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

Location
3 months to
1 Oct 2014
Same period 2013 Same period 2012
Machine Learning
Rank 281 303 322
Rank change year-on-year
+22 +19
Permanent jobs citing Machine Learning 37 24 11
As % of all permanent IT jobs located in the City of London 0.33% 0.20% 0.087%
As % of the Processes & Methodologies category 0.40% 0.25% 0.11%
Number of salaries quoted 37 23 11
Average salary £68,000 £62,500 £70,000
Average salary % change year-on-year
+8.80% -10.71%
90% offered a salary of more than £40,000 £57,500 £55,000
10% offered a salary of more than £75,000 £80,000 £82,500
UK excluding London average salary £40,000 £45,000 £38,000
% change year-on-year
-11.11% +18.42%
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
9142 9756 10249
As % of all permanent IT jobs located in the City of London 81.56% 81.87% 81.10%
Number of salaries quoted 7673 8494 9357
Average salary £56,000 £57,500 £55,000
Average salary % change year-on-year
-2.60% +4.54%
90% offered a salary of more than £38,695 £37,500 £35,500
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 1 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 1 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 (69.57%) Java
2 28 (60.87%) Analytics
3 27 (58.70%) Big Data
3 27 (58.70%) SQL
4 26 (56.52%) Algorithms
5 25 (54.35%) Hadoop
6 24 (52.17%) Computer Science
7 23 (50.00%) Python
7 23 (50.00%) Finance
7 23 (50.00%) Degree
8 22 (47.83%) C++
9 19 (41.30%) Data Mining
10 18 (39.13%) Visualisation
10 18 (39.13%) Neural Network
10 18 (39.13%) Data Analysis
11 17 (36.96%) SAS
11 17 (36.96%) SPSS
11 17 (36.96%) Predictive Modelling
11 17 (36.96%) Relational Database
12 12 (26.09%) Bayesian Methods
12 12 (26.09%) Apache Pig
12 12 (26.09%) Clojure
12 12 (26.09%) R
12 12 (26.09%) PhD
13 11 (23.91%) MATLAB
13 11 (23.91%) Statistics
13 11 (23.91%) Logistic Regression
13 11 (23.91%) Mathematics
13 11 (23.91%) Physics
13 11 (23.91%) Monte Carlo Method

