The table below looks at the statistics 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 2 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Oct 2014
Same period 2013 Same period 2012
Machine Learning
Rank 481 461 583
Rank change year-on-year
-20 +122
Permanent jobs citing Machine Learning 149 150 48
As % of all permanent IT jobs located in London 0.33% 0.34% 0.098%
As % of the Processes & Methodologies category 0.39% 0.40% 0.12%
Number of salaries quoted 124 137 47
Average salary £61,250 £65,000 £65,000
Average salary % change year-on-year
-5.76% -
90% offered a salary of more than £40,000 £45,000 £40,900
10% offered a salary of more than £76,750 £80,000 £85,000
UK excluding London average salary £40,000 £45,000 £37,500
% change year-on-year
-11.11% +20.00%
Machine Learning
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
38179 37149 39888
As % of all permanent IT jobs located in London 83.54% 83.58% 81.49%
Number of salaries quoted 31403 30840 34076
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £37,500 £36,700 £35,000
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 2 October 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 2 October 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 +20 37 £68,000 +8.80% 7
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 2 October 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.

1 168 (62.69%) Java
2 145 (54.10%) Algorithms
3 142 (52.99%) Big Data
4 128 (47.76%) Computer Science
5 118 (44.03%) Python
6 112 (41.79%) Hadoop
7 104 (38.81%) Analytics
8 85 (31.72%) Finance
9 83 (30.97%) C++
10 81 (30.22%) Degree
11 78 (29.10%) Software Engineering
12 75 (27.99%) SQL
13 74 (27.61%) Mathematics
14 72 (26.87%) Data Mining
15 69 (25.75%) Agile Software Development
16 67 (25.00%) PhD
17 63 (23.51%) Statistics
18 62 (23.13%) R
19 58 (21.64%) Artificial Intelligence
20 54 (20.15%) NoSQL
21 49 (18.28%) Analytical Skills
22 45 (16.79%) C#
23 44 (16.42%) MapReduce
24 43 (16.04%) Natural Language Processing
25 42 (15.67%) Scala
26 40 (14.93%) Multithreading
26 40 (14.93%) Bayesian Methods
27 39 (14.55%) OO
28 38 (14.18%) MATLAB
29 37 (13.81%) Data Structures

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 2 October 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 24 (8.96%) SAS
1 24 (8.96%) Apache Spark
2 19 (7.09%) Apache Pig
3 4 (1.49%) Elasticsearch
4 3 (1.12%) Node.js
5 1 (0.37%) NServiceBus
5 1 (0.37%) Tornado
5 1 (0.37%) Zope
5 1 (0.37%) Plone
5 1 (0.37%) Confluence
Applications
1 25 (9.33%) SPSS
2 12 (4.48%) Spreadsheet
3 10 (3.73%) CPLEX
4 6 (2.24%) Stata
5 5 (1.87%) Weka
6 4 (1.49%) S-PLUS
7 3 (1.12%) Mathematica
Business Applications
1 1 (0.37%) Google Analytics
Cloud Services
1 2 (0.75%) Amazon AWS
2 1 (0.37%) GitHub
2 1 (0.37%) Amazon EC2
Communications & Networking
1 9 (3.36%) Wireless
2 5 (1.87%) 2G
2 5 (1.87%) 4G
2 5 (1.87%) HTTP
2 5 (1.87%) 3G
3 4 (1.49%) Internet
3 4 (1.49%) Radio Access Network
Database & Business Intelligence
1 142 (52.99%) Big Data
2 112 (41.79%) Hadoop
3 72 (26.87%) Data Mining
4 54 (20.15%) NoSQL
5 34 (12.69%) Apache Hive
6 25 (9.33%) Apache Cassandra
7 21 (7.84%) Mahout
8 19 (7.09%) HBase
8 19 (7.09%) Relational Database
9 16 (5.97%) MongoDB
10 9 (3.36%) MySQL
10 9 (3.36%) Sybase IQ
10 9 (3.36%) Text Mining
10 9 (3.36%) Sybase ASE
11 7 (2.61%) QlikView
11 7 (2.61%) Redis
12 3 (1.12%) Data Warehouse
13 2 (0.75%) RDBMS
13 2 (0.75%) PostgreSQL
14 1 (0.37%) Amazon DynamoDB
Development Applications
1 19 (7.09%) Git (software)
2 2 (0.75%) Subversion
2 2 (0.75%) JIRA
2 2 (0.75%) Selenium
3 1 (0.37%) Maven
3 1 (0.37%) GCC
3 1 (0.37%) Jenkins
3 1 (0.37%) Appium
3 1 (0.37%) Ant
General
1 85 (31.72%) Finance
2 27 (10.07%) Front Office
3 24 (8.96%) Banking
4 18 (6.72%) Marketing
5 10 (3.73%) Telecoms
5 10 (3.73%) Retail
5 10 (3.73%) Advertising
6 9 (3.36%) Games
7 8 (2.99%) Military
8 2 (0.75%) French Language
8 2 (0.75%) German Language
8 2 (0.75%) Pharmaceutical
9 1 (0.37%) Multimedia
9 1 (0.37%) Investment Banking
Job Titles
1 125 (46.64%) Developer
2 83 (30.97%) Data Scientist
3 42 (15.67%) Java Developer
4 33 (12.31%) C++ Developer
5 17 (6.34%) Front Office Developer
6 11 (4.10%) Python Developer
