The table below looks at the statistics for Machine Learning skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited Machine Learning over the 3 months to 29 July 2015 with a comparison to the same period in 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.

Location
3 months to
29 Jul 2015
Same period 2014 Same period 2013
Machine Learning
Rank 580 565 519
Rank change year-on-year
-15 -46
Contract jobs citing Machine Learning 15 18 27
As % of all contract IT jobs located in England 0.029% 0.036% 0.058%
As % of the Processes & Methodologies category 0.037% 0.048% 0.077%
Number of daily rates quoted 10 12 25
Average daily rate
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£575 £550 £375
Average daily rate % change year-on-year
+4.54% +46.66%
90% offered a daily rate of more than £500 £300 £260
10% offered a daily rate of more than £650 £599 £665
UK excluding London average daily rate £650 £575 £295
% change year-on-year
+13.04% +94.91%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - - -
Machine Learning
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
40278 37760 34988
As % of all contract IT jobs located in England 77.89% 76.47% 75.21%
Number of daily rates quoted 26689 23812 21696
Average daily rate £422 £410 £413
Average daily rate % change year-on-year
+2.92% -0.60%
90% offered a daily rate of more than £288 £275 £275
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 1067 1098 1032
Average hourly rate £27.50 £25.00 £32.50
Average hourly rate % change year-on-year
+10.00% -23.07%
90% offered a hourly rate of more than £12.50 £12.80 £13.00
10% offered a hourly rate of more than £52.17 £45.00 £50.00
UK excluding London average hourly rate £30.00 £26.98 £31.00
% change year-on-year
+11.21% -12.98%

Machine Learning
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Machine Learning across the England region as a proportion of the total demand within the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in England

Machine Learning
Daily Rate Trend in England

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

Machine Learning Daily Rate Trend in England

Machine Learning
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Machine Learning across the England region over the 3 months to 29 July 2015.

Machine Learning Daily Rate Histogram in England

Machine Learning
Hourly Rate Trend in England

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

Machine Learning Hourly Rate Trend in England

Machine Learning
Contract Job Locations in England

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Machine Learning within the England region over the 3 months to 29 July 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +3 12 £500 -9.09% 22
North West -17 3 £650 +13.04% 1
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 29 July 2015, IT contractor jobs across the England region citing Machine Learning also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Machine Learning.

1 70 (82.35%) Hadoop
2 65 (76.47%) Big Data
3 62 (72.94%) R
4 57 (67.06%) Python
5 51 (60.00%) Oracle
6 48 (56.47%) JavaScript
7 47 (55.29%) Visualisation
8 45 (52.94%) Amazon AWS
8 45 (52.94%) Java
8 45 (52.94%) Data Warehouse
8 45 (52.94%) Tableau
9 44 (51.76%) Teradata
9 44 (51.76%) MongoDB
10 43 (50.59%) Apache Cassandra
10 43 (50.59%) IaaS
10 43 (50.59%) Opscode Chef
10 43 (50.59%) StatsD
11 42 (49.41%) Citrix
12 41 (48.24%) Apigee
12 41 (48.24%) Mashery
13 40 (47.06%) Cloud Computing
14 33 (38.82%) AngularJS
15 32 (37.65%) Twitter Bootstrap
15 32 (37.65%) Node.js
16 31 (36.47%) Agile Software Development
17 27 (31.76%) .NET
18 20 (23.53%) UNIX
19 19 (22.35%) Analytical Skills
20 15 (17.65%) Linux
21 14 (16.47%) SQL

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 29 July 2015, IT contractor jobs across the England region citing Machine Learning also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Machine Learning. Up to 20 skills are shown per category.

