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

Location
3 months to
24 Apr 2015
Same period 2014 Same period 2013
Machine Learning
Rank 461 492 536
Rank change year-on-year
+31 +44
Permanent jobs citing Machine Learning 168 169 91
As % of all permanent IT jobs located in London 0.38% 0.34% 0.20%
As % of the Processes & Methodologies category 0.45% 0.41% 0.24%
Number of salaries quoted 154 164 72
Average salary £62,500 £57,500 £62,500
Average salary % change year-on-year
+8.69% -8.00%
90% offered a salary of more than £40,000 £40,000 £42,500
10% offered a salary of more than £80,000 £80,000 £75,000
UK excluding London average salary £43,750 £42,500 £38,000
% change year-on-year
+2.94% +11.84%
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
37718 41209 38006
As % of all permanent IT jobs located in London 84.72% 83.70% 82.89%
Number of salaries quoted 31453 33760 31705
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 £37,500
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 24 April 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 24 April 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 +40 14 £52,500 -14.28% 7
Surbiton - 6 £36,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 24 April 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.

1 176 (57.52%) Python
2 162 (52.94%) Big Data
3 158 (51.63%) Computer Science
3 158 (51.63%) Algorithms
4 153 (50.00%) Analytics
5 125 (40.85%) Java
6 114 (37.25%) Hadoop
7 111 (36.27%) Degree
8 101 (33.01%) R
9 98 (32.03%) Mathematics
10 95 (31.05%) PhD
11 88 (28.76%) SQL
12 83 (27.12%) NoSQL
13 72 (23.53%) Finance
14 70 (22.88%) Data Mining
15 69 (22.55%) Artificial Intelligence
16 65 (21.24%) C++
16 65 (21.24%) Statistics
17 61 (19.93%) Agile Software Development
18 60 (19.61%) Statistical Modelling
19 51 (16.67%) Natural Language Processing
20 48 (15.69%) Predictive Analytics
20 48 (15.69%) OO
21 46 (15.03%) MATLAB
21 46 (15.03%) Software Engineering
22 43 (14.05%) Scala
23 42 (13.73%) C#
24 38 (12.42%) Business Intelligence
25 35 (11.44%) MongoDB
26 34 (11.11%) Ruby

