The first table below looks at the demand for Machine Learning skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 10 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the London region.

Location
3 months to
10 Jul 2014
Same period 2013 Same period 2012
Machine Learning
Rank 523 558 545
Rank change year-on-year
+35 -13
Permanent jobs citing Machine Learning 124 46 86
As % of all permanent IT jobs located in London 0.26% 0.10% 0.17%
As % of the Processes & Methodologies category 0.31% 0.13% 0.21%
Number of salaries quoted 112 33 82
Average salary £57,500 £60,000 £55,000
Average salary % change year-on-year
-4.16% +9.09%
90% offered a salary of more than £42,500 £40,000 £40,000
10% offered a salary of more than £72,500 £76,750 £75,000
UK excluding London average salary £37,500 £47,500 £32,500
% change year-on-year
-21.05% +46.15%
Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
39868 35953 40955
As % of all permanent IT jobs located in London 82.58% 81.40% 79.26%
Number of salaries quoted 33105 29823 35514
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
Machine Learning
England

Machine Learning
Jobs Demand Trend in London

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

Machine Learning Jobs Demand Trend in London

Machine Learning
Salary Trend in London

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

Machine Learning Salary Trend in London

Machine Learning
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Machine Learning across the London region over the 3 months to 10 July 2014.

Machine Learning Salary Histogram in London

Machine Learning
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the London region over the 3 months to 10 July 2014. 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
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -10 16 £70,000 +12.00% 7
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 10 July 2014, IT jobs across the London 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 IT job ads sampled that cited Machine Learning.

1 197 (67.24%) Java
2 150 (51.19%) Big Data
3 140 (47.78%) Computer Science
4 138 (47.10%) Python
5 128 (43.69%) Hadoop
6 104 (35.49%) Software Engineering
7 97 (33.11%) Mathematics
8 95 (32.42%) Degree
9 88 (30.03%) R
10 84 (28.67%) Analytics
11 77 (26.28%) Natural Language Processing
12 76 (25.94%) PhD
13 75 (25.60%) Statistics
14 73 (24.91%) Scala
14 73 (24.91%) C++
15 70 (23.89%) Artificial Intelligence
16 65 (22.18%) Data Mining
16 65 (22.18%) NoSQL
17 63 (21.50%) MapReduce
18 60 (20.48%) SQL
19 57 (19.45%) Apache Hive
20 55 (18.77%) OO
21 51 (17.41%) C#
22 46 (15.70%) Finance
23 43 (14.68%) TDD
24 41 (13.99%) Agile Software Development
25 39 (13.31%) Android
26 38 (12.97%) Apache Cassandra
27 37 (12.63%) Clojure
27 37 (12.63%) JavaScript

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 10 July 2014, IT jobs across the London 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 IT job ads sampled that cited Machine Learning. Up to 20 skills are shown per category.

