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 28 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Jul 2015
Same period 2014 Same period 2013
Machine Learning
Rank 429 529 577
Rank change year-on-year
+100 +48
Permanent jobs citing Machine Learning 216 122 42
As % of all permanent IT jobs located in London 0.49% 0.25% 0.095%
As % of the Processes & Methodologies category 0.57% 0.30% 0.11%
Number of salaries quoted 199 109 29
Average salary £60,000 £57,500 £58,750
Average salary % change year-on-year
+4.34% -2.12%
90% offered a salary of more than £37,200 £42,500 £40,000
10% offered a salary of more than £100,000 £72,500 £75,250
UK excluding London average salary £45,500 £37,500 £46,250
% change year-on-year
+21.33% -18.91%
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
37934 41170 37203
As % of all permanent IT jobs located in London 85.43% 84.70% 84.00%
Number of salaries quoted 31806 34199 30717
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 £82,500 £80,000 £80,000
UK excluding London average salary £44,500 £42,500 £41,000
% change year-on-year
+4.70% +3.65%

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 28 July 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 28 July 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 +29 30 £60,000 -14.28% 5
Surbiton - 11 £47,500 -
Isleworth - 3 - - 1
Brentford - 1 £65,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 28 July 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.

1 196 (50.91%) Analytics
2 187 (48.57%) Big Data
3 186 (48.31%) Python
4 174 (45.19%) Algorithms
5 163 (42.34%) Java
6 149 (38.70%) Hadoop
7 142 (36.88%) R
7 142 (36.88%) Mathematics
8 141 (36.62%) Computer Science
9 135 (35.06%) SQL
10 130 (33.77%) Degree
11 108 (28.05%) Statistics
12 104 (27.01%) NoSQL
13 97 (25.19%) Agile Software Development
14 90 (23.38%) PhD
15 84 (21.82%) Finance
16 78 (20.26%) Data Mining
17 66 (17.14%) C++
17 66 (17.14%) MATLAB
18 65 (16.88%) Artificial Intelligence
19 59 (15.32%) Analytical Skills
20 58 (15.06%) Natural Language Processing
21 57 (14.81%) Scala
22 55 (14.29%) Apache Hive
23 54 (14.03%) Software Engineering
24 52 (13.51%) TDD
25 50 (12.99%) Statistical Modelling
25 50 (12.99%) Apache Spark
26 46 (11.95%) SAS
26 46 (11.95%) Business Intelligence

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 28 July 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 50 (12.99%) Apache Spark
2 46 (11.95%) SAS
3 30 (7.79%) Apache Pig
4 28 (7.27%) Elasticsearch
5 26 (6.75%) Apache Solr
6 9 (2.34%) Node.js
7 8 (2.08%) Apache
8 6 (1.56%) SharePoint
9 4 (1.04%) Tomcat
10 2 (0.52%) IPython
11 1 (0.26%) SharePoint Server
11 1 (0.26%) GlassFish
11 1 (0.26%) WordPress
Applications
1 9 (2.34%) SPSS
2 8 (2.08%) Weka
3 6 (1.56%) Mathematica
4 4 (1.04%) CPLEX
5 3 (0.78%) MS Office
5 3 (0.78%) MS Excel
6 2 (0.52%) Stata
6 2 (0.52%) GNU Octave
7 1 (0.26%) Gephi
Cloud Services
1 20 (5.19%) Amazon AWS
2 9 (2.34%) Microsoft Azure
3 4 (1.04%) Google Analytics
4 1 (0.26%) Amazon EMR
4 1 (0.26%) IaaS
4 1 (0.26%) SaaS
4 1 (0.26%) Azure Machine Learning
Communications & Networking
1 10 (2.60%) HTTP
