The table below looks at the statistics 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 29 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Aug 2014
Same period 2013 Same period 2012
Machine Learning
Rank 301 304 328
Rank change year-on-year
+3 +24
Permanent jobs citing Machine Learning 25 18 13
As % of all permanent IT jobs located in the City of London 0.21% 0.15% 0.10%
As % of the Processes & Methodologies category 0.26% 0.19% 0.13%
Number of salaries quoted 25 17 13
Average salary £68,000 £57,500 £60,000
Average salary % change year-on-year
+18.26% -4.16%
90% offered a salary of more than £40,000 £54,500 £55,000
10% offered a salary of more than £76,500 £80,000 £82,500
UK excluding London average salary £37,500 £45,000 £43,750
% change year-on-year
-16.66% +2.85%
Machine Learning
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
9631 9563 10174
As % of all permanent IT jobs located in the City of London 81.10% 80.85% 79.06%
Number of salaries quoted 7983 8425 9281
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 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 29 August 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 29 August 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 25 (75.76%) Java
2 22 (66.67%) Big Data
3 20 (60.61%) Analytics
3 20 (60.61%) Hadoop
4 19 (57.58%) Computer Science
5 18 (54.55%) SQL
5 18 (54.55%) Python
6 17 (51.52%) Degree
7 16 (48.48%) C++
8 13 (39.39%) Finance
9 12 (36.36%) Data Mining
10 10 (30.30%) PhD
10 10 (30.30%) Data Analysis
10 10 (30.30%) Neural Network
10 10 (30.30%) Visualisation
10 10 (30.30%) R
11 9 (27.27%) Predictive Modelling
11 9 (27.27%) Clojure
11 9 (27.27%) Relational Database
11 9 (27.27%) Bayesian Methods
11 9 (27.27%) Statistics
11 9 (27.27%) Mathematics
11 9 (27.27%) Physics
11 9 (27.27%) SAS
11 9 (27.27%) SPSS
12 8 (24.24%) MATLAB
12 8 (24.24%) Logistic Regression
12 8 (24.24%) Markov Chain
12 8 (24.24%) Gibbs Sampling
12 8 (24.24%) Monte Carlo Method

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

For the 6 months to 29 August 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 9 (27.27%) SAS
2 7 (21.21%) Apache Pig
Applications
1 9 (27.27%) SPSS
2 7 (21.21%) CPLEX
Communications & Networking
1 2 (6.06%) Internet
Database & Business Intelligence
1 22 (66.67%) Big Data
2 20 (60.61%) Hadoop
3 12 (36.36%) Data Mining
4 9 (27.27%) Relational Database
5 5 (15.15%) Apache Hive
5 5 (15.15%) MongoDB
5 5 (15.15%) NoSQL
5 5 (15.15%) HBase
6 2 (6.06%) QlikView
7 1 (3.03%) Text Mining
Development Applications
1 4 (12.12%) Git (software)
2 1 (3.03%) Jenkins
2 1 (3.03%) JIRA
2 1 (3.03%) Selenium
General
1 13 (39.39%) Finance
2 7 (21.21%) Retail
3 3 (9.09%) Marketing
4 2 (6.06%) Front Office
4 2 (6.06%) Banking
5 1 (3.03%) Advertising
5 1 (3.03%) Games
Job Titles
1 16 (48.48%) Data Scientist
2 7 (21.21%) Developer
3 5 (15.15%) Architect
3 5 (15.15%) Data Architect
4 4 (12.12%) Consultant
4 4 (12.12%) Big Data Consultant
4 4 (12.12%) Big Data Architect
4 4 (12.12%) Data Consultant
5 3 (9.09%) C++ Developer
6 2 (6.06%) C# Developer
6 2 (6.06%) Analyst
6 2 (6.06%) Front Office Developer
6 2 (6.06%) Data Analyst
6 2 (6.06%) Java Developer
7 1 (3.03%) QA Manager
7 1 (3.03%) Test Manager
7 1 (3.03%) QA Test Manager
7 1 (3.03%) Research Scientist
Libraries, Frameworks & Software Standards
1 4 (12.12%) Natural Language Processing
1 4 (12.12%) Kafka
2 1 (3.03%) D3.js
2 1 (3.03%) STL
2 1 (3.03%) JSON
2 1 (3.03%) Boost C++ Libraries
2 1 (3.03%) SciPy
2 1 (3.03%) NumPy
2 1 (3.03%) Matplotlib
Miscellaneous
1 19 (57.58%) Computer Science
2 10 (30.30%) Visualisation
2 10 (30.30%) Neural Network
3 9 (27.27%) Statistics
3 9 (27.27%) Mathematics
3 9 (27.27%) Physics
4 7 (21.21%) Chemistry
4 7 (21.21%) Psychology
4 7 (21.21%) Digital Media
4 7 (21.21%) Applied Mathematics
4 7 (21.21%) Informatics
4 7 (21.21%) Economics
4 7 (21.21%) Artificial Intelligence
5 5 (15.15%) Smart Meter
6 2 (6.06%) Derivative
7 1 (3.03%) Mobile Games
7 1 (3.03%) Mobile App
7 1 (3.03%) Augmented Reality
Operating Systems
1 3 (9.09%) UNIX
2 1 (3.03%) Windows
2 1 (3.03%) Linux
2 1 (3.03%) Android
2 1 (3.03%) Apple iOS
Processes & Methodologies
1 20 (60.61%) Analytics
2 10 (30.30%) Data Analysis
3 9 (27.27%) Predictive Modelling
3 9 (27.27%) Bayesian Methods
4 8 (24.24%) Markov Chain
4 8 (24.24%) Monte Carlo Method
4 8 (24.24%) Gibbs Sampling
4 8 (24.24%) Logistic Regression
5 7 (21.21%) Cluster Analysis
5 7 (21.21%) Biostatistics
5 7 (21.21%) Bioinformatics
5 7 (21.21%) Business Analysis
5 7 (21.21%) Statistical Analysis
5 7 (21.21%) Data Modelling
5 7 (21.21%) Econometrics
5 7 (21.21%) Structural Equation Modelling
5 7 (21.21%) Factor Analysis
5 7 (21.21%) Time Series Analysis
6 6 (18.18%) MapReduce
7 5 (15.15%) Zachman Framework
Programming Languages
1 25 (75.76%) Java
2 18 (54.55%) SQL
2 18 (54.55%) Python
3 16 (48.48%) C++
4 10 (30.30%) R
5 9 (27.27%) Clojure
6 8 (24.24%) MATLAB
7 7 (21.21%) Ruby
8 6 (18.18%) Scala
9 5 (15.15%) C#
10 4 (12.12%) C
11 3 (9.09%) JavaScript
Qualifications
1 17 (51.52%) Degree
2 10 (30.30%) PhD
Quality Assurance & Compliance
1 1 (3.03%) QA
Vendors
1 2 (6.06%) Tableau
City, London
Client Server
Salary: £60k to £80k + bonus + benefits
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £31000 - £60000 per annum + bonus, benefits, healthcare
Posted: 3 days ago
City of London
Harrington Starr
Salary: £30000 - £50000 per annum
Posted: 6 days ago
City of London
Huxley Associates
Salary: competitive
Posted: 11 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 21 days ago