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

Location
3 months to
28 Jan 2015
Same period 2014 Same period 2013
Machine Learning
Rank 485 504 532
Rank change year-on-year
+19 +28
Permanent jobs citing Machine Learning 133 110 93
As % of all permanent IT jobs located in London 0.33% 0.26% 0.21%
As % of the Processes & Methodologies category 0.39% 0.31% 0.25%
Number of salaries quoted 124 107 78
Average salary £67,500 £60,000 £67,500
Average salary % change year-on-year
+12.50% -11.11%
90% offered a salary of more than £45,000 £40,000 £45,000
10% offered a salary of more than £100,000 £77,300 £73,250
UK excluding London average salary £45,000 £37,500 £37,500
% change year-on-year
+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
33967 35992 37340
As % of all permanent IT jobs located in London 83.26% 83.87% 82.45%
Number of salaries quoted 28576 29096 31691
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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 28 January 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 January 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 +14 12 £61,250 +16.66% 4
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 28 January 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.

1 160 (56.74%) Computer Science
2 154 (54.61%) Java
3 148 (52.48%) Python
4 147 (52.13%) Big Data
5 146 (51.77%) Algorithms
6 127 (45.04%) Analytics
7 118 (41.84%) Hadoop
8 95 (33.69%) Finance
9 92 (32.62%) Degree
10 85 (30.14%) C++
11 71 (25.18%) R
12 70 (24.82%) Mathematics
12 70 (24.82%) SQL
13 69 (24.47%) Data Mining
14 61 (21.63%) PhD
14 61 (21.63%) Artificial Intelligence
15 59 (20.92%) C#
16 55 (19.50%) NoSQL
17 54 (19.15%) Agile Software Development
18 47 (16.67%) Software Engineering
19 45 (15.96%) Statistics
20 44 (15.60%) OO
20 44 (15.60%) Statistical Modelling
20 44 (15.60%) Scala
21 38 (13.48%) Ruby
21 38 (13.48%) Neural Network
21 38 (13.48%) Analytical Skills
22 37 (13.12%) Visualisation
23 35 (12.41%) Data Analysis
23 35 (12.41%) MATLAB