Application Platforms
1 23 (7.85%) Apache Pig
2 13 (4.44%) SAS
3 10 (3.41%) Elasticsearch
4 8 (2.73%) Node.js
5 7 (2.39%) Tornado
6 5 (1.71%) Zope
6 5 (1.71%) Plone
7 2 (0.68%) Apache Solr
8 1 (0.34%) Confluence
Applications
1 15 (5.12%) SPSS
2 10 (3.41%) Spreadsheet
3 7 (2.39%) Stata
4 5 (1.71%) S-PLUS
5 4 (1.37%) Mathematica
5 4 (1.37%) CPLEX
5 4 (1.37%) Weka
Business Applications
1 1 (0.34%) Google Analytics
Cloud Services
1 1 (0.34%) Cloud Computing
1 1 (0.34%) Amazon AWS
Communications & Networking
1 11 (3.75%) HTTP
2 9 (3.07%) Internet
3 5 (1.71%) DAB
4 3 (1.02%) Wireless
Database & Business Intelligence
1 150 (51.19%) Big Data
2 128 (43.69%) Hadoop
3 65 (22.18%) NoSQL
3 65 (22.18%) Data Mining
4 57 (19.45%) Apache Hive
5 38 (12.97%) Apache Cassandra
6 31 (10.58%) Mahout
7 25 (8.53%) MongoDB
8 20 (6.83%) MySQL
9 16 (5.46%) HBase
10 13 (4.44%) Text Mining
11 12 (4.10%) Relational Database
12 10 (3.41%) Redis
13 9 (3.07%) Sybase ASE
13 9 (3.07%) Sybase IQ
14 8 (2.73%) RDBMS
15 3 (1.02%) PostgreSQL
15 3 (1.02%) Data Warehouse
16 1 (0.34%) OLAP
16 1 (0.34%) Amazon DynamoDB
Development Applications
1 12 (4.10%) Git (software)
2 3 (1.02%) Subversion
3 2 (0.68%) JIRA
3 2 (0.68%) Selenium
4 1 (0.34%) Maven
4 1 (0.34%) Jenkins
General
1 46 (15.70%) Finance
2 22 (7.51%) Games
3 19 (6.48%) Marketing
4 18 (6.14%) Front Office
5 11 (3.75%) Advertising
6 9 (3.07%) Banking
7 7 (2.39%) Retail
8 5 (1.71%) Telecoms
9 2 (0.68%) French Language
9 2 (0.68%) German Language
Job Titles
1 148 (50.51%) Developer
2 87 (29.69%) Data Scientist
3 65 (22.18%) Java Developer
4 32 (10.92%) Programmer
5 19 (6.48%) Java Programmer
5 19 (6.48%) Python Developer
6 18 (6.14%) C++ Developer
7 12 (4.10%) Software Engineer
8 11 (3.75%) Senior Developer
8 11 (3.75%) iOS Developer
9 10 (3.41%) Android Developer
9 10 (3.41%) Big Data Developer
9 10 (3.41%) Hadoop Developer
9 10 (3.41%) Junior
10 7 (2.39%) Graduate
10 7 (2.39%) C# Developer
10 7 (2.39%) Java Software Engineer
10 7 (2.39%) Statistician
11 6 (2.05%) PHP Developer
11 6 (2.05%) Architect
Libraries, Frameworks & Software Standards
1 77 (26.28%) Natural Language Processing
2 63 (21.50%) MapReduce
3 29 (9.90%) HTML
4 20 (6.83%) RESTful
5 15 (5.12%) Boost C++ Libraries
5 15 (5.12%) HTML5
5 15 (5.12%) CSS
5 15 (5.12%) STL
5 15 (5.12%) Web Services
6 12 (4.10%) Django
7 11 (3.75%) SciPy
7 11 (3.75%) NumPy
8 10 (3.41%) iOS SDK
9 9 (3.07%) RabbitMQ
10 7 (2.39%) J2SE
11 6 (2.05%) JMS
11 6 (2.05%) LAMP
12 5 (1.71%) CSS3
12 5 (1.71%) Flask
13 4 (1.37%) Kafka
Miscellaneous
1 140 (47.78%) Computer Science
2 97 (33.11%) Mathematics
3 75 (25.60%) Statistics
4 70 (23.89%) Artificial Intelligence
5 36 (12.29%) Physics
6 29 (9.90%) Smartphone
7 20 (6.83%) Social Media
8 17 (5.80%) Mobile App
8 17 (5.80%) Neural Network
9 12 (4.10%) Visualisation
10 11 (3.75%) Clustering
11 10 (3.41%) Psychology
11 10 (3.41%) iPhone
12 9 (3.07%) Reference Data
12 9 (3.07%) Equities
13 7 (2.39%) Derivative
14 6 (2.05%) Open Source
15 4 (1.37%) Chemistry
15 4 (1.37%) Informatics
15 4 (1.37%) Applied Mathematics
Operating Systems
1 39 (13.31%) Android
2 22 (7.51%) Linux
