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

Location
3 months to
30 Oct 2014
Same period 2013 Same period 2012
Machine Learning
Rank 469 443 574
Rank change year-on-year
-26 +131
Permanent jobs citing Machine Learning 146 178 52
As % of all permanent IT jobs located in London 0.32% 0.40% 0.11%
As % of the Processes & Methodologies category 0.39% 0.47% 0.13%
Number of salaries quoted 129 168 48
Average salary £57,500 £65,000 £62,500
Average salary % change year-on-year
-11.53% +4.00%
90% offered a salary of more than £40,000 £45,000 £45,000
10% offered a salary of more than £80,000 £80,000 £101,500
UK excluding London average salary £45,000 £41,250 £37,500
% change year-on-year
+9.09% +10.00%
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
37657 37481 38794
As % of all permanent IT jobs located in London 83.29% 83.49% 81.37%
Number of salaries quoted 31361 31175 32982
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 30 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 30 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 +13 31 £65,000 +4.00% 2
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 30 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.

1 166 (61.94%) Java
2 143 (53.36%) Algorithms
3 141 (52.61%) Big Data
4 132 (49.25%) Computer Science
5 121 (45.15%) Python
6 116 (43.28%) Hadoop
7 114 (42.54%) Analytics
8 88 (32.84%) C++
8 88 (32.84%) Finance
9 83 (30.97%) Degree
10 74 (27.61%) SQL
11 73 (27.24%) Mathematics
12 69 (25.75%) Software Engineering
13 68 (25.37%) Agile Software Development
13 68 (25.37%) Data Mining
14 63 (23.51%) R
15 59 (22.01%) Statistics
16 55 (20.52%) PhD
17 52 (19.40%) Artificial Intelligence
18 50 (18.66%) C#
19 49 (18.28%) NoSQL
20 44 (16.42%) Analytical Skills
21 40 (14.93%) Scala
21 40 (14.93%) Multithreading
22 38 (14.18%) MATLAB
23 36 (13.43%) Data Structures
23 36 (13.43%) Bayesian Methods
24 35 (13.06%) OO
24 35 (13.06%) Ruby
25 33 (12.31%) Natural Language Processing

