Period
to 17 November 2017

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 6 months to 17 November 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
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 151 159 185
Rank change year-on-year +8 +26 -
Contract jobs citing Machine Learning 5 6 4
As % of all contract IT jobs advertised in Hampshire 0.14% 0.15% 0.090%
As % of the Processes & Methodologies category 0.18% 0.19% 0.11%
Number of daily rates quoted 1 2 1
Hampshire median daily rate £500 £370 £388
Median daily rate % change year-on-year +35.14% -4.52% -
10th Percentile £475 £179 £369
90th Percentile £525 £577 £406
South East median daily rate £500 £575 £520
% change year-on-year -13.04% +10.58% -
Number of hourly rates quoted 3 1 0
Hampshire median hourly rate £19.34 £20.50 -
Median hourly rate % change year-on-year -5.66% - -
South East median hourly rate £19.34 £20.50 -
% change year-on-year -5.66% - -

Machine Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Contract vacancies with a requirement for process or methodology skills 2856 3130 3710
As % of all contract IT jobs advertised in Hampshire 80.07% 80.36% 83.13%
Number of daily rates quoted 1707 2015 2274
Hampshire median daily rate £400 £400 £380
Median daily rate % change year-on-year - +5.26% +5.56%
10th Percentile £240 £250 £263
90th Percentile £538 £550 £513
South East median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.56%
Number of hourly rates quoted 109 165 196
Hampshire median hourly rate £40.00 £38.75 £27.50
Median hourly rate % change year-on-year +3.23% +40.91% +16.40%
10th Percentile £12.24 £12.50 £12.48
90th Percentile £48.87 £56.75 £48.03
South East median hourly rate £23.00 £26.00 £26.00
% change year-on-year -11.54% - +48.57%

Machine Learning
Job Vacancy Trend in Hampshire

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

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 Hourly Rate Trend in Hampshire

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

Contractor hourly 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 6 months to 17 November 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
Fareham 0 1 - -
Portsmouth - 1 £500 - 1
Machine Learning
South East

For the 6 months to 17 November 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 (100.00%) SQL
1 5 (100.00%) Apache
1 5 (100.00%) Python
1 5 (100.00%) Big Data
1 5 (100.00%) Apache Spark
2 4 (80.00%) Stata
2 4 (80.00%) Text Mining
2 4 (80.00%) NoSQL
2 4 (80.00%) R
2 4 (80.00%) SAS
2 4 (80.00%) GIS
2 4 (80.00%) ArcGIS
2 4 (80.00%) Statistics
2 4 (80.00%) Degree
2 4 (80.00%) Mathematics
2 4 (80.00%) QGIS
2 4 (80.00%) Spatial Data
2 4 (80.00%) Spatial Analysis
2 4 (80.00%) Postgraduate
2 4 (80.00%) Analytical Skills
2 4 (80.00%) Geospatial Data
3 1 (20.00%) Google
3 1 (20.00%) Tableau
3 1 (20.00%) HBase
3 1 (20.00%) D3.js
3 1 (20.00%) Mahout
3 1 (20.00%) BigQuery
3 1 (20.00%) Google Cloud Platform
3 1 (20.00%) scikit-learn
3 1 (20.00%) Jupyter

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 5 (100.00%) Apache
1 5 (100.00%) Apache Spark
2 4 (80.00%) ArcGIS
2 4 (80.00%) SAS
3 1 (20.00%) Apache Pig
3 1 (20.00%) Jupyter
Applications
1 4 (80.00%) Stata
Cloud Services
1 1 (20.00%) Amazon AWS
1 1 (20.00%) Amazon S3
1 1 (20.00%) Google Cloud Platform
Database & Business Intelligence
1 5 (100.00%) Big Data
2 4 (80.00%) Geospatial Data
2 4 (80.00%) GIS
2 4 (80.00%) NoSQL
2 4 (80.00%) QGIS
2 4 (80.00%) Spatial Data
2 4 (80.00%) Text Mining
3 1 (20.00%) Amazon Redshift
3 1 (20.00%) Apache Hive
3 1 (20.00%) BigQuery
3 1 (20.00%) Hadoop
3 1 (20.00%) HBase
3 1 (20.00%) Mahout
3 1 (20.00%) MongoDB
Job Titles
1 4 (80.00%) Analyst
1 4 (80.00%) Spatial Analyst
2 2 (40.00%) GIS Analyst
3 1 (20.00%) Data Scientist
3 1 (20.00%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 1 (20.00%) Bokeh
1 1 (20.00%) D3.js
1 1 (20.00%) Pandas
1 1 (20.00%) PyMC3
1 1 (20.00%) scikit-learn
1 1 (20.00%) Web Services
Miscellaneous
1 4 (80.00%) Analytical Skills
Processes & Methodologies
1 4 (80.00%) Mathematics
1 4 (80.00%) Spatial Analysis
1 4 (80.00%) Statistics
2 1 (20.00%) ETL
2 1 (20.00%) Open Source
Programming Languages
1 5 (100.00%) Python
1 5 (100.00%) SQL
2 4 (80.00%) R
3 1 (20.00%) Scala
Qualifications
1 4 (80.00%) Degree
1 4 (80.00%) Postgraduate
Vendors
1 1 (20.00%) Google
1 1 (20.00%) Tableau