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 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Machine Learning
Rank 468 520 543
Rank change year-on-year
+52 +23
Permanent jobs citing Machine Learning 145 116 82
As % of all permanent IT jobs located in London 0.33% 0.26% 0.17%
As % of the Processes & Methodologies category 0.39% 0.31% 0.21%
Number of salaries quoted 136 113 73
Average salary £65,000 £62,500 £60,000
Average salary % change year-on-year
+4.00% +4.16%
90% offered a salary of more than £42,500 £43,500 £45,000
10% offered a salary of more than £85,000 £80,000 £100,000
UK excluding London average salary £55,000 £40,000 £37,500
% change year-on-year
+37.50% +6.66%
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
36789 37941 39275
As % of all permanent IT jobs located in London 83.07% 83.56% 82.04%
Number of salaries quoted 31104 30830 33501
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 19 December 2014.

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 19 December 2014. 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 +32 19 £68,000 +8.80% 7
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in London

For the 6 months to 19 December 2014, 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.

1 154 (53.29%) Java
1 154 (53.29%) Computer Science
1 154 (53.29%) Algorithms
2 148 (51.21%) Big Data
3 146 (50.52%) Python
4 127 (43.94%) Analytics
5 118 (40.83%) Hadoop
6 101 (34.95%) Finance
7 93 (32.18%) Degree
8 90 (31.14%) C++
9 75 (25.95%) SQL
10 73 (25.26%) Data Mining
11 71 (24.57%) Mathematics
12 68 (23.53%) R
13 62 (21.45%) Agile Software Development
14 59 (20.42%) Software Engineering
15 56 (19.38%) Artificial Intelligence
16 54 (18.69%) C#
17 53 (18.34%) PhD
18 52 (17.99%) NoSQL
19 51 (17.65%) Statistics
20 46 (15.92%) Ruby
21 42 (14.53%) Scala
22 41 (14.19%) MATLAB
23 40 (13.84%) Neural Network
24 38 (13.15%) Visualisation
24 38 (13.15%) Data Analysis
25 37 (12.80%) OO
25 37 (12.80%) Multithreading
26 35 (12.11%) Analytical Skills

