The table below looks at the statistics for Machine Learning skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Machine Learning over the 3 months to 25 July 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
25 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 341 393 391
Rank change year-on-year
+52 -2
Contract jobs citing Machine Learning 95 39 31
As % of all contract IT jobs located in London 0.43% 0.17% 0.13%
As % of the Processes & Methodologies category 0.50% 0.20% 0.16%
Number of daily rates quoted 68 26 25
Median daily rate £500 £538 £475
Median daily rate % change year-on-year
-6.97% +13.15%
90% offered a daily rate of more than £413 £398 £300
10% offered a daily rate of more than £650 £700 £600
UK excluding London median daily rate £425 £498 £575
% change year-on-year
-14.57% -13.47%
Number of hourly rates quoted 0 2 0
Median hourly rate - £80.00 -
UK excluding London median hourly rate - - -
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 London region.

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
18895 19269 18972
As % of all contract IT jobs located in London 85.31% 81.64% 81.64%
Number of daily rates quoted 13653 13770 13293
Median daily rate £475 £450 £440
Median daily rate % change year-on-year
+5.55% +2.27%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 140 232 231
Median hourly rate £21.78 £21.50 £20.06
Median hourly rate % change year-on-year
+1.30% +7.17%
90% offered a hourly rate of more than £12.50 £13.00 £14.00
10% offered a hourly rate of more than £46.00 £64.25 £53.50
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Machine Learning
Jobs Demand Trend in London

The demand trend of contract jobs across the 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 London

Machine Learning
Daily Rate Trend in London

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

Machine Learning Daily Rate Trend in London

Machine Learning
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Machine Learning across the London region over the 3 months to 25 July 2016.

Machine Learning Daily Rate Histogram in London

Machine Learning
Hourly Rate Trend in London

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

Machine Learning Hourly Rate Trend in London

Machine Learning
Contract Job Locations in London

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 London region over the 3 months to 25 July 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
City of London +43 5 £475 -17.39% 11
Feltham - 1 £475 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 25 July 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 London region with a requirement for Machine Learning.

1 129 (62.62%) Python
2 105 (50.97%) Analytics
3 94 (45.63%) Big Data
4 84 (40.78%) R
5 75 (36.41%) Apache Spark
6 74 (35.92%) Hadoop
7 61 (29.61%) SQL
8 55 (26.70%) Java
8 55 (26.70%) Algorithms
9 52 (25.24%) Visualisation
9 52 (25.24%) Scala
10 49 (23.79%) Data Analytics
11 48 (23.30%) Statistics
11 48 (23.30%) Degree
12 47 (22.82%) Finance
13 44 (21.36%) PhD
14 42 (20.39%) Apache Hive
15 40 (19.42%) Analytical Skills
15 40 (19.42%) Business Intelligence
16 37 (17.96%) Computer Science
17 34 (16.50%) NoSQL
18 33 (16.02%) Software Engineering
19 32 (15.53%) Agile Software Development
20 30 (14.56%) JavaScript
21 28 (13.59%) Data Analysis
22 27 (13.11%) SAS
22 27 (13.11%) DevOps
23 26 (12.62%) Tableau
23 26 (12.62%) Continuous Integration
24 25 (12.14%) Mathematics

