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

Location
3 months to
6 Mar 2015
Same period 2014 Same period 2013
Machine Learning
Rank 474 463 496
Rank change year-on-year
-11 +33
Permanent jobs citing Machine Learning 139 162 107
As % of all permanent IT jobs located in London 0.34% 0.38% 0.25%
As % of the Processes & Methodologies category 0.41% 0.46% 0.30%
Number of salaries quoted 131 157 82
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 £51,500
10% offered a salary of more than £100,000 £80,000 £72,500
UK excluding London average salary £40,000 £37,500 £38,000
% change year-on-year
+6.66% -1.31%
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
34047 35501 35625
As % of all permanent IT jobs located in London 83.62% 83.79% 82.32%
Number of salaries quoted 28416 28815 29877
Average salary £56,000 £55,000 £55,000
Average salary % change year-on-year
+1.81% -
90% offered a salary of more than £37,500 £37,500 £35,500
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 6 March 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 6 March 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 +3 14 £55,000 +4.76% 7
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 6 March 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.

1 175 (58.92%) Python
2 167 (56.23%) Computer Science
3 158 (53.20%) Big Data
4 153 (51.52%) Algorithms
5 137 (46.13%) Java
6 136 (45.79%) Analytics
7 111 (37.37%) Hadoop
8 95 (31.99%) Degree
9 91 (30.64%) R
10 89 (29.97%) PhD
11 83 (27.95%) Mathematics
12 81 (27.27%) SQL
12 81 (27.27%) Finance
13 73 (24.58%) Data Mining
14 72 (24.24%) C++
15 71 (23.91%) NoSQL
16 64 (21.55%) Artificial Intelligence
17 58 (19.53%) Statistical Modelling
18 57 (19.19%) Agile Software Development
19 54 (18.18%) Statistics
20 48 (16.16%) C#
21 46 (15.49%) Scala
22 45 (15.15%) Software Engineering
23 43 (14.48%) OO
24 42 (14.14%) MATLAB
25 39 (13.13%) Visualisation
26 38 (12.79%) Predictive Analytics
27 37 (12.46%) Ruby
28 36 (12.12%) Neural Network
28 36 (12.12%) Data Analysis

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 6 March 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 36 (12.12%) SAS
2 31 (10.44%) Apache Pig
2 31 (10.44%) Apache Spark
3 19 (6.40%) Elasticsearch
4 8 (2.69%) CMS
5 7 (2.36%) Node.js
6 1 (0.34%) Apache Solr
Applications
1 24 (8.08%) SPSS
2 8 (2.69%) Stata
3 7 (2.36%) Weka
4 3 (1.01%) CPLEX
5 2 (0.67%) Mathematica
5 2 (0.67%) S-PLUS
Business Applications
1 3 (1.01%) Google Analytics
Cloud Services
1 10 (3.37%) Amazon AWS
2 5 (1.68%) Amazon EC2
2 5 (1.68%) GitHub
3 4 (1.35%) Google Cloud Platform
3 4 (1.35%) Cloud Computing
4 3 (1.01%) SaaS
5 1 (0.34%) Microsoft Azure
Communications & Networking
1 4 (1.35%) HTTP
1 4 (1.35%) TCP/IP
2 3 (1.01%) 3G
2 3 (1.01%) Wireless
2 3 (1.01%) 2G
2 3 (1.01%) 4G
2 3 (1.01%) Radio Access Network
3 1 (0.34%) Internet
Database & Business Intelligence
1 158 (53.20%) Big Data
