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 31 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Aug 2015
Same period 2014 Same period 2013
Machine Learning
Rank 415 510 527
Rank change year-on-year
+95 +17
Permanent jobs citing Machine Learning 215 122 94
As % of all permanent IT jobs located in London 0.48% 0.26% 0.21%
As % of the Processes & Methodologies category 0.56% 0.31% 0.25%
Number of salaries quoted 187 98 76
Average salary £60,000 £62,500 £58,750
Average salary % change year-on-year
-4.00% +6.38%
90% offered a salary of more than £42,500 £42,500 £42,750
10% offered a salary of more than £85,000 £78,250 £80,000
UK excluding London average salary £50,000 £37,500 £45,000
% change year-on-year
+33.33% -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
38260 39298 37076
As % of all permanent IT jobs located in London 85.72% 84.59% 84.15%
Number of salaries quoted 32305 32398 30722
Average salary £60,000 £55,000 £55,000
Average salary % change year-on-year
+9.09% -
90% offered a salary of more than £38,500 £37,500 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 31 August 2015.

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 31 August 2015. 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 +21 27 £60,000 -11.76% 5
Surbiton - 12 £48,000 -
Isleworth - 3 - -
Brentford - 2 £65,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 31 August 2015, 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.

1 204 (50.25%) Analytics
2 196 (48.28%) Python
3 188 (46.31%) Big Data
4 180 (44.33%) Java
5 172 (42.36%) Hadoop
5 172 (42.36%) Algorithms
6 150 (36.95%) R
7 149 (36.70%) SQL
7 149 (36.70%) Mathematics
8 128 (31.53%) Computer Science
9 119 (29.31%) Agile Software Development
10 115 (28.33%) Statistics
11 114 (28.08%) Degree
12 108 (26.60%) NoSQL
13 99 (24.38%) Finance
14 82 (20.20%) PhD
14 82 (20.20%) Data Mining
15 71 (17.49%) Analytical Skills
16 69 (17.00%) C++
17 67 (16.50%) TDD
18 66 (16.26%) MATLAB
18 66 (16.26%) Apache Spark
19 62 (15.27%) Apache Hive
20 61 (15.02%) Scala
20 61 (15.02%) Artificial Intelligence
21 59 (14.53%) Apache Cassandra
22 58 (14.29%) Software Engineering
23 56 (13.79%) SAS
24 52 (12.81%) MongoDB
25 51 (12.56%) MapReduce

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 31 August 2015, 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 66 (16.26%) Apache Spark
2 56 (13.79%) SAS
3 36 (8.87%) Elasticsearch
4 31 (7.64%) Apache Solr
5 28 (6.90%) Apache Pig
6 13 (3.20%) Apache
7 8 (1.97%) Node.js
8 7 (1.72%) SharePoint
9 4 (0.99%) Tomcat
10 2 (0.49%) IPython
11 1 (0.25%) SharePoint Server
11 1 (0.25%) GlassFish
11 1 (0.25%) WordPress
Applications
1 8 (1.97%) SPSS
2 7 (1.72%) Weka
3 5 (1.23%) Mathematica
4 4 (0.99%) GNU Octave
4 4 (0.99%) CPLEX
5 3 (0.74%) MS Excel
5 3 (0.74%) MS Office
6 2 (0.49%) S-PLUS
7 1 (0.25%) Gephi
Cloud Services
1 23 (5.67%) Amazon AWS
2 15 (3.69%) Microsoft Azure
3 5 (1.23%) Google Analytics
4 4 (0.99%) Amazon EMR
4 4 (0.99%) IaaS
5 1 (0.25%) SaaS
Communications & Networking
1 10 (2.46%) HTTP
2 6 (1.48%) Internet
3 1 (0.25%) HTTPS
3 1 (0.25%) Wireless
3 1 (0.25%) Skype
Database & Business Intelligence
1 188 (46.31%) Big Data
