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 21 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Oct 2014
Same period 2013 Same period 2012
Machine Learning
Rank 484 443 583
Rank change year-on-year
-41 +140
Permanent jobs citing Machine Learning 148 181 50
As % of all permanent IT jobs located in London 0.33% 0.40% 0.10%
As % of the Processes & Methodologies category 0.39% 0.48% 0.13%
Number of salaries quoted 129 169 47
Average salary £60,000 £65,000 £62,500
Average salary % change year-on-year
-7.69% +4.00%
90% offered a salary of more than £40,000 £45,000 £43,600
10% offered a salary of more than £80,000 £80,000 £89,000
UK excluding London average salary £45,000 £43,750 £37,500
% change year-on-year
+2.85% +16.66%
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
37720 37827 39667
As % of all permanent IT jobs located in London 83.33% 83.51% 81.33%
Number of salaries quoted 31280 31486 33778
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £37,500 £37,000 £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 21 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 21 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 +2 32 £66,250 +6.00% 6
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 21 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.

1 165 (62.03%) Java
2 142 (53.38%) Algorithms
3 139 (52.26%) Big Data
4 129 (48.50%) Computer Science
5 118 (44.36%) Python
6 114 (42.86%) Hadoop
7 109 (40.98%) Analytics
8 89 (33.46%) Finance
9 85 (31.95%) C++
10 82 (30.83%) Degree
11 75 (28.20%) Software Engineering
12 74 (27.82%) SQL
13 72 (27.07%) Mathematics
14 70 (26.32%) Agile Software Development
15 68 (25.56%) Data Mining
16 62 (23.31%) R
17 59 (22.18%) Statistics
18 58 (21.80%) PhD
19 55 (20.68%) Artificial Intelligence
20 52 (19.55%) NoSQL
21 45 (16.92%) C#
21 45 (16.92%) Analytical Skills
22 40 (15.04%) Scala
23 39 (14.66%) Multithreading
23 39 (14.66%) MATLAB
24 38 (14.29%) Bayesian Methods
25 36 (13.53%) Data Structures
25 36 (13.53%) MapReduce
26 35 (13.16%) Natural Language Processing
27 34 (12.78%) OO

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 21 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 28 (10.53%) SAS
1 28 (10.53%) Apache Spark
2 22 (8.27%) Apache Pig
3 7 (2.63%) Elasticsearch
4 1 (0.38%) NServiceBus
4 1 (0.38%) Zope
4 1 (0.38%) Plone
Applications
1 27 (10.15%) SPSS
2 11 (4.14%) Spreadsheet
2 11 (4.14%) CPLEX
3 5 (1.88%) Weka
4 4 (1.50%) S-PLUS
4 4 (1.50%) Stata
5 1 (0.38%) Mathematica
Business Applications
1 1 (0.38%) Google Analytics
Cloud Services
1 5 (1.88%) Amazon AWS
2 4 (1.50%) Amazon EC2
2 4 (1.50%) GitHub
Communications & Networking
1 10 (3.76%) Wireless
2 6 (2.26%) 3G
2 6 (2.26%) 2G
2 6 (2.26%) 4G
3 5 (1.88%) Radio Access Network
4 2 (0.75%) Internet
4 2 (0.75%) HTTP
Database & Business Intelligence
1 139 (52.26%) Big Data
2 114 (42.86%) Hadoop
3 68 (25.56%) Data Mining
4 52 (19.55%) NoSQL
5 33 (12.41%) Apache Hive
6 29 (10.90%) Apache Cassandra
7 22 (8.27%) Relational Database
8 20 (7.52%) MongoDB
9 19 (7.14%) HBase
9 19 (7.14%) Mahout
10 11 (4.14%) MySQL
11 10 (3.76%) QlikView
12 9 (3.38%) Sybase IQ
12 9 (3.38%) Sybase ASE
13 8 (3.01%) Redis
14 7 (2.63%) Text Mining
15 3 (1.13%) Data Warehouse
15 3 (1.13%) PostgreSQL
16 1 (0.38%) Neo4j
16 1 (0.38%) RDBMS
Development Applications
1 19 (7.14%) Git (software)
2 3 (1.13%) Subversion
3 2 (0.75%) Ant
4 1 (0.38%) JIRA
4 1 (0.38%) Selenium
4 1 (0.38%) GCC
4 1 (0.38%) Jenkins
4 1 (0.38%) Maven
4 1 (0.38%) Appium
General
1 89 (33.46%) Finance
2 27 (10.15%) Front Office
3 26 (9.77%) Banking
4 16 (6.02%) Marketing
5 11 (4.14%) Retail
5 11 (4.14%) Telecoms
6 9 (3.38%) Advertising
7 8 (3.01%) Military
8 7 (2.63%) Games
9 6 (2.26%) Pharmaceutical
10 3 (1.13%) French Language
10 3 (1.13%) German Language
11 1 (0.38%) Multimedia
11 1 (0.38%) Investment Banking
Job Titles
1 128 (48.12%) Developer
2 75 (28.20%) Data Scientist
3 45 (16.92%) Java Developer
4 34 (12.78%) C++ Developer
5 17 (6.39%) Front Office Developer
6 13 (4.89%) Analyst
7 12 (4.51%) Python Developer
8 11 (4.14%) Data Analyst
8 11 (4.14%) Senior Developer
