The first table below looks at the prevalence of the term Machine Learning in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 16 April 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all terms in our Miscellaneous category for the City of London region.

Location
3 months to
16 Apr 2014
Same period 2013 Same period 2012
Machine Learning
Rank 326 301 332
Rank change year-on-year
-25 +31
Permanent jobs citing Machine Learning 9 27 13
As % of all permanent IT jobs located in the City of London 0.071% 0.23% 0.093%
As % of the Miscellaneous category 0.18% 0.56% 0.24%
Number of salaries quoted 9 27 11
Average salary £60,000 £62,500 £60,000
Average salary % change year-on-year
-4.00% +4.16%
90% offered a salary of more than £37,500 £61,500 £45,000
10% offered a salary of more than £73,000 £75,000 £65,000
UK excluding London average salary £42,500 £42,750 £70,000
% change year-on-year
-0.58% -38.92%
Miscellaneous Category
City of London
Permanent IT job ads with a match in the
Miscellaneous category
5024 4782 5487
As % of all permanent IT jobs located in the City of London 39.40% 40.08% 39.33%
Number of salaries quoted 4170 4136 4984
Average salary £55,000 £57,500 £57,500
Average salary % change year-on-year
-4.34% -
90% offered a salary of more than £32,500 £35,000 £35,000
10% offered a salary of more than £85,000 £85,000 £85,000
UK excluding London average salary £40,000 £38,000 £40,000
% change year-on-year
+5.26% -5.00%
Machine Learning
London

Machine Learning
Jobs Demand Trend in the City of London

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

Machine Learning Jobs Demand Trend in the City of London

Machine Learning
Salary Trend in the City of London

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

Machine Learning Salary Trend in the City of London

Machine Learning
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Machine Learning across the City of London region over the 3 months to 16 April 2014.

Machine Learning Salary Histogram in the City of London

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

For the 6 months to 16 April 2014, IT jobs across the City of 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 10 (62.50%) Java
1 10 (62.50%) Python
2 9 (56.25%) Computer Science
2 9 (56.25%) Big Data
3 8 (50.00%) R
3 8 (50.00%) Hadoop
4 7 (43.75%) Finance
5 6 (37.50%) Data Mining
5 6 (37.50%) SAS
5 6 (37.50%) Analytics
6 5 (31.25%) SQL
6 5 (31.25%) Statistics
6 5 (31.25%) Mathematics
6 5 (31.25%) Physics
7 4 (25.00%) Degree
7 4 (25.00%) PhD
7 4 (25.00%) C#
8 3 (18.75%) Data Analysis
8 3 (18.75%) C++
8 3 (18.75%) Business Intelligence
8 3 (18.75%) Internet
8 3 (18.75%) Scala
8 3 (18.75%) Apache Cassandra
8 3 (18.75%) Statistical Modelling
8 3 (18.75%) SciPy
8 3 (18.75%) NumPy
8 3 (18.75%) Apache Hive
8 3 (18.75%) Marketing
8 3 (18.75%) Front Office
8 3 (18.75%) Derivative

Machine Learning
Top Related IT Skills in the City of London by Category

For the 6 months to 16 April 2014, IT jobs across the City of 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 6 (37.50%) SAS
2 3 (18.75%) Apache Pig
Applications
1 2 (12.50%) SPSS
2 1 (6.25%) MS Office
Cloud Services
1 1 (6.25%) Amazon AWS
1 1 (6.25%) Amazon EMR
Communications & Networking
1 3 (18.75%) Internet
2 2 (12.50%) HTTP
Database & Business Intelligence
1 9 (56.25%) Big Data
2 8 (50.00%) Hadoop
3 6 (37.50%) Data Mining
4 3 (18.75%) Apache Cassandra
4 3 (18.75%) Apache Hive
4 3 (18.75%) Mahout
5 2 (12.50%) MongoDB
5 2 (12.50%) HBase
5 2 (12.50%) NoSQL
6 1 (6.25%) OLAP
6 1 (6.25%) RDBMS
6 1 (6.25%) Relational Database
General
1 7 (43.75%) Finance
2 3 (18.75%) Marketing
2 3 (18.75%) Front Office
3 1 (6.25%) Games
Job Titles
1 6 (37.50%) Data Scientist
2 4 (25.00%) Developer
3 3 (18.75%) Analyst
3 3 (18.75%) Quantitative Analyst
4 2 (12.50%) Architect
4 2 (12.50%) Java Developer
4 2 (12.50%) Data Architect
5 1 (6.25%) Front Office Developer
5 1 (6.25%) C++ Developer
5 1 (6.25%) C++/Java Developer
5 1 (6.25%) Hadoop Developer
5 1 (6.25%) Big Data Developer
Libraries, Frameworks & Software Standards
1 3 (18.75%) SciPy
1 3 (18.75%) NumPy
2 2 (12.50%) MapReduce
3 1 (6.25%) Spring
3 1 (6.25%) STL
3 1 (6.25%) Boost C++ Libraries
3 1 (6.25%) Guice
Miscellaneous
1 9 (56.25%) Computer Science
2 5 (31.25%) Statistics
2 5 (31.25%) Mathematics
2 5 (31.25%) Physics
3 3 (18.75%) Derivative
4 2 (12.50%) Social Network
5 1 (6.25%) Mobile Games
5 1 (6.25%) Grid Computing
5 1 (6.25%) Artificial Intelligence
5 1 (6.25%) Neural Network
5 1 (6.25%) Visualisation
5 1 (6.25%) Augmented Reality
5 1 (6.25%) Data Integration
Processes & Methodologies
1 6 (37.50%) Analytics
2 3 (18.75%) Data Analysis
2 3 (18.75%) Business Intelligence
2 3 (18.75%) Statistical Modelling
2 3 (18.75%) Internet Marketing
3 2 (12.50%) Software Engineering
3 2 (12.50%) Data Modelling
4 1 (6.25%) Scrum
4 1 (6.25%) TDD
4 1 (6.25%) B2C
4 1 (6.25%) Game Development
4 1 (6.25%) Business Analytics
4 1 (6.25%) Predictive Modelling
4 1 (6.25%) Business Analysis
4 1 (6.25%) Data Cleansing
4 1 (6.25%) Customer Segmentation
Programming Languages
1 10 (62.50%) Java
1 10 (62.50%) Python
2 8 (50.00%) R
3 5 (31.25%) SQL
4 4 (25.00%) C#
5 3 (18.75%) C++
5 3 (18.75%) Scala
6 1 (6.25%) C
6 1 (6.25%) Clojure
6 1 (6.25%) Ruby
6 1 (6.25%) Lua
Qualifications
1 4 (25.00%) Degree
1 4 (25.00%) PhD
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 2 days ago
City, London
Salt
Salary: £60000 - £80000 per annum + comprehensive benefits
Posted: 5 days ago