2 111 (37.37%) Hadoop
3 73 (24.58%) Data Mining
4 71 (23.91%) NoSQL
5 31 (10.44%) MongoDB
6 29 (9.76%) Apache Hive
7 24 (8.08%) Apache Cassandra
8 18 (6.06%) MySQL
8 18 (6.06%) Mahout
9 16 (5.39%) HBase
10 15 (5.05%) Relational Database
11 11 (3.70%) Redis
11 11 (3.70%) PostgreSQL
11 11 (3.70%) QlikView
12 6 (2.02%) SAS Enterprise Miner
12 6 (2.02%) Text Mining
12 6 (2.02%) SQL Server
13 3 (1.01%) Amazon Redshift
14 2 (0.67%) Data Warehouse
15 1 (0.34%) RDBMS
Development Applications
1 5 (1.68%) Git (software)
2 2 (0.67%) Ant
2 2 (0.67%) Subversion
3 1 (0.34%) Hudson
3 1 (0.34%) GCC
3 1 (0.34%) Jenkins
General
1 81 (27.27%) Finance
2 17 (5.72%) Banking
2 17 (5.72%) Marketing
3 15 (5.05%) Pharmaceutical
4 11 (3.70%) Front Office
5 9 (3.03%) Retail
6 8 (2.69%) Military
7 7 (2.36%) French Language
7 7 (2.36%) German Language
8 4 (1.35%) Telecoms
9 3 (1.01%) Games
10 1 (0.34%) Investment Banking
10 1 (0.34%) Law
10 1 (0.34%) Publishing
Job Titles
1 125 (42.09%) Developer
2 116 (39.06%) Data Scientist
3 49 (16.50%) Java Developer
4 25 (8.42%) C++ Developer
5 16 (5.39%) Analyst
5 16 (5.39%) Python Developer
6 13 (4.38%) Data Analyst
7 11 (3.70%) Front Office Developer
8 10 (3.37%) Software Engineer
8 10 (3.37%) Quantitative Developer
9 9 (3.03%) Senior Developer
9 9 (3.03%) Python/Django Developer
10 5 (1.68%) Research Scientist
10 5 (1.68%) Scala Developer
10 5 (1.68%) Senior Java Developer
11 4 (1.35%) Android Developer
11 4 (1.35%) Junior
12 3 (1.01%) Software Developer
12 3 (1.01%) Programmer
12 3 (1.01%) C# Developer
Libraries, Frameworks & Software Standards
1 35 (11.78%) Natural Language Processing
2 21 (7.07%) Java EE
3 20 (6.73%) STL
3 20 (6.73%) Boost C++ Libraries
4 18 (6.06%) Web Services
5 9 (3.03%) Django
5 9 (3.03%) Pandas
6 6 (2.02%) Cascading
6 6 (2.02%) jQuery
6 6 (2.02%) .NET
7 5 (1.68%) HTML
7 5 (1.68%) WPF
7 5 (1.68%) HTML5
7 5 (1.68%) SciPy
7 5 (1.68%) NumPy
8 4 (1.35%) RESTful
8 4 (1.35%) CSS3
8 4 (1.35%) Cocoa
8 4 (1.35%) Spring
8 4 (1.35%) Ajax
Miscellaneous
1 167 (56.23%) Computer Science
2 153 (51.52%) Algorithms
3 83 (27.95%) Mathematics
4 64 (21.55%) Artificial Intelligence
5 54 (18.18%) Statistics
6 39 (13.13%) Visualisation
7 36 (12.12%) Analytical Skills
7 36 (12.12%) Neural Network
8 31 (10.44%) Data Structures
9 29 (9.76%) Social Media
10 28 (9.43%) Open Source
11 24 (8.08%) Physics
11 24 (8.08%) Clustering
12 17 (5.72%) Hedge funds
13 15 (5.05%) Applied Mathematics
14 11 (3.70%) Mobile App
15 9 (3.03%) User Experience
16 7 (2.36%) Smart Meter
16 7 (2.36%) Blog
16 7 (2.36%) Social Network
Operating Systems
1 13 (4.38%) Linux
1 13 (4.38%) Apple iOS
2 12 (4.04%) Android
3 10 (3.37%) Windows
4 6 (2.02%) UNIX
5 2 (0.67%) Debian
5 2 (0.67%) Windows 7
Processes & Methodologies
1 136 (45.79%) Analytics
2 58 (19.53%) Statistical Modelling
3 57 (19.19%) Agile Software Development
4 45 (15.15%) Software Engineering
5 43 (14.48%) OO
