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 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Oct 2014
Same period 2013 Same period 2012
Machine Learning
Rank 282 294 329
Rank change year-on-year
+12 +35
Permanent jobs citing Machine Learning 32 37 7
As % of all permanent IT jobs located in the City of London 0.29% 0.30% 0.057%
As % of the Processes & Methodologies category 0.36% 0.37% 0.071%
Number of salaries quoted 32 36 7
Average salary £66,250 £62,500 £65,000
Average salary % change year-on-year
+6.00% -3.84%
90% offered a salary of more than £40,000 £53,750 £55,000
10% offered a salary of more than £72,250 £80,000 £79,500
UK excluding London average salary £45,000 £43,750 £37,500
% change year-on-year
+2.85% +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
8956 9957 9834
As % of all permanent IT jobs located in the City of London 81.60% 81.99% 80.55%
Number of salaries quoted 7651 8588 8961
Average salary £57,500 £57,500 £55,000
Average salary % change year-on-year
- +4.54%
90% offered a salary of more than £38,750 £37,500 £36,000
10% offered a salary of more than £80,000 £80,000 £82,500
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 October 2014.

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 October 2014, 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 32 (65.31%) Java
1 32 (65.31%) Analytics
2 30 (61.22%) SQL
3 29 (59.18%) Algorithms
4 28 (57.14%) Big Data
5 27 (55.10%) Finance
6 26 (53.06%) Hadoop
7 25 (51.02%) Degree
7 25 (51.02%) Computer Science
8 24 (48.98%) Python
9 23 (46.94%) C++
10 22 (44.90%) Data Mining
10 22 (44.90%) Data Analysis
10 22 (44.90%) Neural Network
10 22 (44.90%) Visualisation
11 21 (42.86%) Predictive Modelling
11 21 (42.86%) Relational Database
11 21 (42.86%) SAS
11 21 (42.86%) SPSS
12 13 (26.53%) Apache Pig
12 13 (26.53%) Clojure
12 13 (26.53%) R
12 13 (26.53%) PhD
13 12 (24.49%) MATLAB
13 12 (24.49%) Artificial Intelligence
13 12 (24.49%) Logistic Regression
13 12 (24.49%) Monte Carlo Method
13 12 (24.49%) Bayesian Methods
13 12 (24.49%) Markov Chain
13 12 (24.49%) Gibbs Sampling