9 9 (3.38%) C# Developer
9 9 (3.38%) Technical Leader
10 7 (2.63%) Software Developer
11 6 (2.26%) Python/Django Developer
11 6 (2.26%) Programmer
12 5 (1.88%) Software Engineer
12 5 (1.88%) Big Data Developer
13 4 (1.50%) Big Data Consultant
13 4 (1.50%) Big Data Architect
13 4 (1.50%) C++ Software Developer
13 4 (1.50%) Java Programmer
Libraries, Frameworks & Software Standards
1 35 (13.16%) Natural Language Processing
2 24 (9.02%) STL
2 24 (9.02%) Boost C++ Libraries
3 12 (4.51%) Web Services
3 12 (4.51%) HTML
3 12 (4.51%) Django
4 8 (3.01%) Guava
4 8 (3.01%) Java EE
5 7 (2.63%) jQuery
5 7 (2.63%) HTML5
5 7 (2.63%) RabbitMQ
5 7 (2.63%) Flash
5 7 (2.63%) Cascading
6 6 (2.26%) J2SE
6 6 (2.26%) Kafka
6 6 (2.26%) RESTful
7 5 (1.88%) SciPy
7 5 (1.88%) NumPy
8 4 (1.50%) CSS
8 4 (1.50%) .NET
Miscellaneous
1 142 (53.38%) Algorithms
2 129 (48.50%) Computer Science
3 72 (27.07%) Mathematics
4 59 (22.18%) Statistics
5 55 (20.68%) Artificial Intelligence
6 45 (16.92%) Analytical Skills
7 36 (13.53%) Data Structures
8 29 (10.90%) Neural Network
9 28 (10.53%) Visualisation
10 25 (9.40%) Clustering
11 23 (8.65%) Social Media
12 22 (8.27%) Physics
13 13 (4.89%) Smartphone
13 13 (4.89%) Hedge funds
14 11 (4.14%) Informatics
14 11 (4.14%) Chemistry
14 11 (4.14%) Psychology
14 11 (4.14%) Applied Mathematics
14 11 (4.14%) Digital Media
14 11 (4.14%) Economics
Operating Systems
1 14 (5.26%) Android
2 10 (3.76%) Linux
3 8 (3.01%) UNIX
4 7 (2.63%) Apple iOS
5 3 (1.13%) Debian
6 2 (0.75%) Ubuntu
7 1 (0.38%) Windows
Processes & Methodologies
1 109 (40.98%) Analytics
2 75 (28.20%) Software Engineering
3 70 (26.32%) Agile Software Development
4 39 (14.66%) Multithreading
5 38 (14.29%) Bayesian Methods
6 36 (13.53%) MapReduce
7 34 (12.78%) OO
8 33 (12.41%) TDD
9 31 (11.65%) Data Analysis
10 27 (10.15%) Predictive Modelling
11 23 (8.65%) Risk Analysis
12 19 (7.14%) Data Modelling
13 18 (6.77%) Statistical Analysis
14 17 (6.39%) Pair Programming
15 15 (5.64%) Functional Programming
16 14 (5.26%) Gibbs Sampling
16 14 (5.26%) Markov Chain
16 14 (5.26%) Logistic Regression
16 14 (5.26%) Monte Carlo Method
17 13 (4.89%) Investment Management
Programming Languages
1 165 (62.03%) Java
2 118 (44.36%) Python
3 85 (31.95%) C++
4 74 (27.82%) SQL
5 62 (23.31%) R
6 45 (16.92%) C#
7 40 (15.04%) Scala
8 39 (14.66%) MATLAB
9 32 (12.03%) Ruby
10 28 (10.53%) JavaScript
11 23 (8.65%) Clojure
12 11 (4.14%) Perl
13 9 (3.38%) Bash Shell
13 9 (3.38%) RPG
14 6 (2.26%) C
15 5 (1.88%) Erlang
16 2 (0.75%) Shell Script
16 2 (0.75%) Haskell
17 1 (0.38%) PHP
17 1 (0.38%) Objective-C
Qualifications
1 82 (30.83%) Degree
2 58 (21.80%) PhD
3 1 (0.38%) Postgraduate
Quality Assurance & Compliance
1 3 (1.13%) QA
Systems Management
1 5 (1.88%) Puppet
2 2 (0.75%) Opscode Chef
Vendors
1 10 (3.76%) Tableau
2 9 (3.38%) ParAccel
2 9 (3.38%) Sybase
2 9 (3.38%) Reuters
2 9 (3.38%) Bloomberg
3 6 (2.26%) Facebook
3 6 (2.26%) Google
4 1 (0.38%) Omniture
4 1 (0.38%) hybris
4 1 (0.38%) Apple
4 1 (0.38%) Progress
4 1 (0.38%) BT
City, London
Roc Search
Salary: £35000 - £50000 per annum
Posted: 18 hours ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 2 days ago
City, London
Harrington Starr
Salary: £50000 - £55000 per annum + Benefits + Bonus
Posted: 4 days ago
City, London
JWC
Salary: From £35,000 to £45,000 per annum + benefits
Posted: 4 days ago
London
Connectus
Salary: £40000 - £65000 per annum + benefits
Posted: 4 days ago
London
EY
Salary: Competitive
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 5 days ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 5 days ago
City, London
Client Server
Salary: £60k to £70k + benefits
Posted: 6 days ago
London
CLIENT SERVER
Salary: £60k to £60k + benefits
Posted: 6 days ago
London
Bridge Noble
Salary: £35000 - £50000 per annum + Stock + Benefits
Posted: 6 days ago
London
The People Network
Salary: £65000 - £80000 per annum + 10% Bonus, Medical
Posted: 15 days ago
London
OHO Group
Salary: £50000 - £125000 per annum, Benefits: EXCELLENT BENEFITS
Posted: 20 days ago
London
The People Network
Salary: £65000 - £80000 per annum + 10% Bonus, Medical
Posted: 25 days ago