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

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Machine Learning
Rank 276 304 306
Rank change year-on-year
+28 +2
Permanent jobs citing Machine Learning 27 24 18
As % of all permanent IT jobs located in the City of London 0.28% 0.20% 0.15%
As % of the Processes & Methodologies category 0.33% 0.25% 0.18%
Number of salaries quoted 25 24 17
Average salary £60,000 £68,000 £57,500
Average salary % change year-on-year
-11.76% +18.26%
90% offered a salary of more than £45,500 £41,650 £54,500
10% offered a salary of more than £75,000 £76,750 £80,000
UK excluding London average salary £50,000 £37,500 £45,000
% change year-on-year
+33.33% -16.66%
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
8221 9740 9773
As % of all permanent IT jobs located in the City of London 84.98% 83.03% 82.65%
Number of salaries quoted 7041 8088 8617
Average salary £60,000 £55,000 £55,000
Average salary % change year-on-year
+9.09% -
90% offered a salary of more than £39,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 28 August 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 28 August 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 30 (71.43%) Hadoop
2 24 (57.14%) Python
3 22 (52.38%) Computer Science
4 20 (47.62%) Analytics
5 19 (45.24%) Degree
5 19 (45.24%) Java
6 18 (42.86%) SQL
6 18 (42.86%) Mathematics
6 18 (42.86%) R
7 17 (40.48%) Big Data
8 16 (38.10%) MapReduce
9 14 (33.33%) Data Mining
10 12 (28.57%) Analytical Skills
11 11 (26.19%) Algorithms
11 11 (26.19%) MATLAB
11 11 (26.19%) NoSQL
11 11 (26.19%) Statistics
11 11 (26.19%) Apache Hive
12 10 (23.81%) SAS
12 10 (23.81%) PhD
13 9 (21.43%) C++
14 8 (19.05%) Agile Software Development
14 8 (19.05%) MongoDB
15 7 (16.67%) Visualisation
15 7 (16.67%) Smart Meter
15 7 (16.67%) Physics
15 7 (16.67%) Zachman Framework
15 7 (16.67%) TOGAF
15 7 (16.67%) UNIX
16 6 (14.29%) Foreign Exchange (FX)