Machine Learning
Top Related IT Skills in 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 75 (36.41%) Apache Spark
2 27 (13.11%) SAS
3 18 (8.74%) Apache Pig
4 13 (6.31%) Elasticsearch
5 8 (3.88%) Apache
6 3 (1.46%) nginx
7 1 (0.49%) DNN
7 1 (0.49%) Drupal
7 1 (0.49%) IPython
7 1 (0.49%) Joomla!
7 1 (0.49%) SharePoint
7 1 (0.49%) WordPress
Applications
1 7 (3.40%) SPSS
2 2 (0.97%) CPLEX
2 2 (0.97%) MS Excel
3 1 (0.49%) MS Office
3 1 (0.49%) Stata
Business Applications
1 2 (0.97%) SAP Oil and Gas
Cloud Services
1 22 (10.68%) Microsoft Azure
2 19 (9.22%) Amazon AWS
3 5 (2.43%) Amazon S3
4 4 (1.94%) Cloud Computing
4 4 (1.94%) GitHub
5 3 (1.46%) Amazon EC2
5 3 (1.46%) Heroku
6 2 (0.97%) Amazon CloudWatch
6 2 (0.97%) Amazon EMR
6 2 (0.97%) Google Analytics
6 2 (0.97%) Google Play
6 2 (0.97%) IaaS
7 1 (0.49%) Azure Machine Learning
7 1 (0.49%) Data Lake Analytics
7 1 (0.49%) Google Cloud Platform
7 1 (0.49%) PaaS
7 1 (0.49%) SaaS
Communications & Networking
1 3 (1.46%) DNS
1 3 (1.46%) HTTP
1 3 (1.46%) Wireless
2 2 (0.97%) Internet
2 2 (0.97%) Network Security
3 1 (0.49%) Firewall
3 1 (0.49%) TCP/IP
3 1 (0.49%) VPN
Database & Business Intelligence
1 94 (45.63%) Big Data
2 74 (35.92%) Hadoop
3 42 (20.39%) Apache Hive
4 34 (16.50%) NoSQL
5 25 (12.14%) Data Mining
6 19 (9.22%) QlikView
7 17 (8.25%) Data Warehouse
8 15 (7.28%) MySQL
9 9 (4.37%) MongoDB
9 9 (4.37%) Relational Database
10 8 (3.88%) Spotfire
11 7 (3.40%) PostgreSQL
11 7 (3.40%) SQL Server
12 6 (2.91%) Apache Cassandra
13 5 (2.43%) HBase
13 5 (2.43%) Microsoft Analysis Services
13 5 (2.43%) SQL Server Analysis Services
13 5 (2.43%) Text Mining
14 4 (1.94%) Amazon Redshift
15 3 (1.46%) Redis
Development Applications
1 5 (2.43%) Git (software)
1 5 (2.43%) Jenkins
2 4 (1.94%) Maven
3 3 (1.46%) Ant
3 3 (1.46%) GoCD
3 3 (1.46%) SonarQube
4 2 (0.97%) Grunt
4 2 (0.97%) gulp
4 2 (0.97%) Protractor
4 2 (0.97%) Selenium
4 2 (0.97%) TeamCity
5 1 (0.49%) Axure RP
5 1 (0.49%) Visual Studio
5 1 (0.49%) Visual Studio Tools for Office
General
1 47 (22.82%) Finance
2 23 (11.17%) Marketing
3 21 (10.19%) Banking
4 7 (3.40%) Retail
5 4 (1.94%) Advertising
6 3 (1.46%) Financial Institution
6 3 (1.46%) Retail Banking
6 3 (1.46%) Telecoms
7 2 (0.97%) Electronics
7 2 (0.97%) Games
7 2 (0.97%) Investment Banking
7 2 (0.97%) Manufacturing
7 2 (0.97%) Online Betting
8 1 (0.49%) Back Office
8 1 (0.49%) Front Office
Job Titles
1 74 (35.92%) Data Scientist
2 52 (25.24%) Developer
3 26 (12.62%) Machine Learning Scientist
4 13 (6.31%) Architect
5 12 (5.83%) Big Data Developer
6 11 (5.34%) Python Developer
6 11 (5.34%) Software Engineer
7 10 (4.85%) Consultant
8 8 (3.88%) Analyst
8 8 (3.88%) Data Engineer
8 8 (3.88%) Machine Learning Engineer
9 6 (2.91%) Data Analyst
9 6 (2.91%) DevOps Engineer
9 6 (2.91%) Machine Learning Consultant
9 6 (2.91%) Senior Data Scientist
9 6 (2.91%) SQL Developer
10 5 (2.43%) Big Data Architect
10 5 (2.43%) Data Architect
10 5 (2.43%) Graduate
10 5 (2.43%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (8.74%) Pandas
2 14 (6.80%) Kafka
3 13 (6.31%) .NET
3 13 (6.31%) D3.js
3 13 (6.31%) Django
4 12 (5.83%) HTML
5 11 (5.34%) AngularJS
5 11 (5.34%) Natural Language Processing
6 9 (4.37%) scikit-learn
7 8 (3.88%) ELK Stack
7 8 (3.88%) RESTful
8 6 (2.91%) CSS
8 6 (2.91%) Flask