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 24 April 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 30 (9.80%) Apache Spark
2 28 (9.15%) Apache Pig
2 28 (9.15%) SAS
3 14 (4.58%) Elasticsearch
4 10 (3.27%) Node.js
5 8 (2.61%) CMS
6 3 (0.98%) Apache Solr
7 1 (0.33%) Tomcat
7 1 (0.33%) GlassFish
Applications
1 12 (3.92%) SPSS
2 7 (2.29%) Weka
3 6 (1.96%) Stata
4 3 (0.98%) Mathematica
Cloud Services
1 29 (9.48%) Amazon AWS
2 4 (1.31%) Google Analytics
2 4 (1.31%) Cloud Computing
2 4 (1.31%) Google Cloud Platform
3 3 (0.98%) SaaS
4 2 (0.65%) Microsoft Azure
5 1 (0.33%) Azure Machine Learning
5 1 (0.33%) GitHub
5 1 (0.33%) Amazon EC2
Communications & Networking
1 5 (1.63%) HTTP
2 4 (1.31%) TCP/IP
3 1 (0.33%) Internet
Database & Business Intelligence
1 162 (52.94%) Big Data
2 114 (37.25%) Hadoop
3 83 (27.12%) NoSQL
4 70 (22.88%) Data Mining
5 35 (11.44%) MongoDB
6 32 (10.46%) Apache Hive
7 24 (7.84%) Apache Cassandra
8 19 (6.21%) MySQL
9 13 (4.25%) HBase
9 13 (4.25%) Mahout
10 11 (3.59%) PostgreSQL
11 10 (3.27%) Text Mining
11 10 (3.27%) SQL Server
12 6 (1.96%) SAS Enterprise Miner
13 5 (1.63%) QlikView
13 5 (1.63%) Relational Database
13 5 (1.63%) Redis
14 4 (1.31%) Amazon Redshift
14 4 (1.31%) Data Warehouse
15 2 (0.65%) SQL Server 2008
Development Applications
1 2 (0.65%) Git (software)
2 1 (0.33%) Hudson
2 1 (0.33%) Jenkins
General
1 72 (23.53%) Finance
2 24 (7.84%) Marketing
3 12 (3.92%) Pharmaceutical
4 11 (3.59%) Retail
5 6 (1.96%) French Language
5 6 (1.96%) German Language
5 6 (1.96%) Games
5 6 (1.96%) Banking
6 2 (0.65%) Advertising
6 2 (0.65%) Telecoms
7 1 (0.33%) Publishing
7 1 (0.33%) Front Office
7 1 (0.33%) Law
Job Titles
1 138 (45.10%) Data Scientist
2 117 (38.24%) Developer
3 43 (14.05%) Java Developer
4 21 (6.86%) C++ Developer
5 14 (4.58%) Python Developer
6 12 (3.92%) Software Engineer
7 9 (2.94%) Quantitative Developer
8 8 (2.61%) Analyst
8 8 (2.61%) Senior Developer
9 7 (2.29%) Data Analyst
9 7 (2.29%) Android Developer
10 6 (1.96%) Research Scientist
10 6 (1.96%) Python/Django Developer
10 6 (1.96%) Junior
11 5 (1.63%) C# Developer
11 5 (1.63%) Scala Developer
11 5 (1.63%) JavaScript Developer
12 4 (1.31%) C# .NET Developer
12 4 (1.31%) Programmer
13 3 (0.98%) Software Developer
Libraries, Frameworks & Software Standards
1 51 (16.67%) Natural Language Processing
2 20 (6.54%) Boost C++ Libraries
2 20 (6.54%) STL
3 16 (5.23%) Java EE
4 15 (4.90%) Web Services
5 14 (4.58%) Pandas
6 11 (3.59%) scikit-learn
6 11 (3.59%) .NET
7 9 (2.94%) CSS
8 8 (2.61%) Spring
8 8 (2.61%) HTML
8 8 (2.61%) XML
8 8 (2.61%) NumPy
8 8 (2.61%) AngularJS
9 7 (2.29%) RHadoop
9 7 (2.29%) HTML5
9 7 (2.29%) WPF
9 7 (2.29%) ASP.NET
10 6 (1.96%) Django
10 6 (1.96%) jQuery
Miscellaneous
1 158 (51.63%) Computer Science
1 158 (51.63%) Algorithms
2 98 (32.03%) Mathematics
3 69 (22.55%) Artificial Intelligence
4 65 (21.24%) Statistics
5 34 (11.11%) Data Structures
6 33 (10.78%) Analytical Skills
6 33 (10.78%) Visualisation
7 29 (9.48%) Open Source
7 29 (9.48%) Social Media
8 24 (7.84%) Neural Network
9 22 (7.19%) Clustering
10 20 (6.54%) Physics
11 16 (5.23%) Applied Mathematics
12 12 (3.92%) Mobile App
13 11 (3.59%) User Experience
13 11 (3.59%) Hedge funds
14 8 (2.61%) Digital Media
14 8 (2.61%) Smart Meter
15 7 (2.29%) Blog
Operating Systems
1 18 (5.88%) Android
2 14 (4.58%) Apple iOS
3 13 (4.25%) Linux
4 10 (3.27%) Windows
5 6 (1.96%) UNIX
6 2 (0.65%) Windows 7
Processes & Methodologies
1 153 (50.00%) Analytics
2 61 (19.93%) Agile Software Development
3 60 (19.61%) Statistical Modelling
4 48 (15.69%) Predictive Analytics
4 48 (15.69%) OO
5 46 (15.03%) Software Engineering
6 38 (12.42%) Business Intelligence
7 30 (9.80%) MapReduce
8 27 (8.82%) Multithreading
9 26 (8.50%) Data Analysis
10 23 (7.52%) Bayesian Methods
11 21 (6.86%) Risk Analysis
11 21 (6.86%) Predictive Modelling
12 18 (5.88%) Statistical Analysis
13 15 (4.90%) Data Modelling
13 15 (4.90%) Android Development
14 14 (4.58%) TDD
15 13 (4.25%) Data Analytics
15 13 (4.25%) Logistic Regression
16 12 (3.92%) Algorithmic Trading
Programming Languages
1 176 (57.52%) Python
2 125 (40.85%) Java
3 101 (33.01%) R
4 88 (28.76%) SQL
5 65 (21.24%) C++
6 46 (15.03%) MATLAB
7 43 (14.05%) Scala
8 42 (13.73%) C#
9 34 (11.11%) Ruby
10 31 (10.13%) JavaScript
11 17 (5.56%) Clojure
12 11 (3.59%) C
13 5 (1.63%) Haskell
14 4 (1.31%) Objective-C
14 4 (1.31%) Perl
15 2 (0.65%) VBA
15 2 (0.65%) Erlang
15 2 (0.65%) F#
16 1 (0.33%) SPARQL
16 1 (0.33%) AWK
Qualifications
1 111 (36.27%) Degree
2 95 (31.05%) PhD
Quality Assurance & Compliance
1 1 (0.33%) SLA
1 1 (0.33%) Data Quality
Systems Management
1 1 (0.33%) Opscode Chef
Vendors
1 17 (5.56%) Google
2 14 (4.58%) Microsoft
3 8 (2.61%) Tableau
4 6 (1.96%) IBM
5 4 (1.31%) Facebook
6 2 (0.65%) Splunk
6 2 (0.65%) Oracle
6 2 (0.65%) Apple
7 1 (0.33%) Cloudera
London
Salt
Salary: £70000 - £80000 per annum + excellent benefits
Posted: 12 hours ago
London
Salt
Salary: £40000 - £60000 per annum + share options
Posted: 12 hours ago
London
Experis Ltd
Salary: £80000 - £140000 per annum + excellent benefits
Posted: 13 hours ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 21 hours ago
London
Hydrogen Group
Salary: Share of Options
Posted: Yesterday
East London
KPMG
Salary: From £80,000 to £100,000 per annum
Posted: Yesterday
City, London
Parallel Consulting
Salary: £31000 - £60000 per annum + bonus, benefits, healthcare
Posted: Yesterday
London
Colston Consulting
Salary: £0 - 35k per year + Benefits
Posted: 2 days ago
London
ANSON MCCADE
Salary: £45,000 - £60,000 + Package and Benefits (Depending on Experience)
Posted: 2 days ago
London
ANSON MCCADE
Salary: Up to £57,500
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Posted: 2 days ago
London
Purple Consultancy
Salary: £50000 - £55000 per annum
Posted: 2 days ago
London
Computer Futures
Salary: £40000 - £70000 per annum + competitive
Posted: 3 days ago
London
Experis Ltd
Salary: 140000
Posted: 3 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 3 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: 3 days ago
London
Burns Sheehan
Salary: Competitive salary DOE + package
Posted: 4 days ago
City, London
Harrington Starr
Salary: £30000 - £50000 per annum
Posted: 4 days ago
London
Purple Consultancy
Salary: £55000 - £70000 per annum
Posted: 4 days ago
London
Hydrogen Group
Salary: £30000.00 - £75000.00 per annum + Share of Options
Posted: 5 days ago