The table below looks at the statistics for Machine Learning skills in IT contracts advertised for the Middlesex region. Included is a guide to the contractor rates offered in IT contracts that have cited Machine Learning over the 3 months to 28 August 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
28 Aug 2016
Same period 2015 Same period 2014
Machine Learning
Rank 22 - -
Rank change year-on-year
- 0
Contract jobs citing Machine Learning 9 0 0
As % of all contract IT jobs located in Middlesex 4.04% - -
As % of the Processes & Methodologies category 4.52% - -
Number of daily rates quoted 8 0 0
Median daily rate £360 - -
UK excluding London median daily rate £375 £520 £575
% change year-on-year
-27.88% -9.56%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 - -
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 Middlesex region.

Processes & Methodologies Category
Middlesex
Contract IT job ads with a match in the
Processes & Methodologies category
199 165 201
As % of all contract IT jobs located in Middlesex 89.24% 79.33% 80.72%
Number of daily rates quoted 129 90 118
Median daily rate £415 £396 £400
Median daily rate % change year-on-year
+4.79% -1.00%
90% offered a daily rate of more than £325 £275 £270
10% offered a daily rate of more than £530 £484 £528
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 6 5 7
Median hourly rate £37.50 £47.50 £42.50
Median hourly rate % change year-on-year
-21.05% +11.76%
90% offered a hourly rate of more than £36.50 £25.30 £37.50
10% offered a hourly rate of more than £41.00 £47.50 £50.50
UK excluding London median hourly rate £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

Machine Learning
Jobs Demand Trend in Middlesex

The demand trend of contract jobs across the Middlesex 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 Middlesex

Machine Learning
Daily Rate Trend in Middlesex

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

Machine Learning Daily Rate Trend in Middlesex

Machine Learning
Top 30 Related IT Skills in Middlesex

For the 6 months to 28 August 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 Middlesex region with a requirement for Machine Learning.

1 9 (90.00%) Analytics
1 9 (90.00%) Hadoop
2 8 (80.00%) Visualisation
2 8 (80.00%) SAP HANA
2 8 (80.00%) SAP
2 8 (80.00%) Teradata
3 2 (20.00%) Statistics
3 2 (20.00%) Degree
3 2 (20.00%) Data Mining
3 2 (20.00%) Apache Hive
3 2 (20.00%) R
3 2 (20.00%) Computer Science
3 2 (20.00%) Analytical Skills
3 2 (20.00%) Apache Spark
3 2 (20.00%) Algorithms
3 2 (20.00%) Big Data
4 1 (10.00%) Statistical Modelling
4 1 (10.00%) Kafka
4 1 (10.00%) Matrix Organization
4 1 (10.00%) Social Network
4 1 (10.00%) RESTful
4 1 (10.00%) Scala
4 1 (10.00%) MapReduce
4 1 (10.00%) HBase
4 1 (10.00%) Mahout
4 1 (10.00%) C++
4 1 (10.00%) Java
4 1 (10.00%) SQL
4 1 (10.00%) Apache Pig
4 1 (10.00%) Relational Database

Machine Learning
Top Related IT Skills in Middlesex 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 2 (20.00%) Apache Spark
2 1 (10.00%) Apache Pig
Database & Business Intelligence
1 9 (90.00%) Hadoop
2 8 (80.00%) SAP HANA
3 2 (20.00%) Apache Hive
3 2 (20.00%) Big Data
3 2 (20.00%) Data Mining
4 1 (10.00%) HBase
4 1 (10.00%) Mahout
4 1 (10.00%) RDBMS
4 1 (10.00%) Relational Database
Job Titles
1 10 (100.00%) Data Scientist
2 1 (10.00%) Junior
2 1 (10.00%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 1 (10.00%) Cascading
1 1 (10.00%) Kafka
1 1 (10.00%) RESTful
Miscellaneous
1 8 (80.00%) Visualisation
2 2 (20.00%) Algorithms
2 2 (20.00%) Analytical Skills
2 2 (20.00%) Computer Science
2 2 (20.00%) Statistics
3 1 (10.00%) Mathematics
3 1 (10.00%) Neural Network
3 1 (10.00%) Physics
3 1 (10.00%) Social Network
Processes & Methodologies
1 9 (90.00%) Analytics
2 1 (10.00%) Data Analysis
2 1 (10.00%) Data Modelling
2 1 (10.00%) MapReduce
2 1 (10.00%) Matrix Organization
2 1 (10.00%) Software Engineering
2 1 (10.00%) Statistical Modelling
2 1 (10.00%) Validation
Programming Languages
1 2 (20.00%) R
2 1 (10.00%) C++
2 1 (10.00%) Java
2 1 (10.00%) MATLAB
2 1 (10.00%) Python
2 1 (10.00%) Scala
2 1 (10.00%) Shell Script
2 1 (10.00%) SQL
Qualifications
1 2 (20.00%) Degree
2 1 (10.00%) PhD
Vendors
1 8 (80.00%) SAP
1 8 (80.00%) Teradata