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

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Machine Learning
Rank 285 334 316
Rank change year-on-year
+49 -18
Permanent jobs citing Machine Learning 23 9 15
As % of all permanent IT jobs located in the City of London 0.22% 0.071% 0.12%
As % of the Processes & Methodologies category 0.26% 0.085% 0.15%
Number of salaries quoted 19 8 15
Average salary £60,000 £66,250 £62,500
Average salary % change year-on-year
-9.43% +6.00%
90% offered a salary of more than £44,900 £43,850 £37,000
10% offered a salary of more than £85,000 £72,500 £74,500
UK excluding London average salary £50,000 £40,000 £50,000
% change year-on-year
+25.00% -20.00%
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
8846 10616 9965
As % of all permanent IT jobs located in the City of London 85.34% 83.90% 82.44%
Number of salaries quoted 7581 8841 8628
Average salary £59,000 £57,500 £55,000
Average salary % change year-on-year
+2.60% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,000
10% offered a salary of more than £82,500 £80,000 £80,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 3 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 3 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 26 (66.67%) Degree
1 26 (66.67%) Hadoop
2 25 (64.10%) Analytics
3 24 (61.54%) Computer Science
4 22 (56.41%) Python
5 21 (53.85%) Big Data
6 16 (41.03%) Java
7 15 (38.46%) SQL
7 15 (38.46%) Data Mining
7 15 (38.46%) Mathematics
7 15 (38.46%) MapReduce
8 13 (33.33%) R
9 12 (30.77%) Analytical Skills
10 11 (28.21%) Apache Hive
10 11 (28.21%) NoSQL
10 11 (28.21%) PhD
11 10 (25.64%) Algorithms
12 9 (23.08%) MongoDB
12 9 (23.08%) Visualisation
12 9 (23.08%) SAS
12 9 (23.08%) C++
12 9 (23.08%) Statistics
13 8 (20.51%) Zachman Framework
13 8 (20.51%) TOGAF
13 8 (20.51%) Smart Meter
14 7 (17.95%) MATLAB
15 6 (15.38%) Agile Software Development
15 6 (15.38%) Applied Mathematics
15 6 (15.38%) Data Visualisation
16 5 (12.82%) Tableau