2 172 (42.36%) Hadoop
3 108 (26.60%) NoSQL
4 82 (20.20%) Data Mining
5 62 (15.27%) Apache Hive
6 59 (14.53%) Apache Cassandra
7 52 (12.81%) MongoDB
8 33 (8.13%) SQL Server
9 29 (7.14%) HBase
10 25 (6.16%) Relational Database
11 22 (5.42%) MySQL
12 19 (4.68%) Data Warehouse
13 18 (4.43%) RDBMS
14 14 (3.45%) Text Mining
15 13 (3.20%) QlikView
16 12 (2.96%) HDInsight
16 12 (2.96%) SQL Server Analysis Services
17 11 (2.71%) SQL Server Integration Services
18 8 (1.97%) Amazon Redshift
18 8 (1.97%) SQL Server Reporting Services
Development Applications
1 12 (2.96%) Maven
2 10 (2.46%) Git (software)
3 6 (1.48%) Jenkins
3 6 (1.48%) JUnit
4 4 (0.99%) Talend Open Studio
4 4 (0.99%) JMeter
5 2 (0.49%) Grunt
5 2 (0.49%) Karma Test Runner
5 2 (0.49%) gulp
5 2 (0.49%) Hudson
5 2 (0.49%) Jasmine
5 2 (0.49%) ANTLR
5 2 (0.49%) TeamCity
5 2 (0.49%) Subversion
5 2 (0.49%) Ant
5 2 (0.49%) Eclipse
General
1 99 (24.38%) Finance
2 42 (10.34%) Retail
3 25 (6.16%) Marketing
4 20 (4.93%) Games
5 14 (3.45%) Banking
6 12 (2.96%) Law
7 8 (1.97%) Pharmaceutical
8 6 (1.48%) Telecoms
9 5 (1.23%) Publishing
9 5 (1.23%) Legal
10 4 (0.99%) Advertising
11 1 (0.25%) Front Office
11 1 (0.25%) Electronics
11 1 (0.25%) Online Betting
Job Titles
1 155 (38.18%) Data Scientist
2 132 (32.51%) Developer
3 47 (11.58%) Java Developer
4 19 (4.68%) C++ Developer
5 18 (4.43%) Python Developer
6 16 (3.94%) Analyst
6 16 (3.94%) Big Data Developer
7 14 (3.45%) Senior Developer
8 12 (2.96%) Software Engineer
9 10 (2.46%) Data Analyst
9 10 (2.46%) Graduate
10 9 (2.22%) Consultant
10 9 (2.22%) Architect
10 9 (2.22%) Graduate Developer
10 9 (2.22%) Data Manager
10 9 (2.22%) Graduate Java Developer
11 8 (1.97%) Business Intelligence Consultant
12 7 (1.72%) Junior
12 7 (1.72%) Business Consultant
12 7 (1.72%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 48 (11.82%) Natural Language Processing
2 32 (7.88%) CSS
3 31 (7.64%) HTML
3 31 (7.64%) Spring
4 24 (5.91%) RESTful
5 23 (5.67%) .NET
6 21 (5.17%) Web Services
6 21 (5.17%) XML
7 19 (4.68%) D3.js
8 18 (4.43%) AngularJS
9 17 (4.19%) Akka
9 17 (4.19%) Boost C++ Libraries
9 17 (4.19%) STL
10 15 (3.69%) Cascading
10 15 (3.69%) REST
11 14 (3.45%) HTML5
12 12 (2.96%) Pandas
13 9 (2.22%) Ajax
13 9 (2.22%) jQuery
13 9 (2.22%) Kafka
Miscellaneous
1 172 (42.36%) Algorithms
2 149 (36.70%) Mathematics
3 128 (31.53%) Computer Science
4 115 (28.33%) Statistics
5 71 (17.49%) Analytical Skills
6 61 (15.02%) Artificial Intelligence
7 48 (11.82%) Visualisation
8 47 (11.58%) Physics
9 36 (8.87%) Neural Network
10 24 (5.91%) Data Structures
11 16 (3.94%) Applied Mathematics
12 14 (3.45%) Foreign Exchange (FX)
13 13 (3.20%) Clustering
13 13 (3.20%) Social Media
13 13 (3.20%) Digital Media
13 13 (3.20%) Mobile App
14 11 (2.71%) User Experience
15 10 (2.46%) Mobile Payment
15 10 (2.46%) Economics
16 7 (1.72%) Smart Meter
Operating Systems
1 31 (7.64%) Linux
2 20 (4.93%) UNIX
3 7 (1.72%) Android
4 2 (0.49%) Apple iOS
4 2 (0.49%) Ubuntu
4 2 (0.49%) Debian
Processes & Methodologies
1 204 (50.25%) Analytics
2 119 (29.31%) Agile Software Development
3 67 (16.50%) TDD
4 58 (14.29%) Software Engineering
5 51 (12.56%) MapReduce