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 28 January 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 (12.06%) SAS
2 26 (9.22%) Apache Spark
3 25 (8.87%) Apache Pig
4 15 (5.32%) Elasticsearch
5 8 (2.84%) CMS
6 4 (1.42%) Node.js
7 1 (0.35%) NServiceBus
Applications
1 27 (9.57%) SPSS
2 6 (2.13%) Stata
3 5 (1.77%) CPLEX
3 5 (1.77%) Weka
4 2 (0.71%) Spreadsheet
4 2 (0.71%) S-PLUS
5 1 (0.35%) Mathematica
Business Applications
1 2 (0.71%) Google Analytics
Cloud Services
1 10 (3.55%) Amazon AWS
2 5 (1.77%) Amazon EC2
2 5 (1.77%) GitHub
3 4 (1.42%) Google Cloud Platform
3 4 (1.42%) Cloud Computing
4 3 (1.06%) SaaS
Communications & Networking
1 6 (2.13%) 3G
1 6 (2.13%) Wireless
1 6 (2.13%) 2G
1 6 (2.13%) 4G
2 5 (1.77%) Radio Access Network
3 4 (1.42%) TCP/IP
4 1 (0.35%) Internet
4 1 (0.35%) HTTP
Database & Business Intelligence
1 147 (52.13%) Big Data
2 118 (41.84%) Hadoop
3 69 (24.47%) Data Mining
4 55 (19.50%) NoSQL
5 32 (11.35%) Apache Cassandra
6 31 (10.99%) MongoDB
7 28 (9.93%) Apache Hive
8 20 (7.09%) Relational Database
9 16 (5.67%) HBase
10 15 (5.32%) Mahout
11 14 (4.96%) MySQL
11 14 (4.96%) QlikView
12 12 (4.26%) Redis
13 9 (3.19%) PostgreSQL
14 5 (1.77%) Text Mining
15 4 (1.42%) SAS Enterprise Miner
16 2 (0.71%) SQL Server
16 2 (0.71%) Data Warehouse
16 2 (0.71%) Amazon Redshift
17 1 (0.35%) RDBMS
Development Applications
1 10 (3.55%) Git (software)
2 2 (0.71%) Ant
2 2 (0.71%) Subversion
3 1 (0.35%) Hudson
3 1 (0.35%) GCC
3 1 (0.35%) Jenkins
General
1 95 (33.69%) Finance
2 23 (8.16%) Banking
3 18 (6.38%) Front Office
4 17 (6.03%) Marketing
5 13 (4.61%) Pharmaceutical
6 10 (3.55%) Retail
7 8 (2.84%) Military
8 7 (2.48%) French Language
8 7 (2.48%) German Language
8 7 (2.48%) Telecoms
9 3 (1.06%) Games
10 1 (0.35%) Law
10 1 (0.35%) Multimedia
10 1 (0.35%) Investment Banking
Job Titles
1 133 (47.16%) Developer
2 88 (31.21%) Data Scientist
3 56 (19.86%) Java Developer
4 28 (9.93%) C++ Developer
5 19 (6.74%) Analyst
6 18 (6.38%) Front Office Developer
6 18 (6.38%) Python Developer
7 16 (5.67%) Data Analyst
8 10 (3.55%) Python/Django Developer
8 10 (3.55%) Software Engineer
8 10 (3.55%) Quantitative Developer
9 6 (2.13%) C# Developer
9 6 (2.13%) Software Developer
9 6 (2.13%) Senior Developer
9 6 (2.13%) Senior Java Developer
9 6 (2.13%) Scala Developer
10 5 (1.77%) Technical Leader
11 4 (1.42%) C++ Software Developer
11 4 (1.42%) Research Scientist
12 3 (1.06%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 21 (7.45%) Natural Language Processing
2 20 (7.09%) Boost C++ Libraries
2 20 (7.09%) STL
3 19 (6.74%) Java EE
4 15 (5.32%) Web Services
5 10 (3.55%) Django
6 7 (2.48%) Flash
6 7 (2.48%) Guava
7 5 (1.77%) SciPy
7 5 (1.77%) NumPy
7 5 (1.77%) jQuery
7 5 (1.77%) Cascading
7 5 (1.77%) Pandas
8 4 (1.42%) Ajax
9 3 (1.06%) Spring
9 3 (1.06%) .NET
10 2 (0.71%) J2EE
10 2 (0.71%) Cocoa
10 2 (0.71%) WinForms
10 2 (0.71%) HTML
Miscellaneous
1 160 (56.74%) Computer Science
2 146 (51.77%) Algorithms
3 70 (24.82%) Mathematics
4 61 (21.63%) Artificial Intelligence
5 45 (15.96%) Statistics
6 38 (13.48%) Neural Network
6 38 (13.48%) Analytical Skills
7 37 (13.12%) Visualisation
8 31 (10.99%) Data Structures
9 29 (10.28%) Social Media
10 25 (8.87%) Open Source
11 24 (8.51%) Clustering
12 22 (7.80%) Physics
13 21 (7.45%) Hedge funds
14 13 (4.61%) Applied Mathematics
15 8 (2.84%) Mobile App
15 8 (2.84%) Smart Meter
16 7 (2.48%) User Experience
16 7 (2.48%) Digital Media
16 7 (2.48%) Blog
Operating Systems
1 12 (4.26%) Linux
2 10 (3.55%) Windows
3 9 (3.19%) Apple iOS
4 7 (2.48%) UNIX
5 5 (1.77%) Android
6 3 (1.06%) Debian
7 2 (0.71%) Windows 7
Processes & Methodologies
1 127 (45.04%) Analytics
2 54 (19.15%) Agile Software Development
3 47 (16.67%) Software Engineering
4 44 (15.60%) OO
4 44 (15.60%) Statistical Modelling
5 35 (12.41%) Data Analysis
6 32 (11.35%) Multithreading
7 30 (10.64%) Predictive Analytics
8 24 (8.51%) Predictive Modelling
8 24 (8.51%) MapReduce
9 21 (7.45%) Risk Analysis
9 21 (7.45%) Business Intelligence
10 18 (6.38%) Investment Management
10 18 (6.38%) Bayesian Methods
11 16 (5.67%) Data Analytics
11 16 (5.67%) Data Modelling
12 15 (5.32%) Statistical Analysis
13 14 (4.96%) Logistic Regression
13 14 (4.96%) Monte Carlo Method
13 14 (4.96%) Systematic Trading
Programming Languages
1 154 (54.61%) Java
2 148 (52.48%) Python
3 85 (30.14%) C++
4 71 (25.18%) R
5 70 (24.82%) SQL
6 59 (20.92%) C#
7 44 (15.60%) Scala
8 38 (13.48%) Ruby
9 35 (12.41%) MATLAB
10 20 (7.09%) JavaScript
11 9 (3.19%) C
11 9 (3.19%) Clojure
12 7 (2.48%) Bash Shell
13 3 (1.06%) Haskell
14 2 (0.71%) Erlang
14 2 (0.71%) F#
14 2 (0.71%) Objective-C
14 2 (0.71%) Shell Script
14 2 (0.71%) VBA
15 1 (0.35%) Perl
Qualifications
1 92 (32.62%) Degree
2 61 (21.63%) PhD
3 1 (0.35%) Postgraduate
Quality Assurance & Compliance
1 2 (0.71%) QA
Systems Management
1 3 (1.06%) Opscode Chef
2 2 (0.71%) Puppet
Vendors
1 15 (5.32%) Tableau
2 12 (4.26%) Google
3 10 (3.55%) Microsoft
4 6 (2.13%) Facebook
5 4 (1.42%) IBM
6 1 (0.35%) Progress
6 1 (0.35%) Minitab
6 1 (0.35%) hybris
London
Ability Resourcing
Salary: £45000 - £70000 per annum + Options
Posted: 10 hours ago
London
Salt
Salary: £65000 - £80000 per annum + bonus, comprehensive benefits
Posted: Yesterday
London
Colston Consulting
Salary: £30k - 50k per year + Industry Leading Benefits
Posted: Yesterday
London
Big Wednesday Digital Ltd
Posted: Yesterday
London
Big Wednesday Digital Ltd
Posted: Yesterday
City, London
Verticality Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
London
Computer Futures
Salary: £40000 - £70000 per annum + competitive
Posted: 2 days ago
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: 2 days ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 2 days ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £80000 per annum, Benefits Benefits
Posted: 5 days ago
London
PCR
Salary: £45000.00 - £65000.00 per annum + Flexible Hours
Posted: 6 days ago
London
Hays IT - Uk Posting account
Salary: £45000.00 - £60000.00 per annum
Posted: 7 days ago
London
Next Ventures Limited
Posted: 16 days ago
London
EY
Salary: Competitive
Posted: 26 days ago
London
EY
Salary: Competitive
Posted: 26 days ago