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

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Machine Learning
Rank 294 329 307
Rank change year-on-year
+35 -22
Permanent jobs citing Machine Learning 16 9 27
As % of all permanent IT jobs located in the City of London 0.15% 0.072% 0.23%
As % of the Processes & Methodologies category 0.18% 0.087% 0.28%
Number of salaries quoted 15 9 27
Average salary £55,000 £60,000 £62,500
Average salary % change year-on-year
-8.33% -4.00%
90% offered a salary of more than £45,500 £37,500 £61,500
10% offered a salary of more than £70,000 £73,000 £75,000
UK excluding London average salary £38,750 £42,500 £42,750
% change year-on-year
-8.82% -0.58%
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
9005 10387 9634
As % of all permanent IT jobs located in the City of London 84.94% 82.71% 80.75%
Number of salaries quoted 7574 8652 8435
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £38,000 £37,500 £37,500
10% offered a salary of more than £82,500 £80,000 £80,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

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 17 April 2015.

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 17 April 2015, 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 22 (73.33%) Analytics
2 20 (66.67%) Computer Science
3 19 (63.33%) Degree
4 17 (56.67%) Big Data
4 17 (56.67%) Data Mining
5 16 (53.33%) Hadoop
6 14 (46.67%) Python
7 12 (40.00%) Java
7 12 (40.00%) SQL
7 12 (40.00%) MapReduce
7 12 (40.00%) Algorithms
8 10 (33.33%) MongoDB
8 10 (33.33%) NoSQL
8 10 (33.33%) PhD
8 10 (33.33%) C++
8 10 (33.33%) Finance
9 9 (30.00%) Visualisation
9 9 (30.00%) Smart Meter
9 9 (30.00%) Zachman Framework
9 9 (30.00%) TOGAF
9 9 (30.00%) Apache Hive
10 8 (26.67%) SAS
11 7 (23.33%) Tableau
12 6 (20.00%) Neural Network
13 5 (16.67%) Data Analysis
13 5 (16.67%) Artificial Intelligence
13 5 (16.67%) Predictive Analytics
13 5 (16.67%) Banking
13 5 (16.67%) Statistics
13 5 (16.67%) Predictive Modelling

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

For the 6 months to 17 April 2015, 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 8 (26.67%) SAS
2 4 (13.33%) Elasticsearch
3 1 (3.33%) Apache Spark
Applications
1 5 (16.67%) SPSS
Communications & Networking
1 1 (3.33%) TCP/IP
Database & Business Intelligence
1 17 (56.67%) Data Mining
1 17 (56.67%) Big Data
2 16 (53.33%) Hadoop
3 10 (33.33%) MongoDB
3 10 (33.33%) NoSQL
4 9 (30.00%) Apache Hive
5 5 (16.67%) QlikView
5 5 (16.67%) Relational Database
6 1 (3.33%) Mahout
6 1 (3.33%) SQL Server
General
1 10 (33.33%) Finance
2 5 (16.67%) Banking
3 1 (3.33%) Front Office
Job Titles
1 19 (63.33%) Data Scientist
2 5 (16.67%) Analyst
2 5 (16.67%) Data Analyst
3 4 (13.33%) Developer
4 1 (3.33%) Front Office Developer
4 1 (3.33%) Senior Developer
4 1 (3.33%) .NET Developer
4 1 (3.33%) Quantitative Developer
4 1 (3.33%) Senior .NET Developer
4 1 (3.33%) Python Developer
Libraries, Frameworks & Software Standards
1 5 (16.67%) Pandas
2 4 (13.33%) scikit-learn
3 2 (6.67%) D3.js
4 1 (3.33%) DHTML
4 1 (3.33%) HTML
4 1 (3.33%) .NET
4 1 (3.33%) CSS
4 1 (3.33%) Ajax
4 1 (3.33%) SciPy
4 1 (3.33%) NumPy
4 1 (3.33%) Natural Language Processing
Miscellaneous
1 20 (66.67%) Computer Science
2 12 (40.00%) Algorithms
3 9 (30.00%) Smart Meter
3 9 (30.00%) Visualisation
4 6 (20.00%) Neural Network
5 5 (16.67%) Statistics
5 5 (16.67%) Artificial Intelligence
5 5 (16.67%) Analytical Skills
6 4 (13.33%) Mathematics
6 4 (13.33%) Applied Mathematics
7 2 (6.67%) Physics
7 2 (6.67%) Economics
7 2 (6.67%) Data Structures
7 2 (6.67%) Open Source
8 1 (3.33%) Hedge funds
8 1 (3.33%) Embedded Systems
8 1 (3.33%) Mobile App
8 1 (3.33%) Derivative
8 1 (3.33%) Social Network
Operating Systems
1 1 (3.33%) UNIX
1 1 (3.33%) Windows
1 1 (3.33%) Linux
1 1 (3.33%) Android
Processes & Methodologies
1 22 (73.33%) Analytics
2 12 (40.00%) MapReduce
3 9 (30.00%) Zachman Framework
3 9 (30.00%) TOGAF
4 5 (16.67%) Data Analysis
4 5 (16.67%) Predictive Analytics
4 5 (16.67%) Investment Management
4 5 (16.67%) Predictive Modelling
4 5 (16.67%) Data Analytics
5 2 (6.67%) Statistical Modelling
5 2 (6.67%) Pattern Recognition
5 2 (6.67%) Data Visualisation
5 2 (6.67%) Monte Carlo Method
5 2 (6.67%) Quantitative Analysis
5 2 (6.67%) Operations Research
6 1 (3.33%) OO
6 1 (3.33%) E-Commerce
6 1 (3.33%) ETL
6 1 (3.33%) Validation
6 1 (3.33%) Risk Analysis
Programming Languages
1 14 (46.67%) Python
2 12 (40.00%) SQL
2 12 (40.00%) Java
3 10 (33.33%) C++
4 5 (16.67%) R
5 3 (10.00%) C#
6 2 (6.67%) JavaScript
7 1 (3.33%) C
7 1 (3.33%) VB.NET
7 1 (3.33%) MATLAB
7 1 (3.33%) Scala
Qualifications
1 19 (63.33%) Degree
2 10 (33.33%) PhD
Vendors
1 7 (23.33%) Tableau
City of London
Harrington Starr
Salary: £50000 - £55000 per annum
Posted: 5 hours ago
City, London
Client Server
Salary: £45k to £60k + benefits
Posted: 12 hours ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 20 hours ago
City of London
Harrington Starr
Salary: £30000 - £50000 per annum + share options scheme
Posted: 3 days ago
City of London
Energon Global
Salary: £45000.00 - £65000 per annum
Posted: 9 days ago
City of London
Energon Global
Salary: £40000 - £60000 per annum + Bonus
Posted: 10 days ago