The table below looks at the statistics for Machine Learning skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Machine Learning over the 3 months to 3 May 2016 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
3 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 257 264 -
Rank change year-on-year
+7 -
Contract jobs citing Machine Learning 13 3 0
As % of all contract IT jobs located in the South East 0.14% 0.030% -
As % of the Processes & Methodologies category 0.17% 0.039% -
Number of daily rates quoted 4 1 0
Median daily rate £488 £225 -
Median daily rate % change year-on-year
+116.66% -
UK excluding London median daily rate £650 £600 -
% change year-on-year
+8.33% -
Number of hourly rates quoted 1 0 0
Median hourly rate £48.50 - -
UK excluding London median hourly rate £43.00 - -
Machine Learning
England

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

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
7655 7727 7084
As % of all contract IT jobs located in the South East 79.52% 77.86% 74.91%
Number of daily rates quoted 4702 4357 3939
Median daily rate £400 £390 £375
Median daily rate % change year-on-year
+2.56% +4.00%
90% offered a daily rate of more than £280 £270 £250
10% offered a daily rate of more than £540 £525 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 252 283 282
Median hourly rate £37.00 £33.00 £27.00
Median hourly rate % change year-on-year
+12.12% +22.22%
90% offered a hourly rate of more than £12.50 £13.35 £12.51
10% offered a hourly rate of more than £50.00 £47.50 £55.00
UK excluding London median hourly rate £36.00 £31.00 £31.50
% change year-on-year
+16.12% -1.58%

Machine Learning
Jobs Demand Trend in the South East

The demand trend of contract jobs across the South East 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 the South East

Machine Learning
Daily Rate Trend in the South East

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Machine Learning across the South East region.

Machine Learning Daily Rate Trend in the South East

Machine Learning
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Machine Learning across the South East region over the 3 months to 3 May 2016.

Machine Learning Daily Rate Histogram in the South East

Machine Learning
Hourly Rate Trend in the South East

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

Machine Learning Hourly Rate Trend in the South East

Machine Learning
Contract Job Locations in the South East

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 South East region over the 3 months to 3 May 2016. 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
(Click see detailed
statistics and trends)
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
Berkshire - 10 £488 - 3
Surrey -8 1 - - 3
Middlesex - 1 - -
Oxfordshire - 1 - - 12
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 3 May 2016, 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 South East region with a requirement for Machine Learning.

1 27 (75.00%) Analytics
2 22 (61.11%) Data Analytics
3 20 (55.56%) Algorithms
4 18 (50.00%) Data Analysis
5 17 (47.22%) Big Data
6 16 (44.44%) Hadoop
6 16 (44.44%) Python
6 16 (44.44%) Agile Software Development
7 13 (36.11%) Java
7 13 (36.11%) Microsoft Azure
7 13 (36.11%) Natural Language Processing
7 13 (36.11%) Degree
7 13 (36.11%) Analytical Skills
8 12 (33.33%) Content Enrichment
8 12 (33.33%) Waterfall
8 12 (33.33%) Data Modelling
8 12 (33.33%) Content Management
9 11 (30.56%) Zachman Framework
9 11 (30.56%) TOGAF
9 11 (30.56%) NoSQL
9 11 (30.56%) Enterprise Architecture
10 10 (27.78%) JavaScript
11 9 (25.00%) SQL
11 9 (25.00%) R
12 8 (22.22%) MongoDB
12 8 (22.22%) Amazon AWS
12 8 (22.22%) AngularJS
13 7 (19.44%) Power BI
13 7 (19.44%) Software Engineering
13 7 (19.44%) Publishing

