The first table below looks at the demand for Machine Learning skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 31 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the City of London region.

Location
3 months to
31 Jul 2014
Same period 2013 Same period 2012
Machine Learning
Rank 312 314 311
Rank change year-on-year
+2 -3
Permanent jobs citing Machine Learning 19 11 19
As % of all permanent IT jobs located in the City of London 0.15% 0.092% 0.15%
As % of the Processes & Methodologies category 0.19% 0.11% 0.19%
Number of salaries quoted 18 11 16
Average salary £70,000 £57,500 £55,000
Average salary % change year-on-year
+21.73% +4.54%
90% offered a salary of more than £45,500 £35,000 £50,000
10% offered a salary of more than £78,250 £77,500 £82,500
UK excluding London average salary £37,500 £47,500 £32,500
% change year-on-year
-21.05% +46.15%
Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
10058 9643 10181
As % of all permanent IT jobs located in the City of London 81.47% 80.82% 78.79%
Number of salaries quoted 8283 8438 9274
Average salary £55,000 £55,000 £55,500
Average salary % change year-on-year
- -0.90%
90% offered a salary of more than £37,500 £35,500 £36,500
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%
Machine Learning
London

Machine Learning
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the City of London region as a proportion of the total demand within the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in the City of London

Machine Learning
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning across the City of London region.

Machine Learning Salary Trend in the City of London

Machine Learning
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Machine Learning across the City of London region over the 3 months to 31 July 2014.

Machine Learning Salary Histogram in the City of London

Machine Learning
Top 30 Related IT Skills in the City of London

For the 6 months to 31 July 2014, IT jobs across the City of 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 19 (79.17%) Big Data
2 18 (75.00%) Java
2 18 (75.00%) Python
3 17 (70.83%) Hadoop
4 16 (66.67%) SQL
5 15 (62.50%) Analytics
6 12 (50.00%) C++
6 12 (50.00%) Computer Science
7 10 (41.67%) Finance
7 10 (41.67%) PhD
7 10 (41.67%) Data Mining
7 10 (41.67%) R
8 9 (37.50%) Physics
8 9 (37.50%) Mathematics
8 9 (37.50%) Statistics
8 9 (37.50%) Degree
9 8 (33.33%) Clojure
10 7 (29.17%) Visualisation
10 7 (29.17%) Data Analysis
10 7 (29.17%) Neural Network
10 7 (29.17%) Logistic Regression
10 7 (29.17%) Monte Carlo Method
10 7 (29.17%) MATLAB
11 6 (25.00%) SAS
11 6 (25.00%) Data Modelling
11 6 (25.00%) SPSS
11 6 (25.00%) Econometrics
11 6 (25.00%) Retail
11 6 (25.00%) Biostatistics
11 6 (25.00%) Cluster Analysis

Machine Learning
Top Related IT Skills in the City of London by Category

For the 6 months to 31 July 2014, IT jobs across the City of 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 6 (25.00%) SAS
1 6 (25.00%) Apache Pig
Applications
1 6 (25.00%) SPSS
1 6 (25.00%) CPLEX
Communications & Networking
1 3 (12.50%) Internet
Database & Business Intelligence
1 19 (79.17%) Big Data
2 17 (70.83%) Hadoop
3 10 (41.67%) Data Mining
4 6 (25.00%) Relational Database
5 5 (20.83%) HBase
6 2 (8.33%) Apache Hive
6 2 (8.33%) MongoDB
6 2 (8.33%) NoSQL
7 1 (4.17%) Text Mining
Development Applications
1 4 (16.67%) Git (software)
2 1 (4.17%) Selenium
2 1 (4.17%) JIRA
2 1 (4.17%) Jenkins
General
1 10 (41.67%) Finance
2 6 (25.00%) Retail
3 4 (16.67%) Marketing
4 1 (4.17%) Advertising
4 1 (4.17%) Games
Job Titles
1 13 (54.17%) Data Scientist
2 6 (25.00%) Architect
2 6 (25.00%) Data Architect
3 4 (16.67%) Big Data Consultant
3 4 (16.67%) Big Data Architect
3 4 (16.67%) Data Consultant
3 4 (16.67%) Consultant
4 3 (12.50%) Developer
4 3 (12.50%) C++ Developer
5 1 (4.17%) QA Manager
5 1 (4.17%) Test Manager
5 1 (4.17%) QA Test Manager
5 1 (4.17%) Research Scientist
Libraries, Frameworks & Software Standards
1 4 (16.67%) Natural Language Processing
1 4 (16.67%) Kafka
2 3 (12.50%) MapReduce
3 1 (4.17%) STL
3 1 (4.17%) JSON
3 1 (4.17%) Boost C++ Libraries
3 1 (4.17%) SciPy
3 1 (4.17%) NumPy
3 1 (4.17%) Matplotlib
3 1 (4.17%) D3.js
Miscellaneous
1 12 (50.00%) Computer Science
2 9 (37.50%) Physics
2 9 (37.50%) Mathematics
2 9 (37.50%) Statistics
3 7 (29.17%) Visualisation
3 7 (29.17%) Neural Network
4 6 (25.00%) Informatics
4 6 (25.00%) Applied Mathematics
4 6 (25.00%) Chemistry
4 6 (25.00%) Psychology
4 6 (25.00%) Economics
4 6 (25.00%) Artificial Intelligence
4 6 (25.00%) Digital Media
5 2 (8.33%) Smart Meter
6 1 (4.17%) Mobile Games
6 1 (4.17%) Augmented Reality
6 1 (4.17%) Mobile App
Operating Systems
1 3 (12.50%) UNIX
2 1 (4.17%) Windows
2 1 (4.17%) Linux
2 1 (4.17%) Android
2 1 (4.17%) Apple iOS
Processes & Methodologies
1 15 (62.50%) Analytics
2 7 (29.17%) Data Analysis
2 7 (29.17%) Logistic Regression
2 7 (29.17%) Monte Carlo Method
3 6 (25.00%) Data Modelling
3 6 (25.00%) Econometrics
3 6 (25.00%) Biostatistics
3 6 (25.00%) Cluster Analysis
3 6 (25.00%) Bioinformatics
3 6 (25.00%) Business Analysis
3 6 (25.00%) Statistical Analysis
3 6 (25.00%) Predictive Modelling
4 4 (16.67%) TDD
4 4 (16.67%) BDD
5 3 (12.50%) Business Intelligence
5 3 (12.50%) Agile Software Development
5 3 (12.50%) Internet Marketing
5 3 (12.50%) Unit Testing
6 2 (8.33%) Zachman Framework
6 2 (8.33%) TOGAF
Programming Languages
1 18 (75.00%) Java
1 18 (75.00%) Python
2 16 (66.67%) SQL
3 12 (50.00%) C++
4 10 (41.67%) R
5 8 (33.33%) Clojure
6 7 (29.17%) MATLAB
7 6 (25.00%) Ruby
7 6 (25.00%) Scala
8 4 (16.67%) C
9 3 (12.50%) JavaScript
10 1 (4.17%) C#
Qualifications
1 10 (41.67%) PhD
2 9 (37.50%) Degree
Quality Assurance & Compliance
1 1 (4.17%) QA
City, London
Harnham
Salary: £50000 - £85000 per annum + Bonus, Pension
Posted: 3 days ago
City, London
Harnham
Salary: £80000 - £100000 per annum
Posted: 3 days ago
City, London
Aston Carter
Salary: £50000 - £100000 per annum + benefits
Posted: 4 days ago