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

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
Machine Learning
Rank 490 474 604
Rank change year-on-year
-16 +130
Permanent jobs citing Machine Learning 144 132 46
As % of all permanent IT jobs located in London 0.31% 0.30% 0.093%
As % of the Processes & Methodologies category 0.37% 0.35% 0.11%
Number of salaries quoted 119 117 46
Average salary £60,000 £65,000 £60,000
Average salary % change year-on-year
-7.69% +8.33%
90% offered a salary of more than £40,000 £44,000 £40,000
10% offered a salary of more than £80,000 £80,000 £83,750
UK excluding London average salary £38,750 £45,000 £38,000
% change year-on-year
-13.88% +18.42%
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
38553 37227 40463
As % of all permanent IT jobs located in London 83.71% 83.61% 81.46%
Number of salaries quoted 31685 30925 34760
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 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 19 September 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 19 September 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 +18 34 £67,750 +4.23% 11
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 19 September 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.

1 171 (63.81%) Java
2 144 (53.73%) Big Data
3 130 (48.51%) Computer Science
4 123 (45.90%) Python
5 115 (42.91%) Hadoop
6 100 (37.31%) Analytics
7 83 (30.97%) C++
7 83 (30.97%) Software Engineering
8 82 (30.60%) Finance
9 80 (29.85%) Degree
10 77 (28.73%) Mathematics
11 75 (27.99%) SQL
12 71 (26.49%) Data Mining
12 71 (26.49%) Agile Software Development
13 69 (25.75%) PhD
14 68 (25.37%) Statistics
15 65 (24.25%) R
16 60 (22.39%) Artificial Intelligence
17 58 (21.64%) NoSQL
18 50 (18.66%) Natural Language Processing
18 50 (18.66%) MapReduce
19 49 (18.28%) Analytical Skills
20 47 (17.54%) Scala
21 44 (16.42%) OO
21 44 (16.42%) Bayesian Methods
22 41 (15.30%) C#
23 40 (14.93%) Multithreading
24 38 (14.18%) TDD
25 37 (13.81%) Apache Hive
26 36 (13.43%) JavaScript