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 30 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 (10.45%) SAS
2 27 (10.07%) Apache Spark
3 24 (8.96%) Apache Pig
4 8 (2.99%) Elasticsearch
5 2 (0.75%) CMS
6 1 (0.37%) Zope
6 1 (0.37%) Plone
6 1 (0.37%) NServiceBus
Applications
1 27 (10.07%) SPSS
2 11 (4.10%) CPLEX
3 10 (3.73%) Spreadsheet
4 6 (2.24%) Weka
5 4 (1.49%) S-PLUS
5 4 (1.49%) Stata
6 1 (0.37%) Mathematica
Cloud Services
1 6 (2.24%) Amazon AWS
2 5 (1.87%) GitHub
2 5 (1.87%) Amazon EC2
Communications & Networking
1 10 (3.73%) Wireless
2 6 (2.24%) 2G
2 6 (2.24%) 4G
2 6 (2.24%) 3G
3 5 (1.87%) Radio Access Network
4 1 (0.37%) HTTP
4 1 (0.37%) Internet
Database & Business Intelligence
1 141 (52.61%) Big Data
2 116 (43.28%) Hadoop
3 68 (25.37%) Data Mining
4 49 (18.28%) NoSQL
5 31 (11.57%) Apache Hive
6 30 (11.19%) Apache Cassandra
7 22 (8.21%) Relational Database
8 21 (7.84%) MongoDB
9 19 (7.09%) HBase
10 18 (6.72%) Mahout
11 11 (4.10%) MySQL
12 10 (3.73%) QlikView
13 9 (3.36%) Sybase IQ
13 9 (3.36%) Sybase ASE
14 8 (2.99%) Redis
15 7 (2.61%) Text Mining
16 4 (1.49%) PostgreSQL
17 3 (1.12%) Data Warehouse
18 1 (0.37%) RDBMS
18 1 (0.37%) Neo4j
Development Applications
1 18 (6.72%) Git (software)
2 3 (1.12%) Subversion
3 2 (0.75%) Ant
4 1 (0.37%) Maven
4 1 (0.37%) JIRA
4 1 (0.37%) Selenium
4 1 (0.37%) GCC
4 1 (0.37%) Jenkins
4 1 (0.37%) Appium
General
1 88 (32.84%) Finance
2 28 (10.45%) Front Office
3 25 (9.33%) Banking
4 19 (7.09%) Marketing
5 11 (4.10%) Retail
5 11 (4.10%) Telecoms
6 8 (2.99%) Advertising
6 8 (2.99%) Military
7 7 (2.61%) Pharmaceutical
8 5 (1.87%) Games
9 4 (1.49%) French Language
9 4 (1.49%) German Language
10 1 (0.37%) Multimedia
10 1 (0.37%) Investment Banking
Job Titles
1 130 (48.51%) Developer
2 75 (27.99%) Data Scientist
3 46 (17.16%) Java Developer
4 34 (12.69%) C++ Developer
5 18 (6.72%) Front Office Developer
6 13 (4.85%) Analyst
7 12 (4.48%) Python Developer
8 11 (4.10%) Senior Developer
8 11 (4.10%) Data Analyst
9 9 (3.36%) Technical Leader
9 9 (3.36%) C# Developer
10 7 (2.61%) Software Developer
10 7 (2.61%) Python/Django Developer
11 5 (1.87%) Big Data Developer
11 5 (1.87%) Programmer
12 4 (1.49%) Software Engineer
12 4 (1.49%) Consultant
12 4 (1.49%) Data Architect
12 4 (1.49%) Architect
12 4 (1.49%) C++ Software Developer
Libraries, Frameworks & Software Standards
1 33 (12.31%) Natural Language Processing
2 24 (8.96%) Boost C++ Libraries
2 24 (8.96%) STL
3 12 (4.48%) HTML
3 12 (4.48%) Django
4 11 (4.10%) Web Services
5 9 (3.36%) Java EE
6 8 (2.99%) Guava
7 7 (2.61%) Cascading
7 7 (2.61%) HTML5
7 7 (2.61%) jQuery
7 7 (2.61%) Flash
8 6 (2.24%) RabbitMQ
8 6 (2.24%) Kafka
9 5 (1.87%) J2SE
10 4 (1.49%) .NET
10 4 (1.49%) CSS
10 4 (1.49%) RESTful
10 4 (1.49%) SciPy
10 4 (1.49%) NumPy
Miscellaneous
1 143 (53.36%) Algorithms
2 132 (49.25%) Computer Science
3 73 (27.24%) Mathematics
4 59 (22.01%) Statistics
5 52 (19.40%) Artificial Intelligence
6 44 (16.42%) Analytical Skills
7 36 (13.43%) Data Structures
8 31 (11.57%) Neural Network
9 29 (10.82%) Visualisation
10 25 (9.33%) Clustering
11 23 (8.58%) Social Media
12 21 (7.84%) Physics
13 13 (4.85%) Hedge funds
14 12 (4.48%) Smartphone
15 11 (4.10%) Informatics
15 11 (4.10%) Chemistry
15 11 (4.10%) Psychology
15 11 (4.10%) Applied Mathematics
15 11 (4.10%) Economics
15 11 (4.10%) Digital Media
Operating Systems
1 13 (4.85%) Android
2 10 (3.73%) Linux
3 8 (2.99%) UNIX
4 7 (2.61%) Apple iOS
5 3 (1.12%) Debian
6 2 (0.75%) Ubuntu
7 1 (0.37%) Windows
Processes & Methodologies
1 114 (42.54%) Analytics
2 69 (25.75%) Software Engineering
3 68 (25.37%) Agile Software Development
4 40 (14.93%) Multithreading
5 36 (13.43%) Bayesian Methods
6 35 (13.06%) OO
7 33 (12.31%) MapReduce
8 31 (11.57%) TDD
8 31 (11.57%) Data Analysis
9 26 (9.70%) Predictive Modelling
10 23 (8.58%) Risk Analysis
11 20 (7.46%) Data Modelling
12 19 (7.09%) Statistical Analysis
13 16 (5.97%) Logistic Regression
13 16 (5.97%) Monte Carlo Method
13 16 (5.97%) Markov Chain
13 16 (5.97%) Gibbs Sampling
14 15 (5.60%) Statistical Modelling
14 15 (5.60%) Predictive Analytics
14 15 (5.60%) Pair Programming
Programming Languages
1 166 (61.94%) Java
2 121 (45.15%) Python
3 88 (32.84%) C++
4 74 (27.61%) SQL
5 63 (23.51%) R
6 50 (18.66%) C#
7 40 (14.93%) Scala
8 38 (14.18%) MATLAB
9 35 (13.06%) Ruby
10 28 (10.45%) JavaScript
11 20 (7.46%) Clojure
12 11 (4.10%) Perl
13 9 (3.36%) RPG
13 9 (3.36%) Bash Shell
14 6 (2.24%) C
15 4 (1.49%) Erlang
16 2 (0.75%) Shell Script
17 1 (0.37%) Objective-C
17 1 (0.37%) Haskell
17 1 (0.37%) PHP
Qualifications
1 83 (30.97%) Degree
2 55 (20.52%) PhD
3 1 (0.37%) Postgraduate
Quality Assurance & Compliance
1 4 (1.49%) QA
Systems Management
1 5 (1.87%) Puppet
2 2 (0.75%) Opscode Chef
Vendors
1 10 (3.73%) Tableau
2 9 (3.36%) ParAccel
2 9 (3.36%) Sybase
2 9 (3.36%) Reuters
2 9 (3.36%) Bloomberg
3 7 (2.61%) Facebook
4 6 (2.24%) Google
5 2 (0.75%) Microsoft
6 1 (0.37%) Apple
6 1 (0.37%) Progress
6 1 (0.37%) BT
6 1 (0.37%) Minitab
6 1 (0.37%) hybris
London
CLIENT SERVER
Salary: £40k to £55k + bonus + share options
Posted: 18 hours ago
London
Templeton and Partners - SAP & UK Account
Salary: £65k - 85k per year
Posted: 18 hours ago
London
Linux Recruit
Salary: From £45,000 to £65,000 per annum
Posted: Yesterday
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 2 days ago
London
Bridge Noble
Salary: £35000 - £50000 per annum + Stock + Benefits
Posted: 3 days ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 4 days ago
London
The People Network
Salary: £65000 - £80000 per annum + 10% Bonus, Medical
Posted: 24 days ago