Machine Learning
Top Related IT Skills in London by Category

For the 6 months to 19 December 2014, 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 (11.76%) SAS
2 30 (10.38%) Apache Pig
3 23 (7.96%) Apache Spark
4 11 (3.81%) Elasticsearch
5 6 (2.08%) CMS
6 3 (1.04%) Node.js
7 1 (0.35%) NServiceBus
Applications
1 33 (11.42%) SPSS
2 11 (3.81%) CPLEX
3 5 (1.73%) Spreadsheet
3 5 (1.73%) Stata
4 4 (1.38%) Weka
5 2 (0.69%) S-PLUS
6 1 (0.35%) Mathematica
Cloud Services
1 10 (3.46%) Amazon AWS
2 5 (1.73%) Amazon EC2
2 5 (1.73%) GitHub
3 4 (1.38%) Google Cloud Platform
3 4 (1.38%) Cloud Computing
4 1 (0.35%) SaaS
Communications & Networking
1 7 (2.42%) Wireless
2 6 (2.08%) 2G
2 6 (2.08%) 4G
2 6 (2.08%) 3G
3 5 (1.73%) Radio Access Network
4 1 (0.35%) TCP/IP
4 1 (0.35%) Internet
Database & Business Intelligence
1 148 (51.21%) Big Data
2 118 (40.83%) Hadoop
3 73 (25.26%) Data Mining
4 52 (17.99%) NoSQL
5 33 (11.42%) Apache Hive
6 32 (11.07%) Apache Cassandra
7 31 (10.73%) MongoDB
8 27 (9.34%) Relational Database
9 18 (6.23%) HBase
10 15 (5.19%) MySQL
11 14 (4.84%) QlikView
12 11 (3.81%) Mahout
13 9 (3.11%) Redis
14 8 (2.77%) PostgreSQL
14 8 (2.77%) Sybase IQ
14 8 (2.77%) Sybase ASE
15 4 (1.38%) Text Mining
16 3 (1.04%) SAS Enterprise Miner
17 2 (0.69%) Data Warehouse
17 2 (0.69%) RDBMS
Development Applications
1 15 (5.19%) Git (software)
2 2 (0.69%) Jenkins
2 2 (0.69%) Ant
2 2 (0.69%) Subversion
3 1 (0.35%) JIRA
3 1 (0.35%) Selenium
3 1 (0.35%) Appium
3 1 (0.35%) Hudson
3 1 (0.35%) GCC
General
1 101 (34.95%) Finance
2 26 (9.00%) Front Office
2 26 (9.00%) Banking
3 19 (6.57%) Marketing
4 16 (5.54%) Retail
5 12 (4.15%) Pharmaceutical
6 9 (3.11%) French Language
6 9 (3.11%) German Language
6 9 (3.11%) Telecoms
7 8 (2.77%) Military
8 3 (1.04%) Games
9 1 (0.35%) Law
9 1 (0.35%) Advertising
9 1 (0.35%) Multimedia
9 1 (0.35%) Investment Banking
Job Titles
1 139 (48.10%) Developer
2 80 (27.68%) Data Scientist
3 53 (18.34%) Java Developer
4 34 (11.76%) C++ Developer
5 18 (6.23%) Analyst
5 18 (6.23%) Front Office Developer
5 18 (6.23%) Python Developer
6 15 (5.19%) Data Analyst
7 12 (4.15%) Python/Django Developer
8 8 (2.77%) C# Developer
9 7 (2.42%) Software Engineer
9 7 (2.42%) Senior Developer
10 6 (2.08%) Senior Java Developer
10 6 (2.08%) Technical Leader
10 6 (2.08%) Software Developer
10 6 (2.08%) Scala Developer
11 5 (1.73%) Quantitative Developer
12 4 (1.38%) C++ Software Developer
13 3 (1.04%) Java Programmer
13 3 (1.04%) Programmer
Libraries, Frameworks & Software Standards
1 26 (9.00%) Natural Language Processing
2 23 (7.96%) Boost C++ Libraries
2 23 (7.96%) STL
3 16 (5.54%) Django
4 15 (5.19%) Java EE
5 11 (3.81%) Web Services
6 8 (2.77%) Guava
7 7 (2.42%) Flash
7 7 (2.42%) HTML
7 7 (2.42%) jQuery
8 5 (1.73%) RabbitMQ
8 5 (1.73%) HTML5
8 5 (1.73%) Cascading
9 4 (1.38%) SciPy
9 4 (1.38%) NumPy
9 4 (1.38%) REST
9 4 (1.38%) D3.js
9 4 (1.38%) Kafka
9 4 (1.38%) Spring
10 3 (1.04%) .NET
Miscellaneous
1 154 (53.29%) Computer Science
1 154 (53.29%) Algorithms
2 71 (24.57%) Mathematics
3 56 (19.38%) Artificial Intelligence
4 51 (17.65%) Statistics
5 40 (13.84%) Neural Network
6 38 (13.15%) Visualisation
7 35 (12.11%) Analytical Skills
8 32 (11.07%) Data Structures
9 29 (10.03%) Social Media
10 26 (9.00%) Clustering
11 24 (8.30%) Open Source
12 21 (7.27%) Physics
13 14 (4.84%) Hedge funds
14 13 (4.50%) Digital Media
14 13 (4.50%) Applied Mathematics
15 11 (3.81%) Chemistry
15 11 (3.81%) Psychology
15 11 (3.81%) Informatics
15 11 (3.81%) Economics
Operating Systems
1 11 (3.81%) Apple iOS
2 10 (3.46%) Linux
3 9 (3.11%) UNIX
4 5 (1.73%) Android
5 3 (1.04%) Windows
5 3 (1.04%) Debian
6 2 (0.69%) Ubuntu
Processes & Methodologies
1 127 (43.94%) Analytics
2 62 (21.45%) Agile Software Development
3 59 (20.42%) Software Engineering
4 38 (13.15%) Data Analysis
5 37 (12.80%) OO
5 37 (12.80%) Multithreading
6 32 (11.07%) Statistical Modelling
7 29 (10.03%) Predictive Modelling
8 28 (9.69%) Bayesian Methods
9 26 (9.00%) Predictive Analytics
10 25 (8.65%) MapReduce
11 23 (7.96%) Risk Analysis
11 23 (7.96%) Data Modelling
11 23 (7.96%) TDD
12 22 (7.61%) Statistical Analysis
13 20 (6.92%) Logistic Regression
13 20 (6.92%) Monte Carlo Method
13 20 (6.92%) Markov Chain
13 20 (6.92%) Gibbs Sampling
14 18 (6.23%) Investment Management
Programming Languages
1 154 (53.29%) Java
2 146 (50.52%) Python
3 90 (31.14%) C++
4 75 (25.95%) SQL
5 68 (23.53%) R
6 54 (18.69%) C#
7 46 (15.92%) Ruby
8 42 (14.53%) Scala
9 41 (14.19%) MATLAB
10 24 (8.30%) JavaScript
11 14 (4.84%) Clojure
12 10 (3.46%) Perl
13 8 (2.77%) C
13 8 (2.77%) RPG
14 7 (2.42%) Bash Shell
15 3 (1.04%) Erlang
16 2 (0.69%) Objective-C
16 2 (0.69%) Shell Script
17 1 (0.35%) VBA
17 1 (0.35%) Haskell
Qualifications
1 93 (32.18%) Degree
2 53 (18.34%) PhD
3 1 (0.35%) Postgraduate
Quality Assurance & Compliance
1 4 (1.38%) QA
Systems Management
1 5 (1.73%) Puppet
2 3 (1.04%) Opscode Chef
Vendors
1 14 (4.84%) Tableau
2 10 (3.46%) Google
3 8 (2.77%) ParAccel
3 8 (2.77%) Sybase
3 8 (2.77%) Reuters
3 8 (2.77%) Bloomberg
4 7 (2.42%) Facebook
5 6 (2.08%) Microsoft
6 3 (1.04%) IBM
7 1 (0.35%) Progress
7 1 (0.35%) BT
7 1 (0.35%) Minitab
7 1 (0.35%) hybris
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 4 days ago
City, London
Harrington Starr
Salary: £45000 - £70000 per annum
Posted: 5 days ago
London
CLIENT SERVER
Salary: £60k to £60k + benefits
Posted: 5 days ago
City, London
Client Server
Salary: £60k to £70k + benefits
Posted: 5 days ago
City, London
Harrington Starr
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 6 days ago
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: 6 days ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 6 days ago
London
Purple Consultancy
Salary: £55000 - £70000 per annum
Posted: 6 days ago
London
CLIENT SERVER
Salary: £60k to £75k + benefits
Posted: 6 days ago
City, London
Client Server
Salary: £60k to £75k + benefits
Posted: 6 days ago
City of London
DP Connect
Salary: £70000 - £80000 per annum
Posted: 9 days ago
London
Progressive Recruitment
Salary: competitive
Posted: 13 days ago
London
JW Consulting
Salary: £30,000 - £40,000 per year + Benefits
Posted: 26 days ago