2 3 (0.78%) Internet
3 1 (0.26%) Wireless
Database & Business Intelligence
1 187 (48.57%) Big Data
2 149 (38.70%) Hadoop
3 104 (27.01%) NoSQL
4 78 (20.26%) Data Mining
5 55 (14.29%) Apache Hive
6 42 (10.91%) MongoDB
7 37 (9.61%) Apache Cassandra
8 23 (5.97%) MySQL
9 21 (5.45%) SQL Server
10 20 (5.19%) HBase
11 15 (3.90%) Relational Database
11 15 (3.90%) Text Mining
12 13 (3.38%) RDBMS
12 13 (3.38%) Data Warehouse
13 12 (3.12%) QlikView
14 10 (2.60%) SQL Server Integration Services
15 9 (2.34%) Mahout
16 8 (2.08%) BusinessObjects
16 8 (2.08%) SQL Server Analysis Services
16 8 (2.08%) HDInsight
Development Applications
1 11 (2.86%) Maven
2 8 (2.08%) Git (software)
3 4 (1.04%) JUnit
3 4 (1.04%) JMeter
3 4 (1.04%) Talend Open Studio
4 1 (0.26%) Jenkins
General
1 84 (21.82%) Finance
2 23 (5.97%) Retail
3 20 (5.19%) Marketing
4 18 (4.68%) Games
5 10 (2.60%) Pharmaceutical
5 10 (2.60%) Law
6 6 (1.56%) Publishing
7 5 (1.30%) Banking
8 4 (1.04%) Legal
9 3 (0.78%) Telecoms
10 2 (0.52%) Advertising
11 1 (0.26%) Online Betting
11 1 (0.26%) Electronics
11 1 (0.26%) Front Office
Job Titles
1 162 (42.08%) Data Scientist
2 121 (31.43%) Developer
3 44 (11.43%) Java Developer
4 18 (4.68%) C++ Developer
5 15 (3.90%) Analyst
6 13 (3.38%) Software Engineer
7 12 (3.12%) Senior Developer
7 12 (3.12%) Python Developer
8 10 (2.60%) Graduate
8 10 (2.60%) Consultant
8 10 (2.60%) Data Analyst
9 9 (2.34%) Big Data Developer
9 9 (2.34%) Graduate Developer
9 9 (2.34%) Graduate Java Developer
10 8 (2.08%) Junior
10 8 (2.08%) Architect
10 8 (2.08%) Research Scientist
11 7 (1.82%) Android Developer
11 7 (1.82%) JavaScript Developer
11 7 (1.82%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 58 (15.06%) Natural Language Processing
2 26 (6.75%) Spring
3 25 (6.49%) CSS
4 24 (6.23%) HTML
5 21 (5.45%) .NET
5 21 (5.45%) STL
5 21 (5.45%) Boost C++ Libraries
6 20 (5.19%) D3.js
7 19 (4.94%) RESTful
8 18 (4.68%) XML
9 15 (3.90%) HTML5
9 15 (3.90%) Web Services
10 13 (3.38%) REST
10 13 (3.38%) Pandas
11 12 (3.12%) AngularJS
11 12 (3.12%) Akka
12 11 (2.86%) Cascading
12 11 (2.86%) jQuery
13 10 (2.60%) scikit-learn
14 8 (2.08%) CSS3
Miscellaneous
1 174 (45.19%) Algorithms
2 142 (36.88%) Mathematics
3 141 (36.62%) Computer Science
4 108 (28.05%) Statistics
5 65 (16.88%) Artificial Intelligence
6 59 (15.32%) Analytical Skills
7 45 (11.69%) Visualisation
8 38 (9.87%) Physics
9 30 (7.79%) Data Structures
10 28 (7.27%) Neural Network
11 18 (4.68%) Applied Mathematics
12 17 (4.42%) Clustering
12 17 (4.42%) Social Media
13 14 (3.64%) Mobile App
14 13 (3.38%) Digital Media
15 11 (2.86%) Economics
16 10 (2.60%) Foreign Exchange (FX)
17 9 (2.34%) Mobile Payment
18 8 (2.08%) Smart Meter
19 6 (1.56%) User Experience
Operating Systems
1 21 (5.45%) Linux
2 13 (3.38%) Android
3 11 (2.86%) UNIX
4 5 (1.30%) Apple iOS
Processes & Methodologies
1 196 (50.91%) Analytics
2 97 (25.19%) Agile Software Development
3 54 (14.03%) Software Engineering
4 52 (13.51%) TDD
5 50 (12.99%) Statistical Modelling
6 46 (11.95%) Business Intelligence
7 43 (11.17%) Predictive Analytics
8 39 (10.13%) MapReduce
9 37 (9.61%) OO
