The table below looks at the statistics for Machine Learning skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Machine Learning over the 3 months to 20 February 2017 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
20 Feb 2017
Same period 2016 Same period 2015
Machine Learning
London / City of London
Rank 121 144 184
Rank change year-on-year
+23 +40
Contract jobs citing Machine Learning 29 6 10
As % of all contract IT jobs located in the City of London 0.98% 0.19% 0.19%
As % of the Processes & Methodologies category 1.16% 0.22% 0.23%
Number of daily rates quoted 19 5 9
Median daily rate £563 £600 £500
Median daily rate % change year-on-year
-6.25% +20.00%
90% offered a daily rate of more than £440 £365 £450
10% offered a daily rate of more than £653 £600 £685
UK excluding London median daily rate £570 £610 £330
% change year-on-year
-6.55% +84.84%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £37.50 -
% change year-on-year
+46.66% -

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

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2505 2719 4290
As % of all contract IT jobs located in the City of London 84.54% 86.65% 82.74%
Number of daily rates quoted 1979 2157 3349
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £350 £325 £313
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 14 30 33
Median hourly rate £21.75 £22.00 £23.50
Median hourly rate % change year-on-year
-1.13% -6.38%
90% offered a hourly rate of more than £13.50 £13.00 £13.55
10% offered a hourly rate of more than £80.00 £53.00 £45.50
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

Machine Learning
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London 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 City of London

Machine Learning
Daily Rate Trend in the City of London

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

Machine Learning Daily Rate Trend in the City of London

Machine Learning
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Machine Learning across the City of London region over the 3 months to 20 February 2017.

Machine Learning Daily Rate Histogram in the City of London

Machine Learning
Top 30 Related IT Skills in the City of London

For the 6 months to 20 February 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 City of London region with a requirement for Machine Learning.

1 32 (55.17%) Python
2 29 (50.00%) Big Data
2 29 (50.00%) Apache Spark
3 28 (48.28%) Hadoop
4 19 (32.76%) Algorithms
5 18 (31.03%) Analytics
5 18 (31.03%) R
5 18 (31.03%) Computer Science
5 18 (31.03%) Java
6 16 (27.59%) SQL
6 16 (27.59%) Scala
7 13 (22.41%) Statistics
8 11 (18.97%) Apache Hive
9 10 (17.24%) Amazon AWS
9 10 (17.24%) Mathematics
9 10 (17.24%) Marketing
9 10 (17.24%) Degree
9 10 (17.24%) Finance
9 10 (17.24%) Agile Software Development
9 10 (17.24%) Analytical Skills
10 8 (13.79%) Natural Language Processing
10 8 (13.79%) PhD
11 7 (12.07%) Artificial Intelligence
11 7 (12.07%) Django
11 7 (12.07%) MapReduce
11 7 (12.07%) Kafka
11 7 (12.07%) DevOps
12 6 (10.34%) Anomaly Detection
12 6 (10.34%) Elasticsearch
12 6 (10.34%) Digital Marketing

