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

Location
3 months to
29 Jul 2015
Same period 2014 Same period 2013
Machine Learning
Rank 276 318 316
Rank change year-on-year
+42 -2
Permanent jobs citing Machine Learning 30 18 8
As % of all permanent IT jobs located in the City of London 0.29% 0.15% 0.067%
As % of the Processes & Methodologies category 0.34% 0.17% 0.081%
Number of salaries quoted 27 17 8
Average salary £60,000 £70,000 £60,000
Average salary % change year-on-year
-14.28% +16.66%
90% offered a salary of more than £45,500 £45,500 £35,000
10% offered a salary of more than £79,000 £78,500 £72,250
UK excluding London average salary £45,500 £37,500 £46,250
% change year-on-year
+21.33% -18.91%
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
8954 10367 9930
As % of all permanent IT jobs located in the City of London 85.13% 83.55% 82.90%
Number of salaries quoted 7647 8559 8684
Average salary £60,000 £57,500 £55,000
Average salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,000 £37,500 £36,500
10% offered a salary of more than £82,500 £80,000 £80,000
UK excluding London average salary £44,500 £42,500 £40,995
% change year-on-year
+4.70% +3.67%

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 July 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 29 July 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 29 (64.44%) Hadoop
2 27 (60.00%) Degree
2 27 (60.00%) Computer Science
3 26 (57.78%) Analytics
3 26 (57.78%) Python
4 21 (46.67%) Big Data
5 19 (42.22%) Java
6 18 (40.00%) Mathematics
7 17 (37.78%) R
7 17 (37.78%) SQL
7 17 (37.78%) Data Mining
8 16 (35.56%) MapReduce
9 14 (31.11%) Analytical Skills
10 12 (26.67%) NoSQL
10 12 (26.67%) Apache Hive
10 12 (26.67%) PhD
11 11 (24.44%) Algorithms
12 10 (22.22%) SAS
12 10 (22.22%) Statistics
13 9 (20.00%) MongoDB
13 9 (20.00%) Visualisation
13 9 (20.00%) MATLAB
13 9 (20.00%) C++
14 8 (17.78%) Zachman Framework
14 8 (17.78%) TOGAF
14 8 (17.78%) Smart Meter
15 7 (15.56%) Data Visualisation
15 7 (15.56%) Agile Software Development
16 6 (13.33%) UNIX
16 6 (13.33%) Scala

