunk
5 1 (11.11%) Regular Expression
5 1 (11.11%) Neo4j
5 1 (11.11%) Visualisation
5 1 (11.11%) Open Source
5 1 (11.11%) NoSQL

Machine Learning
Top Related 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 (33.33%) OpenStack
2 2 (22.22%) Apache
2 2 (22.22%) Apache Spark
3 1 (11.11%) ArcGIS
3 1 (11.11%) Elasticsearch
3 1 (11.11%) SAS
3 1 (11.11%) Tomcat
Applications
1 1 (11.11%) Stata
Database & Business Intelligence
1 4 (44.44%) Big Data
2 2 (22.22%) Data Warehouse
2 2 (22.22%) Hadoop
2 2 (22.22%) Power BI
2 2 (22.22%) Text Mining
3 1 (11.11%) Geospatial Data
3 1 (11.11%) GIS
3 1 (11.11%) Neo4j
3 1 (11.11%) NoSQL
3 1 (11.11%) QGIS
3 1 (11.11%) Spatial Data
General
1 1 (11.11%) Telecoms
Job Titles
1 4 (44.44%) Developer
2 3 (33.33%) Analyst
2 3 (33.33%) Python Developer
3 2 (22.22%) Architect
3 2 (22.22%) Big Data Architect
3 2 (22.22%) Data Analyst
3 2 (22.22%) Data Architect
3 2 (22.22%) Solutions Architect
3 2 (22.22%) Statistical Analyst
4 1 (11.11%) Apache Spark Developer
4 1 (11.11%) Data Scientist
4 1 (11.11%) Elasticsearch Developer
4 1 (11.11%) Junior
4 1 (11.11%) Junior Analyst
4 1 (11.11%) Scala Developer
4 1 (11.11%) Spatial Analyst
Libraries, Frameworks & Software Standards
1 1 (11.11%) Play Framework
1 1 (11.11%) Regular Expression
1 1 (11.11%) XML
Miscellaneous
1 2 (22.22%) Algorithms
1 2 (22.22%) Analytical Skills
2 1 (11.11%) Social Network
2 1 (11.11%) User Experience
Processes & Methodologies
1 2 (22.22%) Analytics
1 2 (22.22%) Business Intelligence
1 2 (22.22%) ETL
1 2 (22.22%) Mathematics
1 2 (22.22%) Predictive Analytics
1 2 (22.22%) Statistics
2 1 (11.11%) Artificial Intelligence
2 1 (11.11%) Dashboard Development
2 1 (11.11%) Data Analysis
2 1 (11.11%) Data Enrichment
2 1 (11.11%) Data Modelling
2 1 (11.11%) Kalman Filter
2 1 (11.11%) Open Source
2 1 (11.11%) Physics
2 1 (11.11%) Predictive Analysis
2 1 (11.11%) Spatial Analysis
2 1 (11.11%) Statistical Computing
2 1 (11.11%) Use Case
2 1 (11.11%) Visualisation
Programming Languages
1 6 (66.67%) Python
2 4 (44.44%) JavaScript
3 2 (22.22%) R
3 2 (22.22%) SQL
4 1 (11.11%) Perl
4 1 (11.11%) Scala
Qualifications
1 2 (22.22%) Degree
1 2 (22.22%) Postgraduate
Vendors
1 2 (22.22%) MapR
1 2 (22.22%) Microsoft
2 1 (11.11%) Splunk