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 June 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 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 30 - -
Rank change year-on-year
- 0
Contract jobs citing Machine Learning 1 0 0
As % of all contract IT jobs located in Middlesex 0.52% - -
As % of the Processes & Methodologies category 0.58% - -
Number of daily rates quoted 0 0 0
Median daily rate - - -
UK excluding London median daily rate £425 £581 £575
% change year-on-year
-26.88% +1.08%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
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
173 143 192
As % of all contract IT jobs located in Middlesex 90.10% 74.09% 84.96%
Number of daily rates quoted 116 75 116
Median daily rate £400 £387 £410
Median daily rate % change year-on-year
+3.35% -5.60%
90% offered a daily rate of more than £300 £275 £270
10% offered a daily rate of more than £528 £484 £536
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 3 3 13
Median hourly rate £45.00 £45.00 £42.50
Median hourly rate % change year-on-year
- +5.88%
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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
Top 30 Related IT Skills in Middlesex

For the 6 months to 28 June 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 2 (100.00%) Statistics
1 2 (100.00%) Degree
1 2 (100.00%) Data Mining
1 2 (100.00%) Data Analysis
2 1 (50.00%) Software Engineering
2 1 (50.00%) JavaScript
2 1 (50.00%) Python
2 1 (50.00%) Shell Script
2 1 (50.00%) Agile Software Development
2 1 (50.00%) Computer Science
2 1 (50.00%) Continuous Integration
2 1 (50.00%) Hadoop
2 1 (50.00%) Visualisation
2 1 (50.00%) Apache Hive
2 1 (50.00%) R
2 1 (50.00%) Data Visualisation
2 1 (50.00%) MapReduce
2 1 (50.00%) Big Data
2 1 (50.00%) Statistical Modelling
2 1 (50.00%) Kafka
2 1 (50.00%) Apache Pig
2 1 (50.00%) Elasticsearch
2 1 (50.00%) Performance Monitoring
2 1 (50.00%) StatsD
2 1 (50.00%) logstash
2 1 (50.00%) DevOps
2 1 (50.00%) Kibana
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Apache Spark
2 1 (50.00%) Algorithms

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 1 (50.00%) Apache Pig
1 1 (50.00%) Apache Spark
1 1 (50.00%) Elasticsearch
Database & Business Intelligence
1 2 (100.00%) Data Mining
2 1 (50.00%) Apache Hive
2 1 (50.00%) Big Data
2 1 (50.00%) Hadoop
Job Titles
1 1 (50.00%) Agile Developer
1 1 (50.00%) Data Scientist
1 1 (50.00%) Developer
1 1 (50.00%) DevOps Engineer
1 1 (50.00%) Junior
1 1 (50.00%) Junior Data Scientist
1 1 (50.00%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) ELK Stack
1 1 (50.00%) Kafka
Miscellaneous
1 2 (100.00%) Statistics
2 1 (50.00%) Algorithms
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Computer Science
2 1 (50.00%) Visualisation
Processes & Methodologies
1 2 (100.00%) Data Analysis
2 1 (50.00%) Agile Software Development
2 1 (50.00%) Continuous Delivery
2 1 (50.00%) Continuous Integration
2 1 (50.00%) Data Visualisation
2 1 (50.00%) DevOps
2 1 (50.00%) MapReduce
2 1 (50.00%) Performance Monitoring
2 1 (50.00%) Software Engineering
2 1 (50.00%) Statistical Modelling
Programming Languages
1 1 (50.00%) JavaScript
1 1 (50.00%) Python
1 1 (50.00%) R
1 1 (50.00%) Shell Script
Qualifications
1 2 (100.00%) Degree
Systems Management
1 1 (50.00%) Graphite
1 1 (50.00%) Kibana
1 1 (50.00%) logstash
1 1 (50.00%) StatsD