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

For the 6 months to 29 July 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 10 (22.22%) SAS
2 4 (8.89%) Apache Pig
2 4 (8.89%) Elasticsearch
3 2 (4.44%) Apache Spark
4 1 (2.22%) SharePoint Server
4 1 (2.22%) Apache Solr
Applications
1 4 (8.89%) SPSS
1 4 (8.89%) Mathematica
2 1 (2.22%) Gephi
2 1 (2.22%) GNU Octave
Cloud Services
1 4 (8.89%) Amazon AWS
Communications & Networking
1 1 (2.22%) Wireless
Database & Business Intelligence
1 29 (64.44%) Hadoop
2 21 (46.67%) Big Data
3 17 (37.78%) Data Mining
4 12 (26.67%) NoSQL
4 12 (26.67%) Apache Hive
5 9 (20.00%) MongoDB
6 4 (8.89%) Mahout
7 3 (6.67%) Oracle OLAP
7 3 (6.67%) MySQL
7 3 (6.67%) SQL Server
7 3 (6.67%) OLAP
7 3 (6.67%) Data Warehouse
8 2 (4.44%) Apache Cassandra
8 2 (4.44%) Amazon Redshift
9 1 (2.22%) KNIME
9 1 (2.22%) HBase
9 1 (2.22%) Neo4j
9 1 (2.22%) NewSQL
9 1 (2.22%) QlikView
9 1 (2.22%) Pentaho
General
1 4 (8.89%) Finance
2 1 (2.22%) Publishing
2 1 (2.22%) Banking
2 1 (2.22%) Front Office
2 1 (2.22%) Electronics
2 1 (2.22%) Telecoms
Job Titles
1 25 (55.56%) Data Scientist
2 7 (15.56%) Analyst
3 6 (13.33%) Developer
3 6 (13.33%) Data Analyst
4 4 (8.89%) IT Project Manager
4 4 (8.89%) Project Manager
5 3 (6.67%) Quantitative Developer
6 2 (4.44%) Java Developer
7 1 (2.22%) .NET Developer
7 1 (2.22%) C++ Developer
7 1 (2.22%) Junior Project Manager
7 1 (2.22%) Senior .NET Developer
7 1 (2.22%) Python Developer
7 1 (2.22%) Agile Project Manager
7 1 (2.22%) Django Developer
7 1 (2.22%) Junior IT Project Manager
7 1 (2.22%) Business Analyst
7 1 (2.22%) Junior
7 1 (2.22%) Graduate
7 1 (2.22%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (11.11%) D3.js
1 5 (11.11%) Pandas
2 4 (8.89%) scikit-learn
3 1 (2.22%) Celery
3 1 (2.22%) AngularJS
3 1 (2.22%) ZeroMQ
3 1 (2.22%) Flask
3 1 (2.22%) DHTML
3 1 (2.22%) HTML
3 1 (2.22%) .NET
3 1 (2.22%) CSS
3 1 (2.22%) Web Services
3 1 (2.22%) XML
3 1 (2.22%) LAMP
3 1 (2.22%) Software Packaging
3 1 (2.22%) Django
3 1 (2.22%) RabbitMQ
3 1 (2.22%) Natural Language Processing
Miscellaneous
1 27 (60.00%) Computer Science
2 18 (40.00%) Mathematics
3 14 (31.11%) Analytical Skills
4 11 (24.44%) Algorithms
5 10 (22.22%) Statistics
6 9 (20.00%) Visualisation
7 8 (17.78%) Smart Meter
8 6 (13.33%) Physics
9 5 (11.11%) Applied Mathematics
10 4 (8.89%) Foreign Exchange (FX)
10 4 (8.89%) Economics
10 4 (8.89%) Mobile Payment
11 3 (6.67%) Equities
12 2 (4.44%) Artificial Intelligence
13 1 (2.22%) Neural Network
13 1 (2.22%) Informatics
13 1 (2.22%) User Experience
13 1 (2.22%) Data Structures
13 1 (2.22%) Social Network
Operating Systems
1 6 (13.33%) UNIX
2 5 (11.11%) Linux
Processes & Methodologies
1 26 (57.78%) Analytics
2 16 (35.56%) MapReduce
3 8 (17.78%) Zachman Framework
3 8 (17.78%) TOGAF
4 7 (15.56%) Agile Software Development
4 7 (15.56%) Data Visualisation
5 5 (11.11%) Monte Carlo Method
5 5 (11.11%) Open Source
5 5 (11.11%) Data Analysis
6 4 (8.89%) Operations Research
6 4 (8.89%) Predictive Analytics
6 4 (8.89%) PRINCE2
6 4 (8.89%) ETL
6 4 (8.89%) Pattern Recognition
6 4 (8.89%) Change Control
7 3 (6.67%) ITIL
7 3 (6.67%) Bayesian Methods
7 3 (6.67%) SDLC
7 3 (6.67%) Business Intelligence
7 3 (6.67%) Project Management
Programming Languages
1 26 (57.78%) Python
2 19 (42.22%) Java
3 17 (37.78%) SQL
3 17 (37.78%) R
4 9 (20.00%) C++
4 9 (20.00%) MATLAB
5 6 (13.33%) Scala
6 4 (8.89%) sed
6 4 (8.89%) AWK
6 4 (8.89%) Ruby
6 4 (8.89%) JavaScript
6 4 (8.89%) Perl
7 1 (2.22%) C
7 1 (2.22%) C#
7 1 (2.22%) Bash Shell
7 1 (2.22%) VB.NET
Qualifications
1 27 (60.00%) Degree
2 12 (26.67%) PhD
3 2 (4.44%) PRINCE2 Certification
System Software
1 2 (4.44%) Docker
Systems Management
1 1 (2.22%) Vagrant
Vendors
1 5 (11.11%) Tableau
2 3 (6.67%) Oracle
3 2 (4.44%) Sybase
3 2 (4.44%) Teradata
3 2 (4.44%) Vertica
4 1 (2.22%) Atlassian
4 1 (2.22%) Splunk
4 1 (2.22%) Cognos
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £95000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: 4 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 6 days ago
City of London
The People Network
Salary: £55000 - £70000 per annum + Bonus (up to 25%), Pension, Health
Posted: 8 days ago