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 29 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 May 2015
Same period 2014 Same period 2013
Machine Learning
Rank 433 527 571
Rank change year-on-year
+94 +44
Permanent jobs citing Machine Learning 191 144 61
As % of all permanent IT jobs located in London 0.45% 0.29% 0.14%
As % of the Processes & Methodologies category 0.52% 0.35% 0.16%
Number of salaries quoted 179 138 47
Average salary £62,500 £52,500 £62,500
Average salary % change year-on-year
+19.04% -16.00%
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £100,000 £80,000 £77,500
UK excluding London average salary £52,500 £42,500 £50,000
% change year-on-year
+23.52% -15.00%
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
36613 41581 37036
As % of all permanent IT jobs located in London 85.48% 84.63% 83.83%
Number of salaries quoted 30634 34514 30851
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £37,500 £37,500 £36,500
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 29 May 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 29 May 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 +47 15 £62,500 - 7
Surbiton - 8 £36,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 29 May 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.

1 178 (52.98%) Python
2 169 (50.30%) Analytics
3 166 (49.40%) Algorithms
4 163 (48.51%) Big Data
5 153 (45.54%) Computer Science
6 134 (39.88%) Java
7 120 (35.71%) Mathematics
8 118 (35.12%) R
9 117 (34.82%) Hadoop
10 106 (31.55%) SQL
10 106 (31.55%) Degree
11 105 (31.25%) PhD
12 90 (26.79%) Statistics
13 83 (24.70%) NoSQL
14 81 (24.11%) Finance
15 73 (21.73%) Artificial Intelligence
16 71 (21.13%) Agile Software Development
16 71 (21.13%) C++
17 69 (20.54%) Data Mining
18 57 (16.96%) Statistical Modelling
19 55 (16.37%) Natural Language Processing
20 50 (14.88%) Predictive Analytics
21 49 (14.58%) MATLAB
22 46 (13.69%) Software Engineering
23 42 (12.50%) Scala
23 42 (12.50%) OO
24 41 (12.20%) Business Intelligence
24 41 (12.20%) Analytical Skills
25 39 (11.61%) C#
26 38 (11.31%) MongoDB

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 29 May 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 34 (10.12%) SAS
2 33 (9.82%) Apache Spark
3 23 (6.85%) Apache Pig
4 19 (5.65%) Elasticsearch
5 9 (2.68%) Apache Solr
6 8 (2.38%) Node.js
7 3 (0.89%) CMS
7 3 (0.89%) SharePoint
7 3 (0.89%) Tomcat
8 1 (0.30%) SharePoint Server
8 1 (0.30%) GlassFish
8 1 (0.30%) WordPress
8 1 (0.30%) Apache
Applications
1 8 (2.38%) Weka
2 5 (1.49%) SPSS
3 4 (1.19%) Stata
4 2 (0.60%) MS Office
4 2 (0.60%) Mathematica
5 1 (0.30%) CPLEX
5 1 (0.30%) GNU Octave
5 1 (0.30%) Gephi
Cloud Services
1 23 (6.85%) Amazon AWS
2 5 (1.49%) Google Analytics
2 5 (1.49%) Microsoft Azure
3 2 (0.60%) SaaS
4 1 (0.30%) Cloud Computing
4 1 (0.30%) Google Cloud Platform
4 1 (0.30%) Azure Machine Learning
Communications & Networking
1 10 (2.98%) HTTP
2 3 (0.89%) TCP/IP
Database & Business Intelligence
1 163 (48.51%) Big Data
2 117 (34.82%) Hadoop
3 83 (24.70%) NoSQL
