The first table below looks at the prevalence of the term Machine Learning 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 18 April 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all terms in our Miscellaneous category for the East of England region.

Location
3 months to
18 Apr 2014
Same period 2013 Same period 2012
Machine Learning
Rank 260 265 -
Rank change year-on-year
+5 -
Permanent jobs citing Machine Learning 21 3 0
As % of all permanent IT jobs located in the East of England 0.24% 0.035% -
As % of the Miscellaneous category 0.76% 0.12% -
Number of salaries quoted 21 2 0
Average salary £37,500 £41,250 -
Average salary % change year-on-year
-9.09% -
UK excluding London average salary £42,500 £38,000 £70,000
% change year-on-year
+11.84% -45.71%
Miscellaneous Category
East of England
Permanent IT job ads with a match in the
Miscellaneous category
2769 2473 2654
As % of all permanent IT jobs located in the East of England 31.96% 28.84% 28.41%
Number of salaries quoted 2222 2107 2126
Average salary £40,000 £39,750 £40,000
Average salary % change year-on-year
+0.62% -0.62%
90% offered a salary of more than £27,500 £25,000 £26,500
10% offered a salary of more than £60,000 £57,000 £57,500
UK excluding London average salary £40,000 £38,000 £40,000
% change year-on-year
+5.26% -5.00%
Machine Learning
England

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 Miscellaneous 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 18 April 2014.

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 18 April 2014. 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
(Click each for more statistics)
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
Find
Job
Vacancies
Cambridgeshire +22 21 £37,500 -9.09% 4
Machine Learning
England

Machine Learning
Top 27 Related IT Skills in the East of England

For the 6 months to 18 April 2014, 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 18 (85.71%) Degree
2 17 (80.95%) C++
3 16 (76.19%) Computer Science
4 13 (61.90%) Signal Processing
4 13 (61.90%) Statistics
5 11 (52.38%) Mathematics
5 11 (52.38%) PhD
6 9 (42.86%) C
6 9 (42.86%) Software Engineering
7 8 (38.10%) C#
7 8 (38.10%) Java
7 8 (38.10%) .NET
7 8 (38.10%) ASP.NET
7 8 (38.10%) Data Mining
7 8 (38.10%) Physics
8 5 (23.81%) Linux
9 2 (9.52%) Big Data
9 2 (9.52%) Statistical Modelling
9 2 (9.52%) Analytics
10 1 (4.76%) Python
10 1 (4.76%) UNIX
10 1 (4.76%) Windows
10 1 (4.76%) Perl
10 1 (4.76%) Embedded Systems
10 1 (4.76%) Applied Mathematics
10 1 (4.76%) Open Source
10 1 (4.76%) Bash Shell

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

For the 6 months to 18 April 2014, 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.

Database & Business Intelligence
1 8 (38.10%) Data Mining
2 2 (9.52%) Big Data
Job Titles
1 12 (57.14%) Data Scientist
2 8 (38.10%) Software Engineer
3 4 (19.05%) Junior
3 4 (19.05%) C Software Engineer
3 4 (19.05%) Real Time Software Engineer
3 4 (19.05%) Real Time Engineer
3 4 (19.05%) C++ Software Engineer
3 4 (19.05%) Junior Software Engineer
4 2 (9.52%) Data Analyst
4 2 (9.52%) Analyst
5 1 (4.76%) Systems Engineer
5 1 (4.76%) Developer
Libraries, Frameworks & Software Standards
1 8 (38.10%) .NET
1 8 (38.10%) ASP.NET
Miscellaneous
1 16 (76.19%) Computer Science
2 13 (61.90%) Statistics
3 11 (52.38%) Mathematics
4 8 (38.10%) Physics
5 1 (4.76%) Embedded Systems
5 1 (4.76%) Applied Mathematics
5 1 (4.76%) Open Source
Operating Systems
1 5 (23.81%) Linux
2 1 (4.76%) UNIX
2 1 (4.76%) Windows
Processes & Methodologies
1 13 (61.90%) Signal Processing
2 9 (42.86%) Software Engineering
3 2 (9.52%) Statistical Modelling
3 2 (9.52%) Analytics
Programming Languages
1 17 (80.95%) C++
2 9 (42.86%) C
3 8 (38.10%) C#
3 8 (38.10%) Java
4 1 (4.76%) Python
4 1 (4.76%) Perl
4 1 (4.76%) Bash Shell
Qualifications
1 18 (85.71%) Degree
2 11 (52.38%) PhD
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