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

For the 6 months to 28 August 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 (23.81%) SAS
2 4 (9.52%) Apache Pig
3 3 (7.14%) Apache Spark
4 2 (4.76%) Apache Solr
5 1 (2.38%) SharePoint Server
Applications
1 4 (9.52%) SPSS
1 4 (9.52%) Mathematica
2 1 (2.38%) Gephi
2 1 (2.38%) GNU Octave
Cloud Services
1 4 (9.52%) Amazon AWS
Communications & Networking
1 1 (2.38%) Wireless
Database & Business Intelligence
1 30 (71.43%) Hadoop
2 17 (40.48%) Big Data
3 14 (33.33%) Data Mining
4 11 (26.19%) Apache Hive
4 11 (26.19%) NoSQL
5 8 (19.05%) MongoDB
6 4 (9.52%) Apache Cassandra
6 4 (9.52%) Data Warehouse
6 4 (9.52%) Mahout
7 3 (7.14%) MySQL
7 3 (7.14%) SQL Server
7 3 (7.14%) OLAP
7 3 (7.14%) Oracle OLAP
8 2 (4.76%) NewSQL
8 2 (4.76%) Amazon Redshift
8 2 (4.76%) KNIME
9 1 (2.38%) QlikView
9 1 (2.38%) Pentaho
9 1 (2.38%) HBase
9 1 (2.38%) Neo4j
General
1 5 (11.90%) Finance
2 2 (4.76%) Telecoms
2 2 (4.76%) Banking
3 1 (2.38%) Publishing
3 1 (2.38%) Front Office
3 1 (2.38%) Electronics
Job Titles
1 22 (52.38%) Data Scientist
2 7 (16.67%) Developer
2 7 (16.67%) Analyst
3 6 (14.29%) Data Analyst
4 4 (9.52%) Project Manager
4 4 (9.52%) IT Project Manager
5 3 (7.14%) Quantitative Developer
6 2 (4.76%) C++ Developer
6 2 (4.76%) Java Developer
7 1 (2.38%) .NET Developer
7 1 (2.38%) Business Analyst
7 1 (2.38%) Junior
7 1 (2.38%) Senior Developer
7 1 (2.38%) Engineering Manager
7 1 (2.38%) Security Analyst
7 1 (2.38%) Junior Project Manager
7 1 (2.38%) Python/Django Developer
7 1 (2.38%) Senior .NET Developer
7 1 (2.38%) Python Developer
7 1 (2.38%) Agile Project Manager
Libraries, Frameworks & Software Standards
1 4 (9.52%) D3.js
2 1 (2.38%) AngularJS
2 1 (2.38%) ZeroMQ
2 1 (2.38%) Flask
2 1 (2.38%) Pandas
2 1 (2.38%) Celery
2 1 (2.38%) DHTML
2 1 (2.38%) HTML
2 1 (2.38%) .NET
2 1 (2.38%) CSS
2 1 (2.38%) Web Services
2 1 (2.38%) XML
2 1 (2.38%) LAMP
2 1 (2.38%) Software Packaging
2 1 (2.38%) Django
2 1 (2.38%) RabbitMQ
Miscellaneous
1 22 (52.38%) Computer Science
2 18 (42.86%) Mathematics
3 12 (28.57%) Analytical Skills
4 11 (26.19%) Statistics
4 11 (26.19%) Algorithms
5 7 (16.67%) Physics
5 7 (16.67%) Smart Meter
5 7 (16.67%) Visualisation
6 6 (14.29%) Mobile Payment
6 6 (14.29%) Foreign Exchange (FX)
7 3 (7.14%) Equities
7 3 (7.14%) Applied Mathematics
7 3 (7.14%) Economics
8 2 (4.76%) User Experience
9 1 (2.38%) Data Structures
9 1 (2.38%) Informatics
9 1 (2.38%) Artificial Intelligence
9 1 (2.38%) Neural Network
Operating Systems
1 7 (16.67%) UNIX
2 5 (11.90%) Linux
Processes & Methodologies
1 20 (47.62%) Analytics
2 16 (38.10%) MapReduce
3 8 (19.05%) Agile Software Development
4 7 (16.67%) Zachman Framework
4 7 (16.67%) TOGAF
5 6 (14.29%) Data Visualisation
6 5 (11.90%) Data Analysis
6 5 (11.90%) Monte Carlo Method
7 4 (9.52%) Open Source
7 4 (9.52%) PRINCE2
7 4 (9.52%) Data Modelling
7 4 (9.52%) ETL
7 4 (9.52%) Change Control
7 4 (9.52%) Bayesian Methods
8 3 (7.14%) SDLC
8 3 (7.14%) Statistical Modelling
8 3 (7.14%) ITIL
8 3 (7.14%) Business Intelligence
8 3 (7.14%) Project Management
8 3 (7.14%) Pattern Recognition
Programming Languages
1 24 (57.14%) Python
2 19 (45.24%) Java
3 18 (42.86%) SQL
3 18 (42.86%) R
4 11 (26.19%) MATLAB
5 9 (21.43%) C++
6 6 (14.29%) Scala
7 5 (11.90%) JavaScript
8 4 (9.52%) Perl
8 4 (9.52%) AWK
8 4 (9.52%) Ruby
8 4 (9.52%) sed
9 2 (4.76%) C
10 1 (2.38%) C#
10 1 (2.38%) Bash Shell
10 1 (2.38%) VB.NET
Qualifications
1 19 (45.24%) Degree
2 10 (23.81%) PhD
3 2 (4.76%) PRINCE2 Certification
System Software
1 2 (4.76%) Docker
Systems Management
1 1 (2.38%) Vagrant
Vendors
1 4 (9.52%) Tableau
2 3 (7.14%) Oracle
3 2 (4.76%) Sybase
3 2 (4.76%) Teradata
3 2 (4.76%) Vertica
4 1 (2.38%) Atlassian
4 1 (2.38%) Splunk
4 1 (2.38%) Cognos
City, London
Harris Global
Salary: £50000.00 - £90000.00 per annum + Benifits + Bonus
Posted: 2 days ago
City, London
Client Server
Salary: £55k to £70k + benefits
Posted: 2 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 3 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 25 days ago