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

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
Machine Learning
Rank 291 335 302
Rank change year-on-year
+44 -33
Permanent jobs citing Machine Learning 11 7 26
As % of all permanent IT jobs located in the City of London 0.11% 0.055% 0.22%
As % of the Processes & Methodologies category 0.13% 0.067% 0.27%
Number of salaries quoted 10 6 26
Average salary £55,000 £61,250 £62,500
Average salary % change year-on-year
-10.20% -2.00%
90% offered a salary of more than £45,500 £50,000 £53,750
10% offered a salary of more than £75,000 £71,250 £77,500
UK excluding London average salary £53,750 £42,500 £50,000
% change year-on-year
+26.47% -15.00%
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
8585 10464 9545
As % of all permanent IT jobs located in the City of London 85.53% 82.83% 81.27%
Number of salaries quoted 7277 8749 8219
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £39,000 £37,500 £37,500
10% offered a salary of more than £80,100 £80,000 £80,000
UK excluding London average salary £44,485 £42,500 £40,000
% change year-on-year
+4.66% +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 22 May 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 22 May 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 19 (70.37%) Degree
1 19 (70.37%) Computer Science
1 19 (70.37%) Analytics
2 18 (66.67%) Hadoop
3 17 (62.96%) Big Data
4 13 (48.15%) MapReduce
4 13 (48.15%) Java
4 13 (48.15%) Python
4 13 (48.15%) Data Mining
5 10 (37.04%) PhD
5 10 (37.04%) C++
5 10 (37.04%) MongoDB
5 10 (37.04%) NoSQL
6 9 (33.33%) Zachman Framework
6 9 (33.33%) TOGAF
6 9 (33.33%) Smart Meter
6 9 (33.33%) Algorithms
6 9 (33.33%) Apache Hive
7 8 (29.63%) SQL
8 7 (25.93%) Mathematics
9 6 (22.22%) R
9 6 (22.22%) Statistics
10 5 (18.52%) Visualisation
10 5 (18.52%) Applied Mathematics
10 5 (18.52%) SAS
10 5 (18.52%) Analytical Skills
11 4 (14.81%) scikit-learn
11 4 (14.81%) Elasticsearch
11 4 (14.81%) Pandas
11 4 (14.81%) Predictive Analytics

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

For the 6 months to 22 May 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 5 (18.52%) SAS
2 4 (14.81%) Elasticsearch
Communications & Networking
1 1 (3.70%) TCP/IP
Database & Business Intelligence
1 18 (66.67%) Hadoop
2 17 (62.96%) Big Data
3 13 (48.15%) Data Mining
4 10 (37.04%) MongoDB
4 10 (37.04%) NoSQL
5 9 (33.33%) Apache Hive
6 3 (11.11%) SQL Server
7 1 (3.70%) Data Warehouse
7 1 (3.70%) Mahout
General
1 4 (14.81%) Finance
Job Titles
1 19 (70.37%) Data Scientist
2 4 (14.81%) Developer
3 2 (7.41%) Java Developer
3 2 (7.41%) Quantitative Developer
4 1 (3.70%) Senior .NET Developer
4 1 (3.70%) Engineering Manager
4 1 (3.70%) Python Developer
4 1 (3.70%) .NET Developer
4 1 (3.70%) IT Project Manager
4 1 (3.70%) Project Manager
4 1 (3.70%) Senior Developer
Libraries, Frameworks & Software Standards
1 4 (14.81%) scikit-learn
1 4 (14.81%) Pandas
2 3 (11.11%) D3.js
3 1 (3.70%) Ajax
3 1 (3.70%) Natural Language Processing
3 1 (3.70%) DHTML
3 1 (3.70%) HTML
3 1 (3.70%) .NET
3 1 (3.70%) CSS
Miscellaneous
1 19 (70.37%) Computer Science
2 9 (33.33%) Smart Meter
2 9 (33.33%) Algorithms
3 7 (25.93%) Mathematics
4 6 (22.22%) Statistics
5 5 (18.52%) Visualisation
5 5 (18.52%) Applied Mathematics
5 5 (18.52%) Analytical Skills
6 4 (14.81%) Artificial Intelligence
7 3 (11.11%) Economics
7 3 (11.11%) Physics
7 3 (11.11%) Open Source
8 2 (7.41%) Data Structures
8 2 (7.41%) Equities
9 1 (3.70%) Neural Network
9 1 (3.70%) Social Network
9 1 (3.70%) Mobile App
9 1 (3.70%) Embedded Systems
Operating Systems
1 3 (11.11%) UNIX
2 1 (3.70%) Android
2 1 (3.70%) Windows
2 1 (3.70%) Linux
Processes & Methodologies
1 19 (70.37%) Analytics
2 13 (48.15%) MapReduce
3 9 (33.33%) Zachman Framework
3 9 (33.33%) TOGAF
4 4 (14.81%) Predictive Analytics
5 3 (11.11%) Operations Research
5 3 (11.11%) Monte Carlo Method
5 3 (11.11%) Pattern Recognition
5 3 (11.11%) Data Visualisation
6 2 (7.41%) Asset Management
6 2 (7.41%) ETL
7 1 (3.70%) Agile Software Development
7 1 (3.70%) Validation
7 1 (3.70%) Logistic Regression
7 1 (3.70%) Cluster Analysis
7 1 (3.70%) Quantitative Analysis
7 1 (3.70%) Use Case
7 1 (3.70%) E-Commerce
7 1 (3.70%) Project Management
7 1 (3.70%) ITIL
Programming Languages
1 13 (48.15%) Java
1 13 (48.15%) Python
2 10 (37.04%) C++
3 8 (29.63%) SQL
4 6 (22.22%) R
5 3 (11.11%) MATLAB
6 2 (7.41%) JavaScript
6 2 (7.41%) C#
7 1 (3.70%) C
7 1 (3.70%) VB.NET
Qualifications
1 19 (70.37%) Degree
2 10 (37.04%) PhD
Vendors
1 3 (11.11%) Tableau
2 2 (7.41%) Sybase
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