Application Platforms
1 32 (37.65%) Node.js
2 8 (9.41%) Apache Pig
2 8 (9.41%) SAS
3 7 (8.24%) Apache Spark
4 5 (5.88%) Elasticsearch
5 3 (3.53%) Apache
Applications
1 1 (1.18%) SPSS
1 1 (1.18%) Simulink
1 1 (1.18%) Stateflow
1 1 (1.18%) Weka
Cloud Services
1 45 (52.94%) Amazon AWS
2 43 (50.59%) IaaS
3 40 (47.06%) Cloud Computing
Communications & Networking
1 8 (9.41%) Internet
2 1 (1.18%) SNA
Database & Business Intelligence
1 70 (82.35%) Hadoop
2 65 (76.47%) Big Data
3 45 (52.94%) Data Warehouse
4 44 (51.76%) MongoDB
5 43 (50.59%) Apache Cassandra
6 14 (16.47%) Apache Hive
7 8 (9.41%) MySQL
7 8 (9.41%) HBase
8 7 (8.24%) Data Mining
9 5 (5.88%) RDBMS
9 5 (5.88%) PostgreSQL
9 5 (5.88%) NoSQL
9 5 (5.88%) Relational Database
10 3 (3.53%) Text Mining
10 3 (3.53%) BusinessObjects
11 1 (1.18%) Pentaho
11 1 (1.18%) CouchDB
11 1 (1.18%) Mahout
11 1 (1.18%) Sqoop
11 1 (1.18%) Impala
Development Applications
1 7 (8.24%) Eclipse
1 7 (8.24%) NetBeans
2 2 (2.35%) Subversion
2 2 (2.35%) Jenkins
General
1 11 (12.94%) Finance
2 6 (7.06%) Banking
2 6 (7.06%) Investment Banking
3 5 (5.88%) Manufacturing
4 2 (2.35%) Pharmaceutical
4 2 (2.35%) Retail
4 2 (2.35%) Telecoms
5 1 (1.18%) Marketing
5 1 (1.18%) Front Office
Job Titles
1 36 (42.35%) Architect
2 32 (37.65%) Technical Architect
3 24 (28.24%) Digital Architect
4 22 (25.88%) Digital Technical Architect
5 21 (24.71%) Data Scientist
6 15 (17.65%) Senior Architect
7 14 (16.47%) Senior Technical Architect
8 10 (11.76%) Developer
8 10 (11.76%) Senior Digital Architect
9 9 (10.59%) Senior Digital Technical Architect
10 7 (8.24%) Consultant
11 6 (7.06%) Software Developer
11 6 (7.06%) Data Consultant
12 5 (5.88%) Big Data Consultant
13 2 (2.35%) Scala Developer
13 2 (2.35%) Head of Data Management
13 2 (2.35%) Software Engineer
13 2 (2.35%) Technical Leader
13 2 (2.35%) Java Developer
14 1 (1.18%) Technical Specialist
Libraries, Frameworks & Software Standards
1 33 (38.82%) AngularJS
2 32 (37.65%) Twitter Bootstrap
3 27 (31.76%) .NET
4 7 (8.24%) Swing
4 7 (8.24%) JavaFX
5 6 (7.06%) .NET Framework
6 5 (5.88%) JFace
6 5 (5.88%) JFreeChart
7 3 (3.53%) Pandas
7 3 (3.53%) NumPy
7 3 (3.53%) Matplotlib
8 2 (2.35%) HTML
8 2 (2.35%) XML
9 1 (1.18%) DOM
9 1 (1.18%) CSS
9 1 (1.18%) SAX
9 1 (1.18%) Lucene
9 1 (1.18%) D3.js
9 1 (1.18%) Boost C++ Libraries
9 1 (1.18%) HTML5
Miscellaneous
1 47 (55.29%) Visualisation
2 19 (22.35%) Analytical Skills
3 12 (14.12%) Statistics
4 10 (11.76%) Computer Science
5 9 (10.59%) User Experience
6 8 (9.41%) Mathematics
7 7 (8.24%) Credit Risk
7 7 (8.24%) Algorithms
8 6 (7.06%) Physics
9 5 (5.88%) Chemistry
9 5 (5.88%) Life Science
10 2 (2.35%) Artificial Intelligence
10 2 (2.35%) Neural Network
10 2 (2.35%) Hedge funds
11 1 (1.18%) Foreign Exchange (FX)
11 1 (1.18%) Reference Data
11 1 (1.18%) Data Integration
11 1 (1.18%) Field-Programmable Gate Array
11 1 (1.18%) Applied Mathematics
11 1 (1.18%) Social Network
Operating Systems
1 20 (23.53%) UNIX
2 15 (17.65%) Linux
Processes & Methodologies
1 31 (36.47%) Agile Software Development
2 13 (15.29%) Analytics
3 12 (14.12%) Data Analysis
4 9 (10.59%) MapReduce
5 8 (9.41%) Web Accessibility
5 8 (9.41%) Logistic Regression
5 8 (9.41%) Mentoring
6 7 (8.24%) OO
7 6 (7.06%) Statistical Modelling
8 5 (5.88%) Continuous Integration
8 5 (5.88%) Statistical Analysis
8 5 (5.88%) OOP
8 5 (5.88%) Functional Programming
8 5 (5.88%) Knowledge Discovery
9 4 (4.71%) Cluster Analysis
10 3 (3.53%) CRM
10 3 (3.53%) Data Architecture
10 3 (3.53%) Predictive Modelling
10 3 (3.53%) Regression Analysis
10 3 (3.53%) Deep Learning
Programming Languages
1 62 (72.94%) R
2 57 (67.06%) Python
3 48 (56.47%) JavaScript
4 45 (52.94%) Java
5 14 (16.47%) SQL
5 14 (16.47%) C++
6 7 (8.24%) Groovy
7 6 (7.06%) MATLAB
8 4 (4.71%) Scala
9 3 (3.53%) Bash Shell
9 3 (3.53%) C
10 2 (2.35%) Ruby
10 2 (2.35%) Shell Script
10 2 (2.35%) Clojure
11 1 (1.18%) Spark SQL
Qualifications
1 14 (16.47%) PhD
2 2 (2.35%) Security Cleared
3 1 (1.18%) SC Cleared
Quality Assurance & Compliance
1 1 (1.18%) QA
System Software
1 6 (7.06%) HDFS
2 1 (1.18%) Apache Flume
Systems Management
1 43 (50.59%) Opscode Chef
1 43 (50.59%) StatsD
2 2 (2.35%) Graphite
3 1 (1.18%) Oozie
Vendors
1 51 (60.00%) Oracle
2 45 (52.94%) Tableau
3 44 (51.76%) Teradata
4 42 (49.41%) Citrix
5 41 (48.24%) Apigee
5 41 (48.24%) Mashery
6 11 (12.94%) Cloudera
7 2 (2.35%) Splunk
7 2 (2.35%) SAP
8 1 (1.18%) IBM
8 1 (1.18%) Informatica
8 1 (1.18%) TIBCO
8 1 (1.18%) Palantir
Central London / West End
Incopro Ltd.
Rate: Permanent position available. Salary based on experience and skill
Posted: 23 days ago