Machine Learning
Top Related IT Skills in the South East 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 6 (16.67%) Node.js
1 6 (16.67%) SAS
1 6 (16.67%) WebLogic
1 6 (16.67%) WebSphere
2 5 (13.89%) Apache Spark
3 4 (11.11%) Apache Pig
4 3 (8.33%) Elasticsearch
5 1 (2.78%) Apache Solr
Applications
1 3 (8.33%) Weka
2 2 (5.56%) SPSS
3 1 (2.78%) MS Excel
Business Applications
1 1 (2.78%) SAP Oil and Gas
Cloud Services
1 13 (36.11%) Microsoft Azure
2 8 (22.22%) Amazon AWS
3 4 (11.11%) Azure Machine Learning
4 2 (5.56%) Azure Active Directory
4 2 (5.56%) PaaS
5 1 (2.78%) Cloud Computing
Database & Business Intelligence
1 17 (47.22%) Big Data
2 16 (44.44%) Hadoop
3 11 (30.56%) NoSQL
4 8 (22.22%) MongoDB
5 7 (19.44%) Power BI
6 6 (16.67%) Azure SQL Database
7 5 (13.89%) Apache Hive
8 3 (8.33%) Data Mining
8 3 (8.33%) HPCC
8 3 (8.33%) Pentaho
9 2 (5.56%) Apache Cassandra
9 2 (5.56%) HDInsight
9 2 (5.56%) Redis
9 2 (5.56%) SQL Server
9 2 (5.56%) SQL Server Analysis Services
9 2 (5.56%) SQL Server Integration Services
9 2 (5.56%) SQL Server Reporting Services
10 1 (2.78%) Data Warehouse
10 1 (2.78%) Microsoft Analysis Services
10 1 (2.78%) PostgreSQL
Development Applications
1 6 (16.67%) Selenium
2 2 (5.56%) Redmine
3 1 (2.78%) Git (software)
3 1 (2.78%) Jenkins
3 1 (2.78%) Maven
3 1 (2.78%) Vagrant
General
1 7 (19.44%) Publishing
2 3 (8.33%) Automotive
3 1 (2.78%) Electronics
3 1 (2.78%) Finance
3 1 (2.78%) Manufacturing
3 1 (2.78%) Marketing
3 1 (2.78%) Retail
3 1 (2.78%) Telecoms
Job Titles
1 12 (33.33%) Architect
1 12 (33.33%) Developer
1 12 (33.33%) Solutions Architect
2 9 (25.00%) Data Architect
3 8 (22.22%) Data Scientist
4 6 (16.67%) Big Data Architect
4 6 (16.67%) Cloud Architect
4 6 (16.67%) Cloud Solutions Architect
5 4 (11.11%) Azure Developer
6 3 (8.33%) Agile Developer
6 3 (8.33%) C# Developer
6 3 (8.33%) Java Architect
6 3 (8.33%) Java Developer
6 3 (8.33%) Java Solutions Architect
7 2 (5.56%) Agile Java Developer
7 2 (5.56%) Consultant
7 2 (5.56%) Field Engineer
7 2 (5.56%) Python Developer
7 2 (5.56%) Senior Developer
7 2 (5.56%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 13 (36.11%) Natural Language Processing
2 8 (22.22%) AngularJS
3 6 (16.67%) J2EE
4 4 (11.11%) .NET
4 4 (11.11%) SciPy
5 3 (8.33%) NumPy
5 3 (8.33%) scikit-learn
6 2 (5.56%) ASP.NET
6 2 (5.56%) ASP.NET MVC
6 2 (5.56%) Celery
6 2 (5.56%) Django
6 2 (5.56%) Flask
6 2 (5.56%) JSON
6 2 (5.56%) Pandas
6 2 (5.56%) RESTful
6 2 (5.56%) SOAP
6 2 (5.56%) Spring
6 2 (5.56%) Spring Boot
6 2 (5.56%) Twitter Bootstrap
6 2 (5.56%) Web Services
Miscellaneous
1 20 (55.56%) Algorithms
2 13 (36.11%) Analytical Skills
3 4 (11.11%) Artificial Intelligence
3 4 (11.11%) Computer Science
3 4 (11.11%) Mathematics
3 4 (11.11%) Statistics
3 4 (11.11%) Visualisation
4 2 (5.56%) Smart Energy
5 1 (2.78%) Enterprise Software
5 1 (2.78%) Streaming Video
Operating Systems
1 2 (5.56%) Linux
Processes & Methodologies
1 27 (75.00%) Analytics
2 22 (61.11%) Data Analytics
3 18 (50.00%) Data Analysis
4 16 (44.44%) Agile Software Development
5 12 (33.33%) Content Enrichment
5 12 (33.33%) Content Management
5 12 (33.33%) Data Modelling
5 12 (33.33%) Waterfall
6 11 (30.56%) Enterprise Architecture
6 11 (30.56%) TOGAF
6 11 (30.56%) Zachman Framework
7 7 (19.44%) Software Engineering
8 6 (16.67%) Business Intelligence
9 4 (11.11%) Continuous Integration
9 4 (11.11%) Open Source
9 4 (11.11%) Web Development
10 3 (8.33%) Data Visualisation
10 3 (8.33%) MapReduce
10 3 (8.33%) Operations Management
10 3 (8.33%) TDD
Programming Languages
1 16 (44.44%) Python
2 13 (36.11%) Java
3 10 (27.78%) JavaScript
4 9 (25.00%) R
4 9 (25.00%) SQL
5 5 (13.89%) C#
6 3 (8.33%) PowerShell
7 2 (5.56%) T-SQL
8 1 (2.78%) Bash Shell
8 1 (2.78%) C++
8 1 (2.78%) MATLAB
Qualifications
1 13 (36.11%) Degree
2 2 (5.56%) PhD
3 1 (2.78%) MCITP
3 1 (2.78%) MCTS
3 1 (2.78%) Microsoft Certification
System Software
1 3 (8.33%) GridGain
2 1 (2.78%) Docker
Systems Management
1 1 (2.78%) Graphite
1 1 (2.78%) Kibana
1 1 (2.78%) logstash
1 1 (2.78%) Opscode Chef
1 1 (2.78%) Puppet
1 1 (2.78%) StatsD
Vendors
1 1 (2.78%) Microsoft
1 1 (2.78%) SAP
Berkshire
People Source Consulting
Rate: £650 - £750 per day
Posted: 19 days ago