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 19 September 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 22 (8.21%) SAS
2 17 (6.34%) Apache Pig
3 5 (1.87%) Node.js
4 3 (1.12%) Elasticsearch
4 3 (1.12%) Zope
4 3 (1.12%) Plone
5 2 (0.75%) Tornado
6 1 (0.37%) NServiceBus
6 1 (0.37%) Confluence
Applications
1 23 (8.58%) SPSS
2 14 (5.22%) Spreadsheet
3 9 (3.36%) CPLEX
4 7 (2.61%) Stata
5 5 (1.87%) S-PLUS
5 5 (1.87%) Weka
6 3 (1.12%) Mathematica
Business Applications
1 1 (0.37%) Google Analytics
Cloud Services
1 1 (0.37%) Amazon AWS
Communications & Networking
1 8 (2.99%) Wireless
2 6 (2.24%) HTTP
3 4 (1.49%) Internet
3 4 (1.49%) 3G
3 4 (1.49%) 2G
3 4 (1.49%) 4G
4 3 (1.12%) Radio Access Network
Database & Business Intelligence
1 144 (53.73%) Big Data
2 115 (42.91%) Hadoop
3 71 (26.49%) Data Mining
4 58 (21.64%) NoSQL
5 37 (13.81%) Apache Hive
6 26 (9.70%) Apache Cassandra
7 21 (7.84%) Mahout
8 20 (7.46%) HBase
9 18 (6.72%) MongoDB
9 18 (6.72%) Relational Database
10 9 (3.36%) Sybase IQ
10 9 (3.36%) Text Mining
10 9 (3.36%) Sybase ASE
11 8 (2.99%) MySQL
12 7 (2.61%) Redis
13 5 (1.87%) QlikView
14 4 (1.49%) RDBMS
15 3 (1.12%) Data Warehouse
16 2 (0.75%) PostgreSQL
17 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%) Jenkins
3 1 (0.37%) Ant
General
1 82 (30.60%) Finance
2 22 (8.21%) Front Office
3 21 (7.84%) Banking
4 20 (7.46%) Marketing
5 10 (3.73%) Advertising
5 10 (3.73%) Games
6 9 (3.36%) Retail
6 9 (3.36%) Telecoms
7 4 (1.49%) Military
8 2 (0.75%) French Language
8 2 (0.75%) German Language
9 1 (0.37%) Multimedia
9 1 (0.37%) Investment Banking
Job Titles
1 121 (45.15%) Developer
2 87 (32.46%) Data Scientist
3 43 (16.04%) Java Developer
4 29 (10.82%) C++ Developer
5 14 (5.22%) Python Developer
6 12 (4.48%) Front Office Developer
6 12 (4.48%) Programmer
7 11 (4.10%) Senior Developer
8 9 (3.36%) C# Developer
9 8 (2.99%) Java Programmer
10 7 (2.61%) Software Engineer
10 7 (2.61%) Software Developer
10 7 (2.61%) Technical Leader
11 6 (2.24%) Big Data Developer
11 6 (2.24%) Analyst
11 6 (2.24%) Data Analyst
12 5 (1.87%) Java Software Engineer
12 5 (1.87%) Junior
12 5 (1.87%) Consultant
12 5 (1.87%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 50 (18.66%) Natural Language Processing
2 21 (7.84%) Boost C++ Libraries
2 21 (7.84%) STL
3 16 (5.97%) HTML
3 16 (5.97%) RESTful
4 12 (4.48%) Web Services
4 12 (4.48%) Django
5 9 (3.36%) HTML5
6 8 (2.99%) J2SE
6 8 (2.99%) Guava
7 7 (2.61%) Flash
7 7 (2.61%) RabbitMQ
8 6 (2.24%) SciPy
8 6 (2.24%) NumPy
8 6 (2.24%) JMS
8 6 (2.24%) Cascading
9 5 (1.87%) jQuery
9 5 (1.87%) .NET
9 5 (1.87%) CSS
10 4 (1.49%) Kafka
Miscellaneous
1 130 (48.51%) Computer Science
2 77 (28.73%) Mathematics
3 68 (25.37%) Statistics
4 60 (22.39%) Artificial Intelligence
5 49 (18.28%) Analytical Skills
6 25 (9.33%) Physics
7 24 (8.96%) Social Media
8 23 (8.58%) Neural Network
9 21 (7.84%) Visualisation
10 20 (7.46%) Clustering
11 19 (7.09%) Smartphone
12 9 (3.36%) Economics
12 9 (3.36%) Equities
12 9 (3.36%) Reference Data
12 9 (3.36%) Chemistry
12 9 (3.36%) Psychology
12 9 (3.36%) Informatics
12 9 (3.36%) Applied Mathematics
12 9 (3.36%) Hedge funds
12 9 (3.36%) Digital Media
Operating Systems
1 22 (8.21%) Android
2 14 (5.22%) Linux
3 9 (3.36%) UNIX
4 8 (2.99%) Apple iOS
5 4 (1.49%) Windows
6 2 (0.75%) Debian
6 2 (0.75%) Ubuntu
7 1 (0.37%) VMS
Processes & Methodologies
1 100 (37.31%) Analytics
2 83 (30.97%) Software Engineering
3 71 (26.49%) Agile Software Development
4 50 (18.66%) MapReduce
5 44 (16.42%) OO
5 44 (16.42%) Bayesian Methods
6 40 (14.93%) Multithreading
7 38 (14.18%) TDD
8 28 (10.45%) Data Analysis
9 22 (8.21%) Predictive Modelling
10 21 (7.84%) Functional Programming
11 20 (7.46%) Risk Analysis
12 19 (7.09%) Statistical Analysis
13 18 (6.72%) Pair Programming
14 17 (6.34%) Data Modelling
15 15 (5.60%) Performance Monitoring
16 14 (5.22%) Predictive Analytics
17 12 (4.48%) Logistic Regression
17 12 (4.48%) Bioinformatics
17 12 (4.48%) Statistical Modelling
Programming Languages
1 171 (63.81%) Java
2 123 (45.90%) Python
3 83 (30.97%) C++
4 75 (27.99%) SQL
5 65 (24.25%) R
6 47 (17.54%) Scala
7 41 (15.30%) C#
8 36 (13.43%) JavaScript
8 36 (13.43%) MATLAB
9 29 (10.82%) Clojure
10 28 (10.45%) Ruby
11 17 (6.34%) Perl
12 9 (3.36%) RPG
12 9 (3.36%) Bash Shell
13 7 (2.61%) Erlang
14 6 (2.24%) C
15 3 (1.12%) PHP
15 3 (1.12%) Haskell
16 1 (0.37%) Objective-C
16 1 (0.37%) Shell Script
Qualifications
1 80 (29.85%) Degree
2 69 (25.75%) PhD
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 6 (2.24%) Facebook
2 6 (2.24%) Google
3 5 (1.87%) Tableau
4 1 (0.37%) Apple
4 1 (0.37%) BT
4 1 (0.37%) Omniture
City, London
Oliver James Associates
Posted: 18 hours ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 18 hours ago
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: 19 hours ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 20 hours ago
London
Lorien Resourcing
Salary: £40000 - £50000 per annum + bonus, pension and other benefits
Posted: Yesterday
East London
Client Server
Salary: £45k to £60k (multiple roles) + equity + benefits
Posted: 2 days ago
London
First Point IT
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum - Benefits & Bonus
Posted: 3 days ago
London
The People Network
Salary: £65000 - £80000 per annum + 10% Bonus, Medical
Posted: 3 days ago
City, London
Roc Search
Salary: £35000 - £45000 per annum
Posted: 4 days ago
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £60,000 per annum
Posted: 4 days ago
North West London
Harnham
Salary: £40000 - £65000 per annum
Posted: 4 days ago
City, London
TEKsystems
Salary: £55000 - £90000 per annum + Benefits and Bonus
Posted: 6 days ago
London
Monarch Recruitment
Salary: £30000 to £55000 per annum
Posted: 6 days ago
London
CLIENT SERVER
Salary: £55000 - £80000 per annum + bonus + benefits
Posted: 6 days ago
City, London
Bloomberg LP
Salary: Competitive salary and benefits offered.
Posted: 9 days ago
London
The People Network
Salary: £65000 - £80000 per annum + 10% Bonus, Medical
Posted: 16 days ago
London
Recruitment Genius
Salary: £50000 - £65000 per annum
Posted: 22 days ago