Machine Learning
Top Related IT Skills in the City of London 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 29 (50.00%) Apache Spark
2 6 (10.34%) Elasticsearch
3 5 (8.62%) Apache Pig
4 3 (5.17%) nginx
5 2 (3.45%) Apache
5 2 (3.45%) Apache Solr
6 1 (1.72%) Facebook Platform
6 1 (1.72%) IPython
6 1 (1.72%) Jupyter
6 1 (1.72%) Tornado
Applications
1 3 (5.17%) SPSS
2 2 (3.45%) Weka
3 1 (1.72%) MS Excel
Business Applications
1 4 (6.90%) SAP Oil and Gas
Cloud Services
1 10 (17.24%) Amazon AWS
2 3 (5.17%) Amazon EMR
2 3 (5.17%) Microsoft Azure
3 2 (3.45%) Amazon Kinesis
4 1 (1.72%) Amazon EC2
4 1 (1.72%) Amazon ElastiCache
4 1 (1.72%) Amazon S3
4 1 (1.72%) Azure Machine Learning
4 1 (1.72%) Data Lake Analytics
4 1 (1.72%) GitHub
4 1 (1.72%) Route 53
4 1 (1.72%) SaaS
Communications & Networking
1 1 (1.72%) DNS
1 1 (1.72%) HTTP
1 1 (1.72%) Internet
1 1 (1.72%) SSL
1 1 (1.72%) TCP/IP
Database & Business Intelligence
1 29 (50.00%) Big Data
2 28 (48.28%) Hadoop
3 11 (18.97%) Apache Hive
4 6 (10.34%) NoSQL
5 5 (8.62%) Apache Cassandra
5 5 (8.62%) Data Lake
5 5 (8.62%) MongoDB
6 4 (6.90%) Data Mining
6 4 (6.90%) HBase
6 4 (6.90%) Sqoop
7 3 (5.17%) Data Warehouse
7 3 (5.17%) Presto
7 3 (5.17%) QlikView
7 3 (5.17%) Relational Database
7 3 (5.17%) Text Mining
8 2 (3.45%) Amazon DynamoDB
8 2 (3.45%) Amazon Redshift
8 2 (3.45%) GIS
8 2 (3.45%) Neo4j
8 2 (3.45%) PostgreSQL
Development Applications
1 3 (5.17%) Git (software)
2 1 (1.72%) Axure RP
2 1 (1.72%) Bitbucket
2 1 (1.72%) GoCD
2 1 (1.72%) Jenkins
2 1 (1.72%) JUnit
2 1 (1.72%) Subversion
2 1 (1.72%) Team Foundation Server
2 1 (1.72%) TeamCity
2 1 (1.72%) Vagrant
General
1 10 (17.24%) Finance
1 10 (17.24%) Marketing
2 5 (8.62%) Retail
2 5 (8.62%) Telecoms
3 4 (6.90%) Banking
3 4 (6.90%) Electronics
3 4 (6.90%) Manufacturing
4 2 (3.45%) Games
5 1 (1.72%) Multimedia
5 1 (1.72%) Polish Language
Job Titles
1 19 (32.76%) Data Scientist
2 13 (22.41%) Developer
3 10 (17.24%) Data Engineer
4 8 (13.79%) Architect
5 7 (12.07%) Data Architect
6 5 (8.62%) Big Data Architect
6 5 (8.62%) Machine Learning Scientist
6 5 (8.62%) Python Developer
7 4 (6.90%) Senior Data Engineer
8 3 (5.17%) AWS Architect
8 3 (5.17%) Big Data Developer
8 3 (5.17%) Big Data Engineer
8 3 (5.17%) Hadoop Architect
9 2 (3.45%) Consultant
9 2 (3.45%) Machine Learning Developer
9 2 (3.45%) Machine Learning Engineer
9 2 (3.45%) Scala Developer
10 1 (1.72%) Games Developer
10 1 (1.72%) Junior
10 1 (1.72%) Software Developer
Libraries, Frameworks & Software Standards
1 8 (13.79%) Natural Language Processing
2 7 (12.07%) Django
2 7 (12.07%) Kafka
3 6 (10.34%) Web Services
4 5 (8.62%) Flask
5 4 (6.90%) HTML
5 4 (6.90%) Pandas
5 4 (6.90%) scikit-learn
5 4 (6.90%) TensorFlow
6 3 (5.17%) D3.js
7 2 (3.45%) .NET
7 2 (3.45%) Akka
7 2 (3.45%) MLlib
7 2 (3.45%) NumPy
7 2 (3.45%) RabbitMQ
7 2 (3.45%) RESTful
7 2 (3.45%) Torch
8 1 (1.72%) HTML5
8 1 (1.72%) JSON
8 1 (1.72%) Velocity
Miscellaneous
1 19 (32.76%) Algorithms
2 18 (31.03%) Computer Science
3 10 (17.24%) Analytical Skills
4 3 (5.17%) Fintech
5 2 (3.45%) Enterprise Software
5 2 (3.45%) Social Media
5 2 (3.45%) User Experience
6 1 (1.72%) Animation
6 1 (1.72%) Data Centre
6 1 (1.72%) Motion Graphics
6 1 (1.72%) Social Gaming
6 1 (1.72%) Social Network
Operating Systems
1 2 (3.45%) Linux
1 2 (3.45%) Unix
Processes & Methodologies
1 18 (31.03%) Analytics
2 13 (22.41%) Statistics
3 10 (17.24%) Agile Software Development
3 10 (17.24%) Mathematics
4 7 (12.07%) Artificial Intelligence
4 7 (12.07%) DevOps
4 7 (12.07%) MapReduce
5 6 (10.34%) Anomaly Detection
5 6 (10.34%) Business Intelligence
5 6 (10.34%) Digital Marketing
6 5 (8.62%) Data Transformation
6 5 (8.62%) Neural Network
6 5 (8.62%) Predictive Analytics
6 5 (8.62%) Visualisation
7 4 (6.90%) Continuous Integration
7 4 (6.90%) Data Analysis
7 4 (6.90%) Data Modelling
7 4 (6.90%) Data Visualisation
7 4 (6.90%) Deep Learning
7 4 (6.90%) E-Commerce
Programming Languages
1 32 (55.17%) Python
2 18 (31.03%) Java
2 18 (31.03%) R
3 16 (27.59%) Scala
3 16 (27.59%) SQL
4 4 (6.90%) C++
4 4 (6.90%) JavaScript
4 4 (6.90%) MATLAB
5 1 (1.72%) Bash Shell
5 1 (1.72%) C
5 1 (1.72%) C#
5 1 (1.72%) Erlang
5 1 (1.72%) Go
5 1 (1.72%) HiveQL
5 1 (1.72%) Lisp
5 1 (1.72%) Perl
5 1 (1.72%) Pig Latin
5 1 (1.72%) Prolog
5 1 (1.72%) Ruby
Qualifications
1 10 (17.24%) Degree
2 8 (13.79%) PhD
3 1 (1.72%) Postgraduate
Quality Assurance & Compliance
1 1 (1.72%) QA
System Software
1 4 (6.90%) Apache Flume
2 2 (3.45%) Docker
2 2 (3.45%) HDFS
3 1 (1.72%) Apache ZooKeeper
3 1 (1.72%) Snort
Systems Management
1 3 (5.17%) Hadoop YARN
2 1 (1.72%) Ansible
2 1 (1.72%) Kubernetes
2 1 (1.72%) Nagios
2 1 (1.72%) Oozie
2 1 (1.72%) Opscode Chef
2 1 (1.72%) OSSEC
2 1 (1.72%) Puppet
Vendors
1 4 (6.90%) SAP
2 3 (5.17%) Tableau
3 2 (3.45%) Atlassian
3 2 (3.45%) Hortonworks
3 2 (3.45%) Microsoft
4 1 (1.72%) Alteryx
4 1 (1.72%) Apple
4 1 (1.72%) Cloudera
4 1 (1.72%) Facebook
4 1 (1.72%) Google
4 1 (1.72%) MapR
4 1 (1.72%) RapidMiner
4 1 (1.72%) Teradata
4 1 (1.72%) Twitter
City, London
Lawrence Harvey Enterprise
Rate: £600.00 - £800.00 per day
Posted: 3 days ago