4 69 (20.54%) Data Mining
5 38 (11.31%) MongoDB
6 34 (10.12%) Apache Hive
7 22 (6.55%) MySQL
8 19 (5.65%) Apache Cassandra
9 15 (4.46%) Text Mining
10 14 (4.17%) SQL Server
11 12 (3.57%) Mahout
12 11 (3.27%) HBase
13 8 (2.38%) PostgreSQL
14 7 (2.08%) Data Warehouse
15 5 (1.49%) QlikView
15 5 (1.49%) Redis
16 4 (1.19%) Amazon Redshift
16 4 (1.19%) HDInsight
16 4 (1.19%) SQL Server Analysis Services
16 4 (1.19%) SAS Enterprise Miner
Development Applications
1 6 (1.79%) Maven
2 4 (1.19%) Git (software)
3 3 (0.89%) JMeter
3 3 (0.89%) JUnit
4 1 (0.30%) Talend Open Studio
General
1 81 (24.11%) Finance
2 22 (6.55%) Marketing
3 16 (4.76%) Retail
4 14 (4.17%) Games
5 11 (3.27%) Pharmaceutical
6 5 (1.49%) Law
7 4 (1.19%) Publishing
7 4 (1.19%) Banking
8 2 (0.60%) Advertising
8 2 (0.60%) Telecoms
8 2 (0.60%) French Language
8 2 (0.60%) German Language
9 1 (0.30%) Online Betting
9 1 (0.30%) Electronics
Job Titles
1 143 (42.56%) Data Scientist
2 113 (33.63%) Developer
3 48 (14.29%) Java Developer
4 19 (5.65%) C++ Developer
5 12 (3.57%) Software Engineer
6 11 (3.27%) Python Developer
6 11 (3.27%) Senior Developer
6 11 (3.27%) Quantitative Developer
7 9 (2.68%) Research Scientist
8 8 (2.38%) Analyst
9 7 (2.08%) Junior
9 7 (2.08%) Android Developer
10 6 (1.79%) Consultant
10 6 (1.79%) JavaScript Developer
11 5 (1.49%) Data Analyst
11 5 (1.49%) Senior Java Developer
11 5 (1.49%) C# Developer
11 5 (1.49%) Architect
12 4 (1.19%) C# .NET Developer
12 4 (1.19%) Product Owner
Libraries, Frameworks & Software Standards
1 55 (16.37%) Natural Language Processing
2 23 (6.85%) Boost C++ Libraries
2 23 (6.85%) STL
3 19 (5.65%) Web Services
4 18 (5.36%) CSS
5 17 (5.06%) HTML
6 15 (4.46%) Spring
6 15 (4.46%) .NET
6 15 (4.46%) D3.js
7 14 (4.17%) Pandas
8 13 (3.87%) HTML5
9 12 (3.57%) Java EE
10 11 (3.27%) XML
11 10 (2.98%) REST
11 10 (2.98%) scikit-learn
11 10 (2.98%) jQuery
12 9 (2.68%) AngularJS
13 8 (2.38%) RESTful
13 8 (2.38%) Ajax
14 7 (2.08%) WPF
Miscellaneous
1 166 (49.40%) Algorithms
2 153 (45.54%) Computer Science
3 120 (35.71%) Mathematics
4 90 (26.79%) Statistics
5 73 (21.73%) Artificial Intelligence
6 41 (12.20%) Analytical Skills
7 36 (10.71%) Data Structures
8 32 (9.52%) Visualisation
9 30 (8.93%) Physics
10 26 (7.74%) Neural Network
11 23 (6.85%) Social Media
12 19 (5.65%) Applied Mathematics
12 19 (5.65%) Clustering
13 17 (5.06%) Mobile App
14 10 (2.98%) Digital Media
14 10 (2.98%) Hedge funds
15 8 (2.38%) Smart Meter
16 6 (1.79%) User Experience
17 5 (1.49%) Economics
17 5 (1.49%) Foreign Exchange (FX)
Operating Systems
1 18 (5.36%) Linux
2 17 (5.06%) Android
3 9 (2.68%) Windows
3 9 (2.68%) Apple iOS
4 8 (2.38%) UNIX
5 2 (0.60%) Windows 7
Processes & Methodologies
1 169 (50.30%) Analytics
2 71 (21.13%) Agile Software Development
3 57 (16.96%) Statistical Modelling
4 50 (14.88%) Predictive Analytics
5 46 (13.69%) Software Engineering
6 42 (12.50%) OO
7 41 (12.20%) Business Intelligence
8 28 (8.33%) Bayesian Methods
8 28 (8.33%) MapReduce
9 27 (8.04%) Open Source
10 26 (7.74%) Predictive Modelling
11 25 (7.44%) TDD
