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

Location
3 months to
2 Jul 2015
Same period 2014 Same period 2013
Machine Learning
Rank 425 540 582
Rank change year-on-year
+115 +42
Permanent jobs citing Machine Learning 209 119 41
As % of all permanent IT jobs located in London 0.48% 0.24% 0.092%
As % of the Processes & Methodologies category 0.56% 0.28% 0.11%
Number of salaries quoted 190 112 30
Average salary £60,000 £55,000 £61,250
Average salary % change year-on-year
+9.09% -10.20%
90% offered a salary of more than £36,000 £42,500 £40,000
10% offered a salary of more than £100,000 £74,750 £77,500
UK excluding London average salary £50,000 £40,000 £50,000
% change year-on-year
+25.00% -20.00%
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
37540 42154 37300
As % of all permanent IT jobs located in London 85.41% 84.78% 83.92%
Number of salaries quoted 31511 35069 31037
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 £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 2 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 2 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 +66 21 £60,000 -9.43% 5
Surbiton - 8 £36,000 - 2
Isleworth - 1 - -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 2 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.

1 192 (52.17%) Analytics
2 189 (51.36%) Python
3 179 (48.64%) Big Data
4 174 (47.28%) Algorithms
5 151 (41.03%) Java
6 147 (39.95%) Computer Science
7 141 (38.32%) Mathematics
8 138 (37.50%) Hadoop
9 137 (37.23%) R
10 136 (36.96%) SQL
11 124 (33.70%) Degree
12 110 (29.89%) Statistics
13 99 (26.90%) PhD
14 95 (25.82%) NoSQL
15 84 (22.83%) Finance
16 78 (21.20%) Agile Software Development
17 76 (20.65%) Data Mining
18 73 (19.84%) Artificial Intelligence
19 68 (18.48%) C++
20 61 (16.58%) MATLAB
21 59 (16.03%) Statistical Modelling
22 58 (15.76%) Natural Language Processing
23 51 (13.86%) Scala
23 51 (13.86%) Analytical Skills
24 47 (12.77%) SAS
25 46 (12.50%) Business Intelligence
25 46 (12.50%) Software Engineering
25 46 (12.50%) Predictive Analytics
26 44 (11.96%) Visualisation
26 44 (11.96%) Apache Hive

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 2 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 47 (12.77%) SAS
2 43 (11.68%) Apache Spark
3 26 (7.07%) Apache Pig
4 24 (6.52%) Elasticsearch
5 19 (5.16%) Apache Solr
6 9 (2.45%) Node.js
7 7 (1.90%) Apache
8 4 (1.09%) Tomcat
9 3 (0.82%) SharePoint
10 2 (0.54%) CMS
10 2 (0.54%) IPython
11 1 (0.27%) SharePoint Server
11 1 (0.27%) GlassFish
11 1 (0.27%) WordPress
Applications
1 9 (2.45%) Weka
2 7 (1.90%) SPSS
3 4 (1.09%) Mathematica
4 3 (0.82%) CPLEX
4 3 (0.82%) Stata
4 3 (0.82%) MS Office
4 3 (0.82%) MS Excel
5 2 (0.54%) GNU Octave
6 1 (0.27%) Gephi
Cloud Services
1 21 (5.71%) Amazon AWS
2 6 (1.63%) Google Analytics
3 5 (1.36%) Microsoft Azure
4 2 (0.54%) SaaS
5 1 (0.27%) Azure Machine Learning
Communications & Networking
1 11 (2.99%) HTTP
2 2 (0.54%) TCP/IP
2 2 (0.54%) Internet
Database & Business Intelligence
1 179 (48.64%) Big Data
