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

Location
3 months to
21 Nov 2014
Same period 2013 Same period 2012
Machine Learning
Rank 475 473 569
Rank change year-on-year
-2 +96
Permanent jobs citing Machine Learning 161 149 57
As % of all permanent IT jobs located in London 0.36% 0.32% 0.12%
As % of the Processes & Methodologies category 0.43% 0.39% 0.15%
Number of salaries quoted 150 145 53
Average salary £60,000 £70,000 £62,500
Average salary % change year-on-year
-14.28% +12.00%
90% offered a salary of more than £40,000 £45,000 £45,000
10% offered a salary of more than £80,000 £80,000 £100,000
UK excluding London average salary £51,250 £40,625 £37,500
% change year-on-year
+26.15% +8.33%
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
37689 38487 37948
As % of all permanent IT jobs located in London 83.29% 83.56% 81.53%
Number of salaries quoted 31716 31712 32216
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 £42,500 £40,000
% change year-on-year
- +6.25%

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 November 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 November 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 +33 31 £67,500 +8.00% 5
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 21 November 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.

1 154 (56.00%) Java
2 146 (53.09%) Algorithms
3 141 (51.27%) Big Data
4 136 (49.45%) Computer Science
4 136 (49.45%) Python
5 126 (45.82%) Analytics
6 117 (42.55%) Hadoop
7 95 (34.55%) Finance
8 89 (32.36%) C++
9 87 (31.64%) Degree
10 77 (28.00%) SQL
11 76 (27.64%) Data Mining
12 68 (24.73%) R
12 68 (24.73%) Mathematics
13 62 (22.55%) Software Engineering
14 61 (22.18%) Agile Software Development
15 54 (19.64%) C#
16 53 (19.27%) Statistics
17 51 (18.55%) PhD
18 50 (18.18%) Artificial Intelligence
19 47 (17.09%) NoSQL
20 43 (15.64%) Ruby
21 42 (15.27%) Scala
22 39 (14.18%) MATLAB
22 39 (14.18%) Analytical Skills
23 38 (13.82%) Neural Network
23 38 (13.82%) Data Analysis
24 37 (13.45%) Visualisation
24 37 (13.45%) Multithreading
25 36 (13.09%) OO