8 6 (2.91%) MLlib
8 6 (2.91%) REST
8 6 (2.91%) Web Services
9 5 (2.43%) Node.js
9 5 (2.43%) RabbitMQ
10 4 (1.94%) HTML5
10 4 (1.94%) SciPy
Miscellaneous
1 55 (26.70%) Algorithms
2 52 (25.24%) Visualisation
3 48 (23.30%) Statistics
4 40 (19.42%) Analytical Skills
5 37 (17.96%) Computer Science
6 25 (12.14%) Mathematics
7 24 (11.65%) Artificial Intelligence
8 12 (5.83%) Applied Mathematics
9 9 (4.37%) Physics
10 7 (3.40%) Mobile App
10 7 (3.40%) User Experience
11 6 (2.91%) Neural Network
12 5 (2.43%) Credit Risk
12 5 (2.43%) Psychology
13 3 (1.46%) CUDA
13 3 (1.46%) Fintech
14 2 (0.97%) BBC
14 2 (0.97%) Hybrid Cloud
14 2 (0.97%) Management Information System
14 2 (0.97%) Social Media
Operating Systems
1 22 (10.68%) Linux
2 4 (1.94%) Android
2 4 (1.94%) Unix
3 3 (1.46%) Windows
4 2 (0.97%) Red Hat Enterprise Linux
5 1 (0.49%) Apple iOS
Processes & Methodologies
1 105 (50.97%) Analytics
2 49 (23.79%) Data Analytics
3 40 (19.42%) Business Intelligence
4 33 (16.02%) Software Engineering
5 32 (15.53%) Agile Software Development
6 28 (13.59%) Data Analysis
7 27 (13.11%) DevOps
8 26 (12.62%) Continuous Integration
9 22 (10.68%) Open Source
9 22 (10.68%) Predictive Analytics
10 20 (9.71%) Data Visualisation
10 20 (9.71%) Statistical Analysis
11 18 (8.74%) Statistical Modelling
12 17 (8.25%) E-Commerce
13 15 (7.28%) TDD
14 14 (6.80%) Predictive Modelling
15 11 (5.34%) Big Data Analytics
15 11 (5.34%) ETL
15 11 (5.34%) Unit Testing
16 10 (4.85%) HOOD
Programming Languages
1 129 (62.62%) Python
2 84 (40.78%) R
3 61 (29.61%) SQL
4 55 (26.70%) Java
5 52 (25.24%) Scala
6 30 (14.56%) JavaScript
7 20 (9.71%) C++
8 15 (7.28%) C#
9 14 (6.80%) MATLAB
10 8 (3.88%) Ruby
11 7 (3.40%) PHP
12 5 (2.43%) Clojure
12 5 (2.43%) Shell Script
13 4 (1.94%) Haskell
14 2 (0.97%) C
14 2 (0.97%) F#
14 2 (0.97%) Julia
15 1 (0.49%) Perl
15 1 (0.49%) T-SQL
15 1 (0.49%) VBA
Qualifications
1 48 (23.30%) Degree
2 44 (21.36%) PhD
3 3 (1.46%) Security Cleared
4 1 (0.49%) BPSS Clearance
4 1 (0.49%) DBS Check
4 1 (0.49%) Postgraduate
4 1 (0.49%) SC Cleared
Quality Assurance & Compliance
1 2 (0.97%) Data Quality
1 2 (0.97%) Disclosure Scotland
1 2 (0.97%) QA
2 1 (0.49%) WAI
System Software
1 6 (2.91%) Docker
2 4 (1.94%) Apache Flume
3 2 (0.97%) HDFS
4 1 (0.49%) Snort
4 1 (0.49%) Virtual Machines
Systems Management
1 8 (3.88%) Graphite
1 8 (3.88%) Kibana
1 8 (3.88%) logstash
1 8 (3.88%) StatsD
2 7 (3.40%) Opscode Chef
3 5 (2.43%) Kubernetes
3 5 (2.43%) Puppet
4 4 (1.94%) Ansible
4 4 (1.94%) Nagios
5 3 (1.46%) Hadoop YARN
5 3 (1.46%) ZABBIX
6 2 (0.97%) Mesos
7 1 (0.49%) Oozie
7 1 (0.49%) OSSEC
Vendors
1 26 (12.62%) Tableau
2 15 (7.28%) Microsoft
3 10 (4.85%) Google
4 8 (3.88%) IBM
5 6 (2.91%) Teradata
6 5 (2.43%) Cloudera
6 5 (2.43%) Pega
6 5 (2.43%) SAP
7 4 (1.94%) Oracle
8 3 (1.46%) New Relic
9 2 (0.97%) Facebook
9 2 (0.97%) ILOG
9 2 (0.97%) Red Hat
9 2 (0.97%) Twitter
10 1 (0.49%) Adobe
10 1 (0.49%) Apple
10 1 (0.49%) Bloomberg
10 1 (0.49%) Hortonworks
10 1 (0.49%) Salesforce.com
10 1 (0.49%) Splunk
City, London
Venturi
Rate: £400 - £500 per day
Posted: 3 days ago
Central London / West End
Client Server
Rate: £400 - £425 per day
Posted: 6 days ago
London
Client Server
Rate: £400 - £425 per day
Posted: 7 days ago
London
Client Server
Rate: £400 - £425 per day
Posted: 7 days ago