The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the East of England region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 1 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Sep 2015
Same period 2014 Same period 2013
Machine Learning
Rank 248 228 245
Rank change year-on-year
-20 +17
Permanent jobs citing Machine Learning 14 36 6
As % of all permanent IT jobs located in the East of England 0.19% 0.46% 0.084%
As % of the Processes & Methodologies category 0.23% 0.58% 0.11%
Number of salaries quoted 14 27 5
Average salary £67,500 £35,000 £34,000
Average salary % change year-on-year
+92.85% +2.94%
UK excluding London average salary £50,000 £37,500 £45,000
% change year-on-year
+33.33% -16.66%
Machine Learning
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the East of England region.

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
6061 6248 5663
As % of all permanent IT jobs located in the East of England 82.01% 80.29% 79.13%
Number of salaries quoted 5093 5053 4774
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £67,500 £62,500 £67,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

Machine Learning
Jobs Demand Trend in the East of England

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the East of England region as a proportion of the total demand within the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in the East of England

Machine Learning
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning across the East of England region.

Machine Learning Salary Trend in the East of England

Machine Learning
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Machine Learning across the East of England region over the 3 months to 1 September 2015.

Machine Learning Salary Histogram in the East of England

Machine Learning
Job Locations in the East of England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the East of England region over the 3 months to 1 September 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire +3 10 £67,500 +50.00%
Cambridgeshire -7 4 £50,000 +42.85%
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the East of England

For the 6 months to 1 September 2015, IT jobs across the East of England 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 25 (78.13%) Mathematics
2 24 (75.00%) Computer Science
3 19 (59.38%) Degree
4 18 (56.25%) Java
5 14 (43.75%) Python
5 14 (43.75%) Scala
6 13 (40.63%) Apache Cassandra
6 13 (40.63%) NoSQL
6 13 (40.63%) Spring
6 13 (40.63%) Kanban
6 13 (40.63%) C++
6 13 (40.63%) Tomcat
6 13 (40.63%) Hibernate
6 13 (40.63%) Scrum
6 13 (40.63%) Agile Software Development
6 13 (40.63%) Akka
7 12 (37.50%) PhD
8 11 (34.38%) Statistics
9 10 (31.25%) C
10 9 (28.13%) Linux
11 6 (18.75%) Data Mining
11 6 (18.75%) Statistical Modelling
11 6 (18.75%) Physics
11 6 (18.75%) Bayesian Methods
12 5 (15.63%) Algorithms
12 5 (15.63%) Software Engineering
12 5 (15.63%) Signal Processing
12 5 (15.63%) R
12 5 (15.63%) UNIX
12 5 (15.63%) Perl

Machine Learning
Top Related IT Skills in the East of England by Category

For the 6 months to 1 September 2015, IT jobs across the East of England 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 13 (40.63%) Tomcat
2 1 (3.13%) Apache Spark
Database & Business Intelligence
1 13 (40.63%) Apache Cassandra
1 13 (40.63%) NoSQL
2 6 (18.75%) Data Mining
3 4 (12.50%) Big Data
4 2 (6.25%) Hadoop
5 1 (3.13%) Apache Hive
5 1 (3.13%) Text Mining
General
1 2 (6.25%) Retail
2 1 (3.13%) Multimedia
Job Titles
1 11 (34.38%) Data Scientist
2 5 (15.63%) Software Engineer
3 4 (12.50%) Developer
4 3 (9.38%) Software Developer
5 1 (3.13%) Graduate
5 1 (3.13%) Embedded Software Engineer
5 1 (3.13%) Senior Software Engineer
5 1 (3.13%) Multimedia Engineer
5 1 (3.13%) Audio Engineer
5 1 (3.13%) Audio Software Engineer
Libraries, Frameworks & Software Standards
1 13 (40.63%) Hibernate
1 13 (40.63%) Spring
1 13 (40.63%) Akka
2 1 (3.13%) .NET
2 1 (3.13%) ASP.NET
2 1 (3.13%) OpenGL
2 1 (3.13%) OpenCV
2 1 (3.13%) OpenCL
Miscellaneous
1 25 (78.13%) Mathematics
2 24 (75.00%) Computer Science
3 11 (34.38%) Statistics
4 6 (18.75%) Physics
5 5 (15.63%) Algorithms
6 4 (12.50%) Analytical Skills
7 3 (9.38%) Embedded Systems
8 1 (3.13%) Data Structures
8 1 (3.13%) Augmented Reality
8 1 (3.13%) CUDA
8 1 (3.13%) Smartphone
Operating Systems
1 9 (28.13%) Linux
2 5 (15.63%) UNIX
3 1 (3.13%) Android
Processes & Methodologies
1 13 (40.63%) Scrum
1 13 (40.63%) Agile Software Development
1 13 (40.63%) Kanban
2 6 (18.75%) Statistical Modelling
2 6 (18.75%) Bayesian Methods
3 5 (15.63%) Signal Processing
3 5 (15.63%) Software Engineering
4 4 (12.50%) Bioinformatics
5 2 (6.25%) Pattern Recognition
5 2 (6.25%) E-Commerce
6 1 (3.13%) Data Modelling
6 1 (3.13%) Benchmarking
6 1 (3.13%) OOP
6 1 (3.13%) OO
6 1 (3.13%) Operations Research
6 1 (3.13%) Web Development
6 1 (3.13%) Predictive Analytics
6 1 (3.13%) MapReduce
6 1 (3.13%) Image Processing
6 1 (3.13%) Product Management
Programming Languages
1 18 (56.25%) Java
2 14 (43.75%) Python
2 14 (43.75%) Scala
3 13 (40.63%) C++
4 10 (31.25%) C
5 5 (15.63%) Perl
5 5 (15.63%) R
6 4 (12.50%) JavaScript
7 3 (9.38%) Embedded C
7 3 (9.38%) Embedded C++
8 2 (6.25%) Bash Shell
9 1 (3.13%) MATLAB
9 1 (3.13%) C#
Qualifications
1 19 (59.38%) Degree
2 12 (37.50%) PhD