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

For the 6 months to 1 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 17 (36.96%) SAS
2 12 (26.09%) Apache Pig
3 4 (8.70%) Apache Spark
4 1 (2.17%) NServiceBus
Applications
1 17 (36.96%) SPSS
2 10 (21.74%) CPLEX
Communications & Networking
1 1 (2.17%) Internet
Database & Business Intelligence
1 27 (58.70%) Big Data
2 25 (54.35%) Hadoop
3 19 (41.30%) Data Mining
4 17 (36.96%) Relational Database
5 8 (17.39%) Apache Hive
6 7 (15.22%) QlikView
7 6 (13.04%) MongoDB
7 6 (13.04%) NoSQL
8 5 (10.87%) HBase
9 1 (2.17%) Text Mining
Development Applications
1 4 (8.70%) Git (software)
2 1 (2.17%) Jenkins
2 1 (2.17%) Appium
2 1 (2.17%) Selenium
2 1 (2.17%) JIRA
General
1 23 (50.00%) Finance
2 10 (21.74%) Retail
3 7 (15.22%) Banking
4 4 (8.70%) Front Office
5 2 (4.35%) Marketing
6 1 (2.17%) Advertising
6 1 (2.17%) Games
Job Titles
1 19 (41.30%) Data Scientist
2 10 (21.74%) Developer
3 7 (15.22%) Analyst
3 7 (15.22%) Data Analyst
4 4 (8.70%) Architect
4 4 (8.70%) Consultant
4 4 (8.70%) Data Architect
4 4 (8.70%) Front Office Developer
4 4 (8.70%) C++ Developer
4 4 (8.70%) Data Consultant
4 4 (8.70%) Big Data Consultant
4 4 (8.70%) Big Data Architect
5 2 (4.35%) C# Developer
5 2 (4.35%) Java Developer
6 1 (2.17%) Research Scientist
6 1 (2.17%) QA Test Manager
6 1 (2.17%) QA Manager
6 1 (2.17%) Test Manager
Libraries, Frameworks & Software Standards
1 4 (8.70%) Kafka
1 4 (8.70%) Natural Language Processing
2 2 (4.35%) Apache Avro
3 1 (2.17%) Unity DI Container
3 1 (2.17%) D3.js
3 1 (2.17%) Matplotlib
3 1 (2.17%) RabbitMQ
3 1 (2.17%) SciPy
3 1 (2.17%) NumPy
3 1 (2.17%) Boost C++ Libraries
3 1 (2.17%) JSON
3 1 (2.17%) MSMQ
3 1 (2.17%) .NET
3 1 (2.17%) J2EE
3 1 (2.17%) ADO.NET
3 1 (2.17%) STL
Miscellaneous
1 26 (56.52%) Algorithms
2 24 (52.17%) Computer Science
3 18 (39.13%) Visualisation
3 18 (39.13%) Neural Network
4 11 (23.91%) Statistics
4 11 (23.91%) Mathematics
4 11 (23.91%) Physics
5 10 (21.74%) Digital Media
5 10 (21.74%) Chemistry
5 10 (21.74%) Psychology
5 10 (21.74%) Applied Mathematics
5 10 (21.74%) Informatics
5 10 (21.74%) Artificial Intelligence
5 10 (21.74%) Economics
6 6 (13.04%) Smart Meter
7 4 (8.70%) Analytical Skills
8 3 (6.52%) Derivative
9 1 (2.17%) Mobile App
9 1 (2.17%) Augmented Reality
9 1 (2.17%) Mobile Games
Operating Systems
1 4 (8.70%) UNIX
2 1 (2.17%) Android
2 1 (2.17%) Apple iOS
2 1 (2.17%) Windows
2 1 (2.17%) Linux
Processes & Methodologies
1 28 (60.87%) Analytics
2 18 (39.13%) Data Analysis
3 17 (36.96%) Predictive Modelling
4 12 (26.09%) Bayesian Methods
5 11 (23.91%) Logistic Regression
5 11 (23.91%) Monte Carlo Method
5 11 (23.91%) Markov Chain
5 11 (23.91%) Gibbs Sampling
6 10 (21.74%) Factor Analysis
6 10 (21.74%) Structural Equation Modelling
6 10 (21.74%) Time Series Analysis
6 10 (21.74%) Biostatistics
6 10 (21.74%) Cluster Analysis
6 10 (21.74%) Bioinformatics
6 10 (21.74%) Business Analysis
6 10 (21.74%) Statistical Analysis
6 10 (21.74%) Econometrics
6 10 (21.74%) Data Modelling
7 8 (17.39%) Data Analytics
8 7 (15.22%) MapReduce
Programming Languages
1 32 (69.57%) Java
2 27 (58.70%) SQL
3 23 (50.00%) Python
4 22 (47.83%) C++
5 12 (26.09%) Clojure
5 12 (26.09%) R
6 11 (23.91%) MATLAB
7 10 (21.74%) Ruby
8 7 (15.22%) C#
9 6 (13.04%) Scala
10 5 (10.87%) C
11 4 (8.70%) JavaScript
Qualifications
1 23 (50.00%) Degree
2 12 (26.09%) PhD
Quality Assurance & Compliance
1 1 (2.17%) QA
Vendors
1 7 (15.22%) Tableau
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum - Benefits & Bonus
Posted: 51 minutes ago
City, London
Client Server
Salary: £35k to £45k + benefits
Posted: 5 hours ago
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £60,000 per annum
Posted: 5 days ago
City, London
Oliver James Associates
Posted: 5 days ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 6 days ago
City, London
Redrock Consulting Ltd
Salary: £30000 - £48000 per annum + Excellent Benefits
Posted: 6 days ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 6 days ago
City, London
Bloomberg LP
Salary: Competitive salary and benefits offered.
Posted: 21 days ago