6 48 (11.82%) Statistical Modelling
7 47 (11.58%) Business Intelligence
8 42 (10.34%) Data Analysis
9 41 (10.10%) E-Commerce
10 37 (9.11%) Predictive Modelling
11 36 (8.87%) Data Modelling
11 36 (8.87%) OO
12 34 (8.37%) Predictive Analytics
12 34 (8.37%) Open Source
13 33 (8.13%) Bayesian Methods
14 29 (7.14%) Data Visualisation
15 27 (6.65%) Scrum
16 26 (6.40%) Statistical Analysis
17 23 (5.67%) Data Analytics
18 20 (4.93%) Multithreading
Programming Languages
1 196 (48.28%) Python
2 180 (44.33%) Java
3 150 (36.95%) R
4 149 (36.70%) SQL
5 69 (17.00%) C++
6 66 (16.26%) MATLAB
7 61 (15.02%) Scala
8 45 (11.08%) JavaScript
9 33 (8.13%) C#
10 24 (5.91%) Ruby
11 17 (4.19%) Perl
12 12 (2.96%) Clojure
13 9 (2.22%) C
14 8 (1.97%) Shell Script
15 4 (0.99%) Go
15 4 (0.99%) sed
15 4 (0.99%) AWK
15 4 (0.99%) PL/SQL
16 3 (0.74%) VB.NET
16 3 (0.74%) PHP
Qualifications
1 114 (28.08%) Degree
2 82 (20.20%) PhD
3 6 (1.48%) Microsoft Certification
4 2 (0.49%) PRINCE2 Certification
5 1 (0.25%) Postgraduate
Quality Assurance & Compliance
1 6 (1.48%) Data Quality
2 3 (0.74%) QA
3 1 (0.25%) SLA
System Software
1 5 (1.23%) Docker
2 1 (0.25%) HDFS
Systems Management
1 4 (0.99%) Opscode Chef
1 4 (0.99%) Puppet
2 2 (0.49%) Ansible
2 2 (0.49%) Vagrant
Vendors
1 34 (8.37%) Oracle
2 33 (8.13%) Tableau
3 19 (4.68%) Microsoft
4 16 (3.94%) Cloudera
5 12 (2.96%) IBM
6 10 (2.46%) Google
6 10 (2.46%) Teradata
7 9 (2.22%) Cognos
8 8 (1.97%) MicroStrategy
8 8 (1.97%) Informatica
8 8 (1.97%) SAP
9 5 (1.23%) Netezza
9 5 (1.23%) Splunk
10 4 (0.99%) Talend
10 4 (0.99%) Sybase
11 3 (0.74%) Atlassian
12 2 (0.49%) SaltStack
12 2 (0.49%) Vertica
12 2 (0.49%) Salesforce.com
13 1 (0.25%) Cognizant
London
Revolution Technology Ltd
Posted: 15 hours ago
London
Harris Global
Salary: £50000 - £80000 per annum + Bonus
Posted: 2 days ago
City, London
Harris Global
Salary: £50000.00 - £90000.00 per annum + Benifits + Bonus
Posted: 2 days ago
City, London
Client Server
Salary: £55k to £70k + benefits
Posted: 3 days ago
London
CLIENT SERVER
Salary: £55k to £70k + benefits
Posted: 3 days ago
London
Big Wednesday Digital Ltd
Posted: 3 days ago
London
Computer Futures
Salary: competitive
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £57,000
Posted: 3 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 3 days ago
London
Experis Ltd
Salary: £80000 - £140000 per annum + excellent benefits
Posted: 4 days ago
London
First Point
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago
Central London / West End
Client Server
Salary: £75k to £85k + options + benefits
Posted: 4 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £40k to £50k + share options
Posted: 5 days ago
London
Propel London Ltd
Posted: 6 days ago
London
Salt
Salary: £85000 - £100000 per annum + Excellent Benefits & Bonus
Posted: 6 days ago
London
Burns Sheehan
Salary: £65000 - £75000 per annum + Benefits
Posted: 6 days ago
London
Senitor Associates
Salary: £40000 - £70000 per annum
Posted: 6 days ago
London
Arrows Group
Salary: £60000 - £80000.00 per annum + stocks, bonus, package
Posted: 7 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 26 days ago
London
Lloyds Banking Group
Posted: 28 days ago