3 18 (6.14%) Apple iOS
4 12 (4.10%) Windows
5 7 (2.39%) UNIX
5 7 (2.39%) Ubuntu
6 5 (1.71%) CentOS
6 5 (1.71%) Mac OS X
7 2 (0.68%) Embedded Linux
8 1 (0.34%) VMS
Processes & Methodologies
1 104 (35.49%) Software Engineering
2 84 (28.67%) Analytics
3 55 (18.77%) OO
4 43 (14.68%) TDD
5 41 (13.99%) Agile Software Development
6 26 (8.87%) Statistical Analysis
7 24 (8.19%) Multithreading
8 21 (7.17%) Data Analysis
9 18 (6.14%) Predictive Modelling
10 17 (5.80%) Big Data Analytics
10 17 (5.80%) Android Development
10 17 (5.80%) OOP
11 16 (5.46%) Data Modelling
12 15 (5.12%) Pair Programming
13 13 (4.44%) Logistic Regression
14 12 (4.10%) iOS Development
15 11 (3.75%) Deep Learning
15 11 (3.75%) Performance Monitoring
15 11 (3.75%) Risk Analysis
16 10 (3.41%) Statistical Modelling
Programming Languages
1 197 (67.24%) Java
2 138 (47.10%) Python
3 88 (30.03%) R
4 73 (24.91%) Scala
4 73 (24.91%) C++
5 60 (20.48%) SQL
6 51 (17.41%) C#
7 37 (12.63%) JavaScript
7 37 (12.63%) MATLAB
7 37 (12.63%) Clojure
8 21 (7.17%) Ruby
9 19 (6.48%) Perl
10 15 (5.12%) Erlang
11 14 (4.78%) PHP
12 9 (3.07%) RPG
13 7 (2.39%) Bash Shell
14 4 (1.37%) C
15 2 (0.68%) Lua
15 2 (0.68%) Haskell
16 1 (0.34%) Objective-C
Qualifications
1 95 (32.42%) Degree
2 76 (25.94%) PhD
Quality Assurance & Compliance
1 3 (1.02%) QA
Systems Management
1 10 (3.41%) Puppet
2 7 (2.39%) Opscode Chef
3 5 (1.71%) Oozie
3 5 (1.71%) Nagios
3 5 (1.71%) Ganglia
Vendors
1 15 (5.12%) Google
2 14 (4.78%) Facebook
3 9 (3.07%) ParAccel
3 9 (3.07%) Sybase
3 9 (3.07%) Reuters
3 9 (3.07%) Bloomberg
4 5 (1.71%) Sun
5 1 (0.34%) Apple
5 1 (0.34%) Omniture
5 1 (0.34%) Rackspace
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 2 hours ago
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: 3 hours ago
West London
SEC Recruitment Limited
Salary: £50000 - £60000 per annum + Flexible Benefits, Pension
Posted: 23 hours ago
London
Burns Sheehan
Salary: £60000 - £65000 per annum + Bonus + Benefits
Posted: Yesterday
London
Oliver Bernard
Salary: From £60,000 to £80,000 per annum
Posted: 2 days ago
South East London
Client Server
Salary: £50k to £65k + share options + benefits
Posted: 2 days ago
London
Client Server
Salary: £40k to £50k + share options + benefits
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £31000 - £60000 per annum + bonus, benefits, healthcare
Posted: 2 days ago
London
The People Network
Salary: £65000 - £75000 per annum + 10% Bonus, Medical
Posted: 2 days ago
London
Arrows Group
Salary: £40000.00 - £55000 per annum + Benefits
Posted: 3 days ago
City, London
Miller Maxwell Ltd
Salary: From £50,000 to £60,000 per annum Bonus + Benefits Package
Posted: 3 days ago
City, London
Harnham
Salary: £50000 - £85000 per annum + Bonus, Pension
Posted: 4 days ago
City, London
Harnham
Salary: £80000 - £100000 per annum
Posted: 4 days ago
City, London
Capita Resourcing - IT Resourcing
Salary: £80000 - £82000 per annum + Benifits Package
Posted: 6 days ago
Central London / West End
Client Server
Salary: £50k to £55k + bonus + share options
Posted: 6 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 7 days ago