6 38 (12.79%) Predictive Analytics
7 36 (12.12%) Data Analysis
8 30 (10.10%) Business Intelligence
9 29 (9.76%) Multithreading
10 26 (8.75%) MapReduce
11 25 (8.42%) Predictive Modelling
12 23 (7.74%) Bayesian Methods
13 21 (7.07%) Risk Analysis
14 17 (5.72%) Statistical Analysis
15 15 (5.05%) Data Modelling
16 14 (4.71%) Data Analytics
17 13 (4.38%) Investment Management
17 13 (4.38%) Monte Carlo Method
17 13 (4.38%) Logistic Regression
18 12 (4.04%) Deep Learning
Programming Languages
1 175 (58.92%) Python
2 137 (46.13%) Java
3 91 (30.64%) R
4 81 (27.27%) SQL
5 72 (24.24%) C++
6 48 (16.16%) C#
7 46 (15.49%) Scala
8 42 (14.14%) MATLAB
9 37 (12.46%) Ruby
10 27 (9.09%) JavaScript
11 14 (4.71%) Clojure
12 9 (3.03%) C
13 4 (1.35%) Objective-C
14 3 (1.01%) Perl
15 2 (0.67%) VBA
15 2 (0.67%) Shell Script
15 2 (0.67%) Bash Shell
15 2 (0.67%) Haskell
15 2 (0.67%) Erlang
15 2 (0.67%) F#
Qualifications
1 95 (31.99%) Degree
2 89 (29.97%) PhD
3 3 (1.01%) VCP4
4 1 (0.34%) Postgraduate
Quality Assurance & Compliance
1 1 (0.34%) QA
Systems Management
1 3 (1.01%) Opscode Chef
2 2 (0.67%) Puppet
Vendors
1 17 (5.72%) Google
2 13 (4.38%) Tableau
2 13 (4.38%) Microsoft
3 6 (2.02%) IBM
4 5 (1.68%) Facebook
5 2 (0.67%) Apple
6 1 (0.34%) Minitab
6 1 (0.34%) Progress
6 1 (0.34%) hybris
London
Computer Futures
Salary: £40000 - £70000 per annum + competitive
Posted: 14 hours ago
London
CLIENT SERVER
Salary: £45k to £60k + benefits
Posted: 18 hours ago
London
Initi8 Recruitment
Salary: £65000 - £75000 Per Annum
Posted: Yesterday
London
CLIENT SERVER
Salary: £60k to £70k + benefits
Posted: Yesterday
City, London
Client Server
Salary: £60k to £70k + benefits
Posted: Yesterday
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: Yesterday
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: Yesterday
London
ANSON MCCADE
Salary: Up to £57,000 per annum with benefits
Posted: Yesterday
City, London
Parallel Consulting
Salary: £31000 - £60000 per annum + bonus, benefits, healthcare
Posted: Yesterday
London
CLIENT SERVER
Salary: £55k to £70k + benefits
Posted: Yesterday
City, London
Client Server
Salary: £55k to £70k + benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £80000 per annum, Benefits Benefits
Posted: 3 days ago
London
Purple Consultancy
Salary: £55000 - £700000 per annum
Posted: 3 days ago
London
CLIENT SERVER
Salary: £45k to £60k + benefits
Posted: 3 days ago
London
Harnham
Salary: £35000 - £50000 per annum + bonus and benefits
Posted: 4 days ago
London
Harnham
Salary: £60000 - £100000 per annum + bonus and benefits
Posted: 4 days ago
London
Explore Group
Salary: £45000 - £60000 per annum
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent salary & Benefits
Posted: 16 days ago
London
JW Consulting
Salary: £40,000 - £50,000 per year + benefits
Posted: 22 days ago
City of London
Energize Recruitment Solutions Ltd
Salary: £1000 per day
Posted: 27 days ago