2 138 (37.50%) Hadoop
3 95 (25.82%) NoSQL
4 76 (20.65%) Data Mining
5 44 (11.96%) Apache Hive
6 38 (10.33%) MongoDB
7 24 (6.52%) Apache Cassandra
8 21 (5.71%) MySQL
9 16 (4.35%) SQL Server
9 16 (4.35%) HBase
10 15 (4.08%) Text Mining
11 11 (2.99%) Mahout
12 9 (2.45%) Relational Database
12 9 (2.45%) QlikView
13 8 (2.17%) RDBMS
14 7 (1.90%) BusinessObjects
14 7 (1.90%) Data Warehouse
14 7 (1.90%) SQL Server Integration Services
15 6 (1.63%) PostgreSQL
16 5 (1.36%) Amazon Redshift
Development Applications
1 9 (2.45%) Maven
2 6 (1.63%) Git (software)
3 4 (1.09%) JUnit
3 4 (1.09%) JMeter
4 3 (0.82%) Talend Open Studio
General
1 84 (22.83%) Finance
2 23 (6.25%) Marketing
3 20 (5.43%) Retail
4 18 (4.89%) Games
5 11 (2.99%) Pharmaceutical
6 10 (2.72%) Law
7 5 (1.36%) Publishing
8 4 (1.09%) Banking
9 3 (0.82%) Legal
10 2 (0.54%) Advertising
10 2 (0.54%) Telecoms
11 1 (0.27%) Electronics
11 1 (0.27%) Online Betting
Job Titles
1 163 (44.29%) Data Scientist
2 111 (30.16%) Developer
3 46 (12.50%) Java Developer
4 18 (4.89%) C++ Developer
5 14 (3.80%) Analyst
6 12 (3.26%) Senior Developer
7 10 (2.72%) Graduate
7 10 (2.72%) Software Engineer
8 9 (2.45%) Junior
8 9 (2.45%) Data Analyst
8 9 (2.45%) Graduate Developer
8 9 (2.45%) Graduate Java Developer
9 8 (2.17%) Python Developer
9 8 (2.17%) Research Scientist
10 7 (1.90%) Android Developer
10 7 (1.90%) JavaScript Developer
10 7 (1.90%) Architect
11 6 (1.63%) Consultant
11 6 (1.63%) Senior Java Developer
12 5 (1.36%) C# Developer
Libraries, Frameworks & Software Standards
1 58 (15.76%) Natural Language Processing
2 24 (6.52%) CSS
3 23 (6.25%) HTML
4 22 (5.98%) STL
4 22 (5.98%) Boost C++ Libraries
5 18 (4.89%) Web Services
5 18 (4.89%) Spring
6 17 (4.62%) D3.js
7 16 (4.35%) .NET
8 15 (4.08%) HTML5
9 14 (3.80%) RESTful
10 12 (3.26%) REST
10 12 (3.26%) XML
10 12 (3.26%) Pandas
11 11 (2.99%) jQuery
12 10 (2.72%) AngularJS
12 10 (2.72%) scikit-learn
13 8 (2.17%) CSS3
13 8 (2.17%) Ajax
13 8 (2.17%) Java EE
Miscellaneous
1 174 (47.28%) Algorithms
2 147 (39.95%) Computer Science
3 141 (38.32%) Mathematics
4 110 (29.89%) Statistics
5 73 (19.84%) Artificial Intelligence
6 51 (13.86%) Analytical Skills
7 44 (11.96%) Visualisation
8 36 (9.78%) Physics
9 33 (8.97%) Data Structures
10 27 (7.34%) Neural Network
11 22 (5.98%) Applied Mathematics
12 20 (5.43%) Social Media
13 18 (4.89%) Clustering
14 15 (4.08%) Mobile App
15 12 (3.26%) Digital Media
16 10 (2.72%) Economics
17 8 (2.17%) Smart Meter
18 7 (1.90%) Mobile Payment
18 7 (1.90%) Foreign Exchange (FX)
19 4 (1.09%) Smartphone
Operating Systems
1 21 (5.71%) Linux
2 16 (4.35%) Android
3 9 (2.45%) UNIX
4 7 (1.90%) Apple iOS
5 3 (0.82%) Windows
Processes & Methodologies
1 192 (52.17%) Analytics
2 78 (21.20%) Agile Software Development
3 59 (16.03%) Statistical Modelling
4 46 (12.50%) Software Engineering
4 46 (12.50%) Business Intelligence
4 46 (12.50%) Predictive Analytics
5 41 (11.14%) OO
6 39 (10.60%) TDD
7 35 (9.51%) Predictive Modelling
8 34 (9.24%) MapReduce
9 31 (8.42%) Bayesian Methods