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

For the 6 months to 22 October 2014, 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 21 (42.86%) SAS
2 13 (26.53%) Apache Pig
3 5 (10.20%) Apache Spark
4 1 (2.04%) NServiceBus
Applications
1 21 (42.86%) SPSS
2 11 (22.45%) CPLEX
Database & Business Intelligence
1 28 (57.14%) Big Data
2 26 (53.06%) Hadoop
3 22 (44.90%) Data Mining
4 21 (42.86%) Relational Database
5 10 (20.41%) QlikView
6 9 (18.37%) Apache Hive
7 7 (14.29%) MongoDB
7 7 (14.29%) NoSQL
8 4 (8.16%) HBase
9 1 (2.04%) Text Mining
Development Applications
1 4 (8.16%) Git (software)
2 1 (2.04%) Jenkins
2 1 (2.04%) Appium
2 1 (2.04%) JIRA
2 1 (2.04%) Selenium
General
1 27 (55.10%) Finance
2 11 (22.45%) Retail
3 10 (20.41%) Banking
4 4 (8.16%) Front Office
5 1 (2.04%) Advertising
5 1 (2.04%) Marketing
Job Titles
1 20 (40.82%) Data Scientist
2 10 (20.41%) Data Analyst
2 10 (20.41%) Developer
2 10 (20.41%) Analyst
3 4 (8.16%) Data Consultant
3 4 (8.16%) Architect
3 4 (8.16%) Consultant
3 4 (8.16%) Data Architect
3 4 (8.16%) Front Office Developer
3 4 (8.16%) C++ Developer
3 4 (8.16%) Big Data Consultant
3 4 (8.16%) Big Data Architect
4 2 (4.08%) C# Developer
4 2 (4.08%) Java Developer
5 1 (2.04%) Research Scientist
5 1 (2.04%) QA Test Manager
5 1 (2.04%) QA Manager
5 1 (2.04%) Test Manager
Libraries, Frameworks & Software Standards
1 4 (8.16%) Kafka
1 4 (8.16%) Natural Language Processing
2 2 (4.08%) Apache Avro
3 1 (2.04%) Unity DI Container
3 1 (2.04%) Boost C++ Libraries
3 1 (2.04%) SciPy
3 1 (2.04%) NumPy
3 1 (2.04%) Matplotlib
3 1 (2.04%) RabbitMQ
3 1 (2.04%) D3.js
3 1 (2.04%) MSMQ
3 1 (2.04%) .NET
3 1 (2.04%) J2EE
3 1 (2.04%) ADO.NET
3 1 (2.04%) STL
3 1 (2.04%) JSON
Miscellaneous
1 29 (59.18%) Algorithms
2 25 (51.02%) Computer Science
3 22 (44.90%) Neural Network
3 22 (44.90%) Visualisation
4 12 (24.49%) Artificial Intelligence
5 11 (22.45%) Digital Media
5 11 (22.45%) Informatics
5 11 (22.45%) Mathematics
5 11 (22.45%) Applied Mathematics
5 11 (22.45%) Physics
5 11 (22.45%) Chemistry
5 11 (22.45%) Psychology
5 11 (22.45%) Statistics
5 11 (22.45%) Economics
6 7 (14.29%) Smart Meter
7 4 (8.16%) Analytical Skills
8 3 (6.12%) Derivative
9 1 (2.04%) Mobile App
Operating Systems
1 4 (8.16%) UNIX
2 1 (2.04%) Android
2 1 (2.04%) Apple iOS
2 1 (2.04%) Windows
2 1 (2.04%) Linux
Processes & Methodologies
1 32 (65.31%) Analytics
2 22 (44.90%) Data Analysis
3 21 (42.86%) Predictive Modelling
4 12 (24.49%) Logistic Regression
4 12 (24.49%) Monte Carlo Method
4 12 (24.49%) Bayesian Methods
4 12 (24.49%) Markov Chain
4 12 (24.49%) Gibbs Sampling
5 11 (22.45%) Data Analytics
5 11 (22.45%) Factor Analysis
5 11 (22.45%) Structural Equation Modelling
5 11 (22.45%) Time Series Analysis
5 11 (22.45%) Cluster Analysis
5 11 (22.45%) Biostatistics
5 11 (22.45%) Bioinformatics
5 11 (22.45%) Business Analysis
5 11 (22.45%) Statistical Analysis
5 11 (22.45%) Econometrics
5 11 (22.45%) Data Modelling
6 10 (20.41%) Investment Management
Programming Languages
1 32 (65.31%) Java
2 30 (61.22%) SQL
3 24 (48.98%) Python
4 23 (46.94%) C++
5 13 (26.53%) Clojure
5 13 (26.53%) R
6 12 (24.49%) MATLAB
7 11 (22.45%) Ruby
8 6 (12.24%) C#
8 6 (12.24%) Scala
9 4 (8.16%) C
9 4 (8.16%) JavaScript
Qualifications
1 25 (51.02%) Degree
2 13 (26.53%) PhD
Quality Assurance & Compliance
1 1 (2.04%) QA
Vendors
1 10 (20.41%) Tableau
City, London
Client Server
Salary: £50k to £65k + benefits
Posted: 15 hours ago
City, London
Roc Search
Salary: £35000 - £50000 per annum
Posted: Yesterday
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 3 days ago
City, London
Harrington Starr
Salary: £50000 - £55000 per annum + Benefits + Bonus
Posted: 5 days ago
City, London
JWC
Salary: From £35,000 to £45,000 per annum + benefits
Posted: 5 days ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 6 days ago