7 9 (3.36%) Senior Developer
7 9 (3.36%) C# Developer
8 8 (2.99%) Data Analyst
8 8 (2.99%) Technical Leader
8 8 (2.99%) Programmer
8 8 (2.99%) Analyst
9 7 (2.61%) Software Developer
10 6 (2.24%) Software Engineer
11 5 (1.87%) Java Programmer
11 5 (1.87%) Big Data Developer
12 4 (1.49%) Big Data Consultant
12 4 (1.49%) Big Data Architect
12 4 (1.49%) Python/Django Developer
12 4 (1.49%) Data Consultant
Libraries, Frameworks & Software Standards
1 43 (16.04%) Natural Language Processing
2 23 (8.58%) Boost C++ Libraries
2 23 (8.58%) STL
3 13 (4.85%) Web Services
3 13 (4.85%) HTML
3 13 (4.85%) RESTful
4 10 (3.73%) Django
5 8 (2.99%) J2SE
5 8 (2.99%) HTML5
5 8 (2.99%) Guava
6 7 (2.61%) RabbitMQ
6 7 (2.61%) Flash
7 6 (2.24%) JMS
7 6 (2.24%) SciPy
7 6 (2.24%) NumPy
7 6 (2.24%) Cascading
8 5 (1.87%) CSS
8 5 (1.87%) jQuery
8 5 (1.87%) .NET
9 4 (1.49%) Kafka
Miscellaneous
1 145 (54.10%) Algorithms
2 128 (47.76%) Computer Science
3 74 (27.61%) Mathematics
4 63 (23.51%) Statistics
5 58 (21.64%) Artificial Intelligence
6 49 (18.28%) Analytical Skills
7 37 (13.81%) Data Structures
8 26 (9.70%) Neural Network
8 26 (9.70%) Visualisation
9 24 (8.96%) Social Media
9 24 (8.96%) Physics
10 22 (8.21%) Clustering
11 17 (6.34%) Smartphone
12 10 (3.73%) Economics
12 10 (3.73%) Chemistry
12 10 (3.73%) Psychology
12 10 (3.73%) Informatics
12 10 (3.73%) Applied Mathematics
12 10 (3.73%) Hedge funds
12 10 (3.73%) Digital Media
Operating Systems
1 18 (6.72%) Android
2 12 (4.48%) Linux
3 10 (3.73%) UNIX
4 7 (2.61%) Apple iOS
5 2 (0.75%) Debian
5 2 (0.75%) Ubuntu
5 2 (0.75%) Windows
6 1 (0.37%) VMS
Processes & Methodologies
1 104 (38.81%) Analytics
2 78 (29.10%) Software Engineering
3 69 (25.75%) Agile Software Development
4 44 (16.42%) MapReduce
5 40 (14.93%) Multithreading
5 40 (14.93%) Bayesian Methods
6 39 (14.55%) OO
7 35 (13.06%) TDD
8 31 (11.57%) Data Analysis
9 24 (8.96%) Predictive Modelling
10 22 (8.21%) Risk Analysis
11 20 (7.46%) Statistical Analysis
12 19 (7.09%) Pair Programming
13 18 (6.72%) Functional Programming
14 17 (6.34%) Data Modelling
15 13 (4.85%) Logistic Regression
15 13 (4.85%) Bioinformatics
15 13 (4.85%) Monte Carlo Method
15 13 (4.85%) Performance Monitoring
15 13 (4.85%) Gibbs Sampling
Programming Languages
1 168 (62.69%) Java
2 118 (44.03%) Python
3 83 (30.97%) C++
4 75 (27.99%) SQL
5 62 (23.13%) R
6 45 (16.79%) C#
7 42 (15.67%) Scala
8 38 (14.18%) MATLAB
9 32 (11.94%) JavaScript
10 30 (11.19%) Ruby
11 27 (10.07%) Clojure
12 15 (5.60%) Perl
13 9 (3.36%) RPG
13 9 (3.36%) Bash Shell
14 7 (2.61%) C
15 6 (2.24%) Erlang
16 3 (1.12%) Haskell
17 2 (0.75%) Shell Script
17 2 (0.75%) PHP
18 1 (0.37%) Objective-C
Qualifications
1 81 (30.22%) Degree
2 67 (25.00%) PhD
3 1 (0.37%) Postgraduate
Quality Assurance & Compliance
1 4 (1.49%) QA
Systems Management
1 4 (1.49%) Puppet
2 1 (0.37%) Opscode Chef
Vendors
1 9 (3.36%) Reuters
1 9 (3.36%) Bloomberg
1 9 (3.36%) Sybase
1 9 (3.36%) ParAccel
2 7 (2.61%) Tableau
3 6 (2.24%) Facebook
3 6 (2.24%) Google
4 1 (0.37%) Progress
4 1 (0.37%) Apple
4 1 (0.37%) BT
4 1 (0.37%) Omniture
City, London
Client Server
Salary: £50k to £65k + benefits
Posted: 3 hours ago
London
CLIENT SERVER
Salary: £50k to £65k + benefits
Posted: 4 hours ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 6 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum - Benefits & Bonus
Posted: Yesterday
London
Salt
Salary: £50000 - £75000 per annum + Bonus + Healthcare
Posted: Yesterday
London
Oho Group Ltd.
Salary: £50000 to £125000 per annum - EXCELLENT BENEFITS
Posted: Yesterday
City, London
Client Server
Salary: £35k to £45k + benefits
Posted: Yesterday
London
CLIENT SERVER
Salary: £35k to £45k + benefits
Posted: Yesterday
London
Bridge Noble
Salary: £35000 - £50000 per annum + Stock + Benefits
Posted: Yesterday
London
The People Network
Salary: £65000 - £80000 per annum + 10% Bonus, Medical
Posted: 5 days ago
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £60,000 per annum
Posted: 6 days ago
City, London
Oliver James Associates
Posted: 6 days ago
London
CLIENT SERVER
Salary: £55,000 - £80,000 per year
Posted: 7 days ago
City, London
Bloomberg LP
Salary: Competitive salary and benefits offered.
Posted: 22 days ago