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 21 November 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 32 (11.64%) SAS
2 26 (9.45%) Apache Pig
3 22 (8.00%) Apache Spark
4 10 (3.64%) Elasticsearch
5 5 (1.82%) CMS
6 3 (1.09%) Node.js
7 1 (0.36%) NServiceBus
Applications
1 32 (11.64%) SPSS
2 11 (4.00%) CPLEX
3 8 (2.91%) Spreadsheet
4 4 (1.45%) Weka
4 4 (1.45%) Stata
5 2 (0.73%) S-PLUS
Cloud Services
1 9 (3.27%) Amazon AWS
2 5 (1.82%) GitHub
2 5 (1.82%) Amazon EC2
3 3 (1.09%) Cloud Computing
3 3 (1.09%) Google Cloud Platform
Communications & Networking
1 9 (3.27%) Wireless
2 6 (2.18%) 2G
2 6 (2.18%) 4G
2 6 (2.18%) 3G
3 5 (1.82%) Radio Access Network
Database & Business Intelligence
1 141 (51.27%) Big Data
2 117 (42.55%) Hadoop
3 76 (27.64%) Data Mining
4 47 (17.09%) NoSQL
5 33 (12.00%) Apache Hive
6 32 (11.64%) Apache Cassandra
7 27 (9.82%) Relational Database
8 26 (9.45%) MongoDB
9 18 (6.55%) HBase
10 15 (5.45%) Mahout
11 14 (5.09%) QlikView
12 13 (4.73%) MySQL
13 9 (3.27%) Sybase IQ
13 9 (3.27%) Sybase ASE
14 8 (2.91%) Redis
15 6 (2.18%) PostgreSQL
16 5 (1.82%) Data Warehouse
16 5 (1.82%) Text Mining
17 2 (0.73%) RDBMS
18 1 (0.36%) SQL Server
Development Applications
1 15 (5.45%) Git (software)
2 2 (0.73%) Jenkins
2 2 (0.73%) Ant
2 2 (0.73%) Subversion
3 1 (0.36%) JIRA
3 1 (0.36%) Selenium
3 1 (0.36%) Appium
3 1 (0.36%) Hudson
3 1 (0.36%) GCC
General
1 95 (34.55%) Finance
2 27 (9.82%) Front Office
2 27 (9.82%) Banking
3 22 (8.00%) Marketing
4 13 (4.73%) Retail
5 11 (4.00%) Telecoms
6 9 (3.27%) Pharmaceutical
7 8 (2.91%) Military
8 7 (2.55%) French Language
8 7 (2.55%) German Language
9 3 (1.09%) Games
10 1 (0.36%) Law
10 1 (0.36%) Advertising
10 1 (0.36%) Multimedia
10 1 (0.36%) Investment Banking
Job Titles
1 134 (48.73%) Developer
2 76 (27.64%) Data Scientist
3 48 (17.45%) Java Developer
4 34 (12.36%) C++ Developer
5 18 (6.55%) Front Office Developer
6 17 (6.18%) Analyst
7 16 (5.82%) Python Developer
8 15 (5.45%) Data Analyst
9 11 (4.00%) Senior Developer
10 10 (3.64%) Python/Django Developer
11 9 (3.27%) C# Developer
12 8 (2.91%) Technical Leader
13 5 (1.82%) Java Programmer
13 5 (1.82%) Senior Java Developer
13 5 (1.82%) Programmer
13 5 (1.82%) Software Engineer
13 5 (1.82%) Software Developer
13 5 (1.82%) Big Data Developer
14 4 (1.45%) Scala Developer
14 4 (1.45%) C++ Software Developer
Libraries, Frameworks & Software Standards
1 26 (9.45%) Natural Language Processing
2 23 (8.36%) Boost C++ Libraries
2 23 (8.36%) STL
3 14 (5.09%) Django
4 12 (4.36%) Java EE
5 9 (3.27%) Web Services
5 9 (3.27%) HTML
6 8 (2.91%) Guava
6 8 (2.91%) Cascading
7 7 (2.55%) Flash
7 7 (2.55%) jQuery
7 7 (2.55%) HTML5
8 5 (1.82%) RabbitMQ
9 4 (1.45%) SciPy
9 4 (1.45%) NumPy
9 4 (1.45%) REST
9 4 (1.45%) D3.js
9 4 (1.45%) Kafka
9 4 (1.45%) .NET
9 4 (1.45%) Spring
Miscellaneous
1 146 (53.09%) Algorithms
2 136 (49.45%) Computer Science
3 68 (24.73%) Mathematics
4 53 (19.27%) Statistics
5 50 (18.18%) Artificial Intelligence
6 39 (14.18%) Analytical Skills
7 38 (13.82%) Neural Network
8 37 (13.45%) Visualisation
9 32 (11.64%) Data Structures
10 27 (9.82%) Social Media
11 26 (9.45%) Clustering
12 20 (7.27%) Physics
13 19 (6.91%) Open Source
14 13 (4.73%) Hedge funds
15 12 (4.36%) Digital Media
15 12 (4.36%) Applied Mathematics
16 11 (4.00%) Chemistry
16 11 (4.00%) Psychology
16 11 (4.00%) Informatics
16 11 (4.00%) Economics
Operating Systems
1 10 (3.64%) Apple iOS
2 8 (2.91%) UNIX
2 8 (2.91%) Linux
3 5 (1.82%) Android
4 3 (1.09%) Debian
5 2 (0.73%) Ubuntu
6 1 (0.36%) Windows
Processes & Methodologies
1 126 (45.82%) Analytics
2 62 (22.55%) Software Engineering
3 61 (22.18%) Agile Software Development
4 38 (13.82%) Data Analysis
5 37 (13.45%) Multithreading
6 36 (13.09%) OO
7 31 (11.27%) Predictive Modelling
7 31 (11.27%) Bayesian Methods
8 27 (9.82%) MapReduce
9 26 (9.45%) TDD
10 23 (8.36%) Statistical Modelling
10 23 (8.36%) Risk Analysis
11 21 (7.64%) Data Modelling
11 21 (7.64%) Statistical Analysis
12 19 (6.91%) Predictive Analytics
12 19 (6.91%) Logistic Regression
12 19 (6.91%) Monte Carlo Method
12 19 (6.91%) Markov Chain
12 19 (6.91%) Gibbs Sampling
13 17 (6.18%) Investment Management
Programming Languages
1 154 (56.00%) Java
2 136 (49.45%) Python
3 89 (32.36%) C++
4 77 (28.00%) SQL
5 68 (24.73%) R
6 54 (19.64%) C#
7 43 (15.64%) Ruby
8 42 (15.27%) Scala
9 39 (14.18%) MATLAB
10 23 (8.36%) JavaScript
11 14 (5.09%) Clojure
12 11 (4.00%) Perl
13 9 (3.27%) RPG
14 7 (2.55%) C
14 7 (2.55%) Bash Shell
15 3 (1.09%) Erlang
16 2 (0.73%) Objective-C
16 2 (0.73%) Shell Script
17 1 (0.36%) Haskell
17 1 (0.36%) PHP
Qualifications
1 87 (31.64%) Degree
2 51 (18.55%) PhD
3 1 (0.36%) Postgraduate
Quality Assurance & Compliance
1 4 (1.45%) QA
Systems Management
1 5 (1.82%) Puppet
2 3 (1.09%) Opscode Chef
Vendors
1 14 (5.09%) Tableau
2 10 (3.64%) Google
3 9 (3.27%) ParAccel
3 9 (3.27%) Sybase
3 9 (3.27%) Reuters
3 9 (3.27%) Bloomberg
4 8 (2.91%) Facebook
5 5 (1.82%) Microsoft
6 1 (0.36%) Apple
6 1 (0.36%) Progress
6 1 (0.36%) IBM
6 1 (0.36%) BT
6 1 (0.36%) Minitab
6 1 (0.36%) hybris
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