10 36 (9.35%) Predictive Modelling
11 32 (8.31%) Data Analysis
11 32 (8.31%) Bayesian Methods
12 31 (8.05%) Open Source
13 28 (7.27%) E-Commerce
13 28 (7.27%) Data Modelling
14 25 (6.49%) Data Visualisation
14 25 (6.49%) Statistical Analysis
15 22 (5.71%) Multithreading
16 21 (5.45%) Data Analytics
17 20 (5.19%) Scrum
Programming Languages
1 186 (48.31%) Python
2 163 (42.34%) Java
3 142 (36.88%) R
4 135 (35.06%) SQL
5 66 (17.14%) C++
5 66 (17.14%) MATLAB
6 57 (14.81%) Scala
7 33 (8.57%) JavaScript
8 31 (8.05%) Ruby
9 30 (7.79%) C#
10 20 (5.19%) Clojure
11 13 (3.38%) Perl
12 7 (1.82%) C
13 5 (1.30%) sed
13 5 (1.30%) AWK
14 4 (1.04%) Go
15 3 (0.78%) Bash Shell
15 3 (0.78%) Haskell
15 3 (0.78%) Shell Script
15 3 (0.78%) VB.NET
Qualifications
1 130 (33.77%) Degree
2 90 (23.38%) PhD
3 5 (1.30%) Microsoft Certification
4 2 (0.52%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (1.04%) Data Quality
2 1 (0.26%) QA
2 1 (0.26%) SLA
System Software
1 3 (0.78%) Docker
2 1 (0.26%) HDFS
Systems Management
1 2 (0.52%) Vagrant
Vendors
1 24 (6.23%) Tableau
2 23 (5.97%) Oracle
3 15 (3.90%) Microsoft
4 9 (2.34%) Cloudera
4 9 (2.34%) Google
4 9 (2.34%) Cognos
5 8 (2.08%) MicroStrategy
5 8 (2.08%) Informatica
5 8 (2.08%) SAP
6 6 (1.56%) IBM
7 5 (1.30%) Netezza
8 4 (1.04%) Talend
9 3 (0.78%) Splunk
10 2 (0.52%) Apple
10 2 (0.52%) Sybase
10 2 (0.52%) Teradata
10 2 (0.52%) Vertica
11 1 (0.26%) Alteryx
11 1 (0.26%) Facebook
11 1 (0.26%) Atlassian
London
Client Server
Salary: £45000 - £60000 per annum + benefits
Posted: 4 hours ago
London
Experis Ltd
Salary: £80000 - £140000 per annum + excellent benefits
Posted: 5 hours ago
London
Propel London Ltd
Posted: 5 hours ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £57,000
Posted: 5 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £95000 per annum
Posted: 13 hours ago
London
Explore Recruitment Solutions
Salary: £35000 - £40000 per annum
Posted: Yesterday
London
Montash
Salary: £70000 - £80000 per annum + Car + Bonus
Posted: Yesterday
London
Harrington Starr
Salary: £75000 - £95000 per annum + Benefits + Bonus
Posted: 2 days ago
London
Harrington Starr
Salary: £100000 - £150000 per annum + Benefits + Bonus
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: 4 days ago
East London
Digital Gurus
Salary: £30000 - £40000 Per Annum
Posted: 4 days ago
East London
Digital Gurus
Salary: £45000 - £50000 Per Annum
Posted: 4 days ago
Isleworth, Middlesex
Opus Resourcing Ltd
Salary: £55000 - £65000 per annum + Generous Bens + Bonus
Posted: 4 days ago
London
Senitor Associates
Salary: £40000 - £70000 per annum
Posted: 5 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 5 days ago
City, London
Networking People
Salary: 30% Bonus, Healthcare, Holidays
Posted: 6 days ago
London
ASOS
Salary: Competitive plus benefits
Posted: 6 days ago
City of London
The People Network
Salary: £55000 - £70000 per annum + Bonus (up to 25%), Pension, Health
Posted: 7 days ago
London
CLIENT SERVER
Salary: £50k to £60k + benefits
Posted: 7 days ago
London
Hays IT - Uk Posting account
Salary: £95000.00 - £115000.00 per annum + bonus and benefits
Posted: 8 days ago