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

For the 6 months to 3 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 9 (23.08%) SAS
2 4 (10.26%) Elasticsearch
3 3 (7.69%) Apache Pig
4 1 (2.56%) Apache Spark
4 1 (2.56%) SharePoint Server
Applications
1 3 (7.69%) SPSS
1 3 (7.69%) Mathematica
2 1 (2.56%) Gephi
2 1 (2.56%) GNU Octave
Cloud Services
1 2 (5.13%) Amazon AWS
Database & Business Intelligence
1 26 (66.67%) Hadoop
2 21 (53.85%) Big Data
3 15 (38.46%) Data Mining
4 11 (28.21%) Apache Hive
4 11 (28.21%) NoSQL
5 9 (23.08%) MongoDB
6 4 (10.26%) Mahout
7 2 (5.13%) SQL Server
7 2 (5.13%) OLAP
7 2 (5.13%) Data Warehouse
7 2 (5.13%) Oracle OLAP
8 1 (2.56%) QlikView
8 1 (2.56%) Pentaho
8 1 (2.56%) Apache Cassandra
8 1 (2.56%) HBase
8 1 (2.56%) Neo4j
8 1 (2.56%) MySQL
8 1 (2.56%) Amazon Redshift
General
1 5 (12.82%) Finance
2 1 (2.56%) Electronics
Job Titles
1 22 (56.41%) Data Scientist
2 6 (15.38%) Analyst
3 5 (12.82%) Data Analyst
4 4 (10.26%) IT Project Manager
4 4 (10.26%) Project Manager
4 4 (10.26%) Developer
5 2 (5.13%) Quantitative Developer
5 2 (5.13%) Java Developer
6 1 (2.56%) .NET Developer
6 1 (2.56%) C++ Developer
6 1 (2.56%) Junior Project Manager
6 1 (2.56%) Senior .NET Developer
6 1 (2.56%) Agile Project Manager
6 1 (2.56%) Junior IT Project Manager
6 1 (2.56%) Graduate
6 1 (2.56%) Business Analyst
6 1 (2.56%) Junior
6 1 (2.56%) Senior Developer
6 1 (2.56%) Engineering Manager
6 1 (2.56%) Security Analyst
Libraries, Frameworks & Software Standards
1 5 (12.82%) D3.js
2 4 (10.26%) Pandas
2 4 (10.26%) scikit-learn
3 1 (2.56%) DHTML
3 1 (2.56%) HTML
3 1 (2.56%) .NET
3 1 (2.56%) CSS
3 1 (2.56%) Web Services
3 1 (2.56%) XML
3 1 (2.56%) LAMP
3 1 (2.56%) Natural Language Processing
Miscellaneous
1 24 (61.54%) Computer Science
2 15 (38.46%) Mathematics
3 12 (30.77%) Analytical Skills
4 10 (25.64%) Algorithms
5 9 (23.08%) Visualisation
5 9 (23.08%) Statistics
6 8 (20.51%) Smart Meter
7 6 (15.38%) Applied Mathematics
8 5 (12.82%) Physics
9 4 (10.26%) Economics
10 3 (7.69%) Artificial Intelligence
11 2 (5.13%) Neural Network
11 2 (5.13%) Foreign Exchange (FX)
11 2 (5.13%) Equities
11 2 (5.13%) Mobile Payment
12 1 (2.56%) Data Structures
12 1 (2.56%) Social Network
12 1 (2.56%) Informatics
Operating Systems
1 5 (12.82%) UNIX
1 5 (12.82%) Linux
Processes & Methodologies
1 25 (64.10%) Analytics
2 15 (38.46%) MapReduce
3 8 (20.51%) Zachman Framework
3 8 (20.51%) TOGAF
4 6 (15.38%) Data Visualisation
4 6 (15.38%) Agile Software Development
5 5 (12.82%) Open Source
6 4 (10.26%) Pattern Recognition
6 4 (10.26%) Monte Carlo Method
6 4 (10.26%) Data Analysis
6 4 (10.26%) Change Control
6 4 (10.26%) PRINCE2
6 4 (10.26%) Operations Research
6 4 (10.26%) Predictive Analytics
7 3 (7.69%) ETL
7 3 (7.69%) Project Management
7 3 (7.69%) ITIL
7 3 (7.69%) SDLC
8 2 (5.13%) Bayesian Methods
8 2 (5.13%) Statistical Modelling
Programming Languages
1 22 (56.41%) Python
2 16 (41.03%) Java
3 15 (38.46%) SQL
4 13 (33.33%) R
5 9 (23.08%) C++
6 7 (17.95%) MATLAB
7 4 (10.26%) JavaScript
7 4 (10.26%) Scala
8 3 (7.69%) sed
8 3 (7.69%) Perl
8 3 (7.69%) AWK
8 3 (7.69%) Ruby
9 1 (2.56%) C
9 1 (2.56%) C#
9 1 (2.56%) Bash Shell
9 1 (2.56%) VB.NET
Qualifications
1 26 (66.67%) Degree
2 11 (28.21%) PhD
3 2 (5.13%) PRINCE2 Certification
System Software
1 1 (2.56%) Docker
Vendors
1 5 (12.82%) Tableau
2 2 (5.13%) Oracle
2 2 (5.13%) Sybase
3 1 (2.56%) Cognos
3 1 (2.56%) Teradata
3 1 (2.56%) Atlassian
3 1 (2.56%) Splunk
3 1 (2.56%) Vertica
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: Yesterday
City, London
TEKsystems
Salary: £55000 - £85000 per annum + benefits
Posted: 4 days ago
City, London
Harrington Starr
Salary: £60000 - £65000 per annum + Benefits + Bonus
Posted: 6 days ago
City, London
Bond Mckenzie
Salary: From £55,000 to £75,000 per annum PLUS BONUS AND BENEFITS
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 25 days ago