10 27 (7.34%) Open Source
10 27 (7.34%) Data Analysis
11 26 (7.07%) E-Commerce
12 24 (6.52%) Statistical Analysis
13 23 (6.25%) Multithreading
14 20 (5.43%) Data Visualisation
15 19 (5.16%) Data Modelling
16 18 (4.89%) Risk Analysis
16 18 (4.89%) Data Analytics
Programming Languages
1 189 (51.36%) Python
2 151 (41.03%) Java
3 137 (37.23%) R
4 136 (36.96%) SQL
5 68 (18.48%) C++
6 61 (16.58%) MATLAB
7 51 (13.86%) Scala
8 35 (9.51%) JavaScript
9 31 (8.42%) C#
9 31 (8.42%) Ruby
10 19 (5.16%) Clojure
11 10 (2.72%) Perl
12 8 (2.17%) C
13 4 (1.09%) Go
14 3 (0.82%) Bash Shell
14 3 (0.82%) sed
14 3 (0.82%) VB.NET
14 3 (0.82%) Haskell
14 3 (0.82%) AWK
15 2 (0.54%) Objective-C
Qualifications
1 124 (33.70%) Degree
2 99 (26.90%) PhD
3 3 (0.82%) Microsoft Certification
4 2 (0.54%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (1.09%) Data Quality
2 1 (0.27%) SLA
System Software
1 1 (0.27%) Docker
1 1 (0.27%) HDFS
Vendors
1 19 (5.16%) Tableau
2 18 (4.89%) Oracle
3 12 (3.26%) Microsoft
3 12 (3.26%) Google
4 8 (2.17%) Cognos
5 7 (1.90%) Business Objects
5 7 (1.90%) SAP
5 7 (1.90%) Informatica
5 7 (1.90%) MicroStrategy
5 7 (1.90%) Cloudera
6 6 (1.63%) IBM
7 4 (1.09%) Netezza
8 3 (0.82%) Splunk
8 3 (0.82%) Talend
9 2 (0.54%) Apple
9 2 (0.54%) Sybase
10 1 (0.27%) Cognizant
10 1 (0.27%) Teradata
10 1 (0.27%) Atlassian
10 1 (0.27%) Facebook
London
Purple Consultancy
Salary: £50000 - £55000 per annum
Posted: 8 hours ago
London
ARC IT Recruitment
Salary: Competitive
Posted: 20 hours ago
London
Client Server
Salary: £50k to £60k + benefits
Posted: Yesterday
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: Yesterday
London
Oho Group Ltd.
Salary: £28000 - £35000 per annum, Benefits Bonus, Healthcare, Pension, Traini
Posted: Yesterday
London
Purple Consultancy
Salary: £65000 - £70000 per annum
Posted: Yesterday
London
Salt
Salary: £60000 - £80000 per annum + Bonus
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £35,000 - £57,000
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 to £57,500
Posted: 3 days ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £95000.00 - £115000.00 per annum + bonus and benefits
Posted: 3 days ago
City, London
TEKsystems
Salary: £55000 - £85000 per annum + benefits
Posted: 3 days ago
Surbiton, Surrey
Understanding Recruitment
Salary: £55000 - £65000 per annum + be - equity, pens, health
Posted: 4 days ago
Surbiton, Surrey
Understanding Recruitment
Salary: £45000 - £50000 per annum + be - bonus, share options, pens
Posted: 4 days ago
City, London
Harrington Starr
Salary: £60000 - £65000 per annum + Benefits + Bonus
Posted: 5 days ago
City, London
Bond Mckenzie
Salary: From £55,000 to £75,000 per annum PLUS BONUS AND BENEFITS
Posted: 6 days ago
London
ARC IT Recruitment Ltd
Posted: 6 days ago
London
Opus Recruitment Solutions Ltd
Salary: £35000 - £50000 per annum
Posted: 6 days ago
London
Big Wednesday Digital Ltd
Posted: 6 days ago
London
EY
Salary: Competitive
Posted: 21 days ago
London
EY
Salary: Competitive
Posted: 21 days ago