12 24 (7.14%) Multithreading
13 21 (6.25%) Statistical Analysis
13 21 (6.25%) Data Analysis
14 19 (5.65%) Risk Analysis
14 19 (5.65%) E-Commerce
15 15 (4.46%) Data Analytics
16 14 (4.17%) Deep Learning
16 14 (4.17%) Android Development
Programming Languages
1 178 (52.98%) Python
2 134 (39.88%) Java
3 118 (35.12%) R
4 106 (31.55%) SQL
5 71 (21.13%) C++
6 49 (14.58%) MATLAB
7 42 (12.50%) Scala
8 39 (11.61%) C#
9 33 (9.82%) JavaScript
10 29 (8.63%) Ruby
11 17 (5.06%) Clojure
12 9 (2.68%) C
13 5 (1.49%) Haskell
13 5 (1.49%) Perl
14 4 (1.19%) Go
15 3 (0.89%) Objective-C
16 2 (0.60%) F#
16 2 (0.60%) Erlang
17 1 (0.30%) SPARQL
17 1 (0.30%) Bash Shell
Qualifications
1 106 (31.55%) Degree
2 105 (31.25%) PhD
3 3 (0.89%) Microsoft Certification
4 1 (0.30%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (0.89%) Data Quality
2 1 (0.30%) SLA
System Software
1 1 (0.30%) Docker
1 1 (0.30%) HDFS
Vendors
1 13 (3.87%) Google
1 13 (3.87%) Microsoft
1 13 (3.87%) Tableau
2 12 (3.57%) Oracle
3 5 (1.49%) IBM
4 4 (1.19%) Cognos
5 3 (0.89%) MicroStrategy
5 3 (0.89%) Informatica
5 3 (0.89%) SAP
5 3 (0.89%) Business Objects
5 3 (0.89%) Cloudera
5 3 (0.89%) Splunk
6 2 (0.60%) Facebook
6 2 (0.60%) Sybase
6 2 (0.60%) Apple
7 1 (0.30%) Netezza
7 1 (0.30%) Atlassian
7 1 (0.30%) Talend
City of London
Harrington Starr
Salary: £30000 - £50000 per annum + share options scheme
Posted: 13 hours ago
London
Hays Finance Technology
Salary: £75000.00 - £130000.00 per annum
Posted: Yesterday
London
HAYS INFORMATION TECHNOLOGY
Salary: £95000.00 - £115000.00 per annum + bonus and benefits
Posted: Yesterday
Central London / West End
Intelletec
Salary: From £55,000 to £65,000 per annum plus exceptional benefits
Posted: Yesterday
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 2 days ago
London
ANSON MCCADE
Salary: £40,000 to £57,500
Posted: 2 days ago
City, London
Burns Sheehan
Salary: £80000 - £90000 per annum
Posted: 3 days ago
London
Client Server
Salary: £50k to £60k + benefits
Posted: 3 days ago
London
Purple Consultancy
Salary: £50000 - £55000 per annum
Posted: 3 days ago
London
CLIENT SERVER
Salary: £50k to £60k + bonus + benefits
Posted: 3 days ago
City, London
Burns Sheehan
Salary: £65000 - £75000 per annum
Posted: 4 days ago
City, London
Harrington Starr
Salary: £45000 - £70000 per annum
Posted: 5 days ago
London
NFP Group Ltd
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 days ago
London
NFP Group Ltd
Salary: £75000 per annum + BENEFITS
Posted: 7 days ago
London
Hays IT - Uk Posting account
Salary: £20000.00 - £45000.00 per annum
Posted: 9 days ago
London
Hays IT - Uk Posting account
Salary: £75000.00 - £130000.00 per annum
Posted: 10 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £40,000 to £65,000 per annum + 29 days + share ops scheme + pensi
Posted: 11 days ago
London
NFP Group Ltd
Salary: £25000 - £30000 per annum + Bonus + Benefits
Posted: 15 days ago
London
NFP Group Ltd
Salary: £25000 - £30000 per annum + Bonus + Benefits
Posted: 15 days ago
London
NFP Group Ltd
Salary: £50000 - £60000 per annum
Posted: 15 days ago