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

Location
3 months to
4 Mar 2015
Same period 2014 Same period 2013
Machine Learning
Rank 296 309 287
Rank change year-on-year
+13 -22
Permanent jobs citing Machine Learning 15 10 16
As % of all permanent IT jobs located in the City of London 0.14% 0.095% 0.15%
As % of the Processes & Methodologies category 0.17% 0.11% 0.18%
Number of salaries quoted 12 10 16
Average salary £55,000 £52,500 £62,500
Average salary % change year-on-year
+4.76% -16.00%
90% offered a salary of more than £45,500 £37,500 £46,250
10% offered a salary of more than £70,000 £62,500 £73,750
UK excluding London average salary £42,500 £37,500 £38,000
% change year-on-year
+13.33% -1.31%
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
8604 8714 8726
As % of all permanent IT jobs located in the City of London 83.17% 82.85% 80.14%
Number of salaries quoted 7264 7326 7799
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 £82,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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 4 March 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 4 March 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 31 (73.81%) Analytics
2 26 (61.90%) Data Mining
3 24 (57.14%) Computer Science
4 23 (54.76%) Degree
4 23 (54.76%) Finance
4 23 (54.76%) SQL
5 21 (50.00%) Algorithms
6 20 (47.62%) Big Data
6 20 (47.62%) Visualisation
6 20 (47.62%) Python
7 19 (45.24%) Hadoop
8 18 (42.86%) Java
8 18 (42.86%) SAS
9 17 (40.48%) Neural Network
10 16 (38.10%) Data Analysis
10 16 (38.10%) SPSS
10 16 (38.10%) Predictive Modelling
10 16 (38.10%) Relational Database
11 14 (33.33%) Tableau
11 14 (33.33%) C++
11 14 (33.33%) PhD
12 12 (28.57%) Banking
12 12 (28.57%) QlikView
12 12 (28.57%) Investment Management
12 12 (28.57%) Data Analytics
13 10 (23.81%) MapReduce
14 9 (21.43%) Apache Hive
15 8 (19.05%) MongoDB
15 8 (19.05%) NoSQL
15 8 (19.05%) R

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

For the 6 months to 4 March 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 18 (42.86%) SAS
2 6 (14.29%) Apache Pig
3 4 (9.52%) Elasticsearch
4 1 (2.38%) NServiceBus
4 1 (2.38%) Apache Spark
Applications
1 16 (38.10%) SPSS
2 4 (9.52%) CPLEX
Communications & Networking
1 1 (2.38%) TCP/IP
Database & Business Intelligence
1 26 (61.90%) Data Mining
2 20 (47.62%) Big Data
3 19 (45.24%) Hadoop
4 16 (38.10%) Relational Database
5 12 (28.57%) QlikView
6 9 (21.43%) Apache Hive
7 8 (19.05%) MongoDB
7 8 (19.05%) NoSQL
8 1 (2.38%) Mahout
8 1 (2.38%) SQL Server
General
1 23 (54.76%) Finance
2 12 (28.57%) Banking
3 4 (9.52%) Retail
4 3 (7.14%) Front Office
Job Titles
1 20 (47.62%) Data Scientist
2 12 (28.57%) Data Analyst
2 12 (28.57%) Analyst
3 6 (14.29%) Developer
4 3 (7.14%) Front Office Developer
5 1 (2.38%) Python Developer
5 1 (2.38%) C++ Developer
5 1 (2.38%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 5 (11.90%) Pandas
2 2 (4.76%) Apache Avro
2 2 (4.76%) D3.js
3 1 (2.38%) Unity DI Container
3 1 (2.38%) Natural Language Processing
3 1 (2.38%) SciPy
3 1 (2.38%) NumPy
3 1 (2.38%) RabbitMQ
3 1 (2.38%) Ajax
3 1 (2.38%) MSMQ
3 1 (2.38%) .NET
3 1 (2.38%) J2EE
3 1 (2.38%) ADO.NET
Miscellaneous
1 24 (57.14%) Computer Science
2 21 (50.00%) Algorithms
3 20 (47.62%) Visualisation
4 17 (40.48%) Neural Network
5 8 (19.05%) Statistics
5 8 (19.05%) Mathematics
5 8 (19.05%) Applied Mathematics
5 8 (19.05%) Artificial Intelligence
6 7 (16.67%) Smart Meter
6 7 (16.67%) Analytical Skills
7 6 (14.29%) Economics
7 6 (14.29%) Physics
8 4 (9.52%) Digital Media
8 4 (9.52%) Informatics
8 4 (9.52%) Chemistry
8 4 (9.52%) Psychology
9 2 (4.76%) Derivative
9 2 (4.76%) Open Source
10 1 (2.38%) Embedded Systems
10 1 (2.38%) Mobile App
Operating Systems
1 2 (4.76%) UNIX
2 1 (2.38%) Android
2 1 (2.38%) Windows
2 1 (2.38%) Linux
Processes & Methodologies
1 31 (73.81%) Analytics
2 16 (38.10%) Data Analysis
2 16 (38.10%) Predictive Modelling
3 12 (28.57%) Investment Management
3 12 (28.57%) Data Analytics
4 10 (23.81%) MapReduce
5 7 (16.67%) Zachman Framework
5 7 (16.67%) TOGAF
6 6 (14.29%) Monte Carlo Method
7 5 (11.90%) Predictive Analytics
7 5 (11.90%) Bayesian Methods
8 4 (9.52%) Time Series Analysis
8 4 (9.52%) Markov Chain
8 4 (9.52%) Factor Analysis
8 4 (9.52%) Structural Equation Modelling
8 4 (9.52%) Gibbs Sampling
8 4 (9.52%) Linear Regression
8 4 (9.52%) Database Theory
8 4 (9.52%) Relational Database Theory
8 4 (9.52%) Econometrics
Programming Languages
1 23 (54.76%) SQL
2 20 (47.62%) Python
3 18 (42.86%) Java
4 14 (33.33%) C++
5 8 (19.05%) R
6 5 (11.90%) MATLAB
7 4 (9.52%) Clojure
7 4 (9.52%) Ruby
7 4 (9.52%) C#
8 2 (4.76%) C
8 2 (4.76%) JavaScript
9 1 (2.38%) Scala
Qualifications
1 23 (54.76%) Degree
2 14 (33.33%) PhD
Vendors
1 14 (33.33%) Tableau
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 56 minutes ago
City, London
Parallel Consulting
Salary: £31000 - £60000 per annum + bonus, benefits, healthcare
Posted: 6 hours ago
City, London
Client Server
Salary: £55k to £70k + benefits
Posted: 8 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £80000 per annum, Benefits Benefits
Posted: 2 days ago
City, London
Royal Mail Group
Salary: Excellent salary & Benefits
Posted: 15 days ago
City of London
Energize Recruitment Solutions Ltd
Salary: £1000 per day
Posted: 26 days ago