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

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Machine Learning
Rank 287 319 320
Rank change year-on-year
+32 +1
Permanent jobs citing Machine Learning 19 18 5
As % of all permanent IT jobs located in the City of London 0.17% 0.15% 0.043%
As % of the Processes & Methodologies category 0.21% 0.18% 0.053%
Number of salaries quoted 19 17 5
Average salary £68,000 £62,500 £55,000
Average salary % change year-on-year
+8.80% +13.63%
UK excluding London average salary £55,000 £40,000 £37,500
% change year-on-year
+37.50% +6.66%
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
8861 9822 9383
As % of all permanent IT jobs located in the City of London 81.26% 82.89% 80.10%
Number of salaries quoted 7700 8365 8464
Average salary £57,500 £57,500 £55,000
Average salary % change year-on-year
- +4.54%
90% offered a salary of more than £39,000 £37,500 £36,000
10% offered a salary of more than £80,000 £80,000 £82,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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 19 December 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 19 December 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 37 (69.81%) Analytics
2 32 (60.38%) SQL
3 31 (58.49%) Java
3 31 (58.49%) Finance
4 30 (56.60%) Algorithms
5 28 (52.83%) Computer Science
6 27 (50.94%) Degree
7 26 (49.06%) Data Mining
7 26 (49.06%) Big Data
7 26 (49.06%) Visualisation
7 26 (49.06%) Neural Network
8 25 (47.17%) SAS
8 25 (47.17%) Relational Database
8 25 (47.17%) SPSS
8 25 (47.17%) Hadoop
8 25 (47.17%) Data Analysis
8 25 (47.17%) Predictive Modelling
8 25 (47.17%) C++
9 22 (41.51%) Python
10 15 (28.30%) Data Analytics
11 14 (26.42%) Tableau
11 14 (26.42%) Investment Management
11 14 (26.42%) QlikView
11 14 (26.42%) Banking
12 13 (24.53%) Apache Pig
12 13 (24.53%) R
13 12 (22.64%) PhD
13 12 (22.64%) Clojure
13 12 (22.64%) MATLAB
13 12 (22.64%) Bayesian Methods

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

For the 6 months to 19 December 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 25 (47.17%) SAS
2 13 (24.53%) Apache Pig
3 3 (5.66%) Apache Spark
4 1 (1.89%) NServiceBus
Applications
1 25 (47.17%) SPSS
2 11 (20.75%) CPLEX
Database & Business Intelligence
1 26 (49.06%) Data Mining
1 26 (49.06%) Big Data
2 25 (47.17%) Relational Database
2 25 (47.17%) Hadoop
3 14 (26.42%) QlikView
4 11 (20.75%) Apache Hive
5 9 (16.98%) MongoDB
5 9 (16.98%) NoSQL
6 2 (3.77%) HBase
Development Applications
1 2 (3.77%) Git (software)
2 1 (1.89%) Jenkins
2 1 (1.89%) Appium
2 1 (1.89%) JIRA
2 1 (1.89%) Selenium
General
1 31 (58.49%) Finance
2 14 (26.42%) Banking
3 11 (20.75%) Retail
4 5 (9.43%) Front Office
5 1 (1.89%) Marketing
5 1 (1.89%) Advertising
Job Titles
1 22 (41.51%) Data Scientist
2 14 (26.42%) Data Analyst
2 14 (26.42%) Analyst
3 12 (22.64%) Developer
4 5 (9.43%) Front Office Developer
5 4 (7.55%) C++ Developer
6 2 (3.77%) C# Developer
6 2 (3.77%) Java Developer
6 2 (3.77%) Big Data Consultant
6 2 (3.77%) Big Data Architect
6 2 (3.77%) Data Consultant
6 2 (3.77%) Consultant
6 2 (3.77%) Data Architect
6 2 (3.77%) Architect
7 1 (1.89%) Test Manager
7 1 (1.89%) QA Manager
7 1 (1.89%) QA Test Manager
7 1 (1.89%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 4 (7.55%) Natural Language Processing
2 2 (3.77%) Kafka
2 2 (3.77%) Apache Avro
2 2 (3.77%) SciPy
2 2 (3.77%) NumPy
3 1 (1.89%) RabbitMQ
3 1 (1.89%) Matplotlib
3 1 (1.89%) .NET
3 1 (1.89%) J2EE
3 1 (1.89%) ADO.NET
3 1 (1.89%) STL
3 1 (1.89%) MSMQ
3 1 (1.89%) JSON
3 1 (1.89%) Boost C++ Libraries
3 1 (1.89%) Unity DI Container
3 1 (1.89%) Pandas
3 1 (1.89%) D3.js
Miscellaneous
1 30 (56.60%) Algorithms
2 28 (52.83%) Computer Science
3 26 (49.06%) Neural Network
3 26 (49.06%) Visualisation
4 12 (22.64%) Artificial Intelligence
5 11 (20.75%) Digital Media
5 11 (20.75%) Economics
5 11 (20.75%) Statistics
5 11 (20.75%) Informatics
5 11 (20.75%) Mathematics
5 11 (20.75%) Applied Mathematics
5 11 (20.75%) Physics
5 11 (20.75%) Chemistry
5 11 (20.75%) Psychology
6 9 (16.98%) Smart Meter
7 5 (9.43%) Analytical Skills
8 4 (7.55%) Derivative
9 1 (1.89%) Mobile App
9 1 (1.89%) Hedge funds
Operating Systems
1 4 (7.55%) UNIX
2 1 (1.89%) Windows
2 1 (1.89%) Linux
2 1 (1.89%) Android
2 1 (1.89%) Apple iOS
Processes & Methodologies
1 37 (69.81%) Analytics
2 25 (47.17%) Predictive Modelling
2 25 (47.17%) Data Analysis
3 15 (28.30%) Data Analytics
4 14 (26.42%) Investment Management
5 12 (22.64%) Monte Carlo Method
5 12 (22.64%) Bayesian Methods
5 12 (22.64%) Markov Chain
5 12 (22.64%) Gibbs Sampling
5 12 (22.64%) Logistic Regression
6 11 (20.75%) Cluster Analysis
6 11 (20.75%) Biostatistics
6 11 (20.75%) Business Analysis
6 11 (20.75%) Statistical Analysis
6 11 (20.75%) Bioinformatics
6 11 (20.75%) Data Modelling
6 11 (20.75%) Econometrics
6 11 (20.75%) Linear Regression
6 11 (20.75%) Factor Analysis
6 11 (20.75%) Structural Equation Modelling
Programming Languages
1 32 (60.38%) SQL
2 31 (58.49%) Java
3 25 (47.17%) C++
4 22 (41.51%) Python
5 13 (24.53%) R
6 12 (22.64%) Clojure
6 12 (22.64%) MATLAB
7 11 (20.75%) Ruby
8 7 (13.21%) C#
9 4 (7.55%) C
9 4 (7.55%) JavaScript
10 3 (5.66%) Scala
Qualifications
1 27 (50.94%) Degree
2 12 (22.64%) PhD
Quality Assurance & Compliance
1 1 (1.89%) QA
Vendors
1 14 (26.42%) Tableau
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 3 days ago
City, London
Harrington Starr
Salary: £45000 - £70000 per annum
Posted: 4 days ago
City, London
Client Server
Salary: £60k to £70k + benefits
Posted: 4 days ago
City, London
Harrington Starr
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 5 days ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 5 days ago
City, London
Client Server
Salary: £60k to £75k + benefits
Posted: 5 days ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 6 days ago
City of London
DP Connect
Salary: £70000 - £80000 per annum
Posted: 8 days ago