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 29 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Jul 2015
Same period 2014 Same period 2013
Machine Learning
Rank 244 233 255
Rank change year-on-year
-11 +22
Permanent jobs citing Machine Learning 19 30 6
As % of all permanent IT jobs located in the East of England 0.25% 0.38% 0.078%
As % of the Processes & Methodologies category 0.31% 0.47% 0.099%
Number of salaries quoted 18 27 5
Average salary £52,500 £35,000 £35,000
Average salary % change year-on-year
+50.00% -
90% offered a salary of more than £36,750 £27,500 £34,000
10% offered a salary of more than £67,500 £37,500 £48,000
UK excluding London average salary £45,500 £37,500 £46,250
% change year-on-year
+21.33% -18.91%
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
6194 6404 6040
As % of all permanent IT jobs located in the East of England 81.89% 80.14% 78.50%
Number of salaries quoted 5144 5262 5074
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £65,000 £62,500 £67,500
UK excluding London average salary £44,500 £42,500 £40,995
% change year-on-year
+4.70% +3.67%

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 29 July 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 29 July 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
Cambridgeshire -9 12 £50,000 +42.85%
Hertfordshire - 7 £67,500 - 2
Machine Learning
England

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

For the 6 months to 29 July 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 21 (77.78%) Mathematics
2 19 (70.37%) Computer Science
3 15 (55.56%) Degree
3 15 (55.56%) Java
4 13 (48.15%) Python
5 11 (40.74%) C++
5 11 (40.74%) Scala
6 10 (37.04%) Apache Cassandra
6 10 (37.04%) NoSQL
6 10 (37.04%) Statistics
6 10 (37.04%) Kanban
6 10 (37.04%) Akka
6 10 (37.04%) PhD
6 10 (37.04%) Tomcat
6 10 (37.04%) Agile Software Development
6 10 (37.04%) Hibernate
6 10 (37.04%) Scrum
6 10 (37.04%) Spring
7 9 (33.33%) Linux
8 8 (29.63%) C
9 6 (22.22%) Data Mining
9 6 (22.22%) Bayesian Methods
9 6 (22.22%) Physics
10 5 (18.52%) Signal Processing
10 5 (18.52%) Algorithms
10 5 (18.52%) Statistical Modelling
10 5 (18.52%) Perl
10 5 (18.52%) UNIX
11 4 (14.81%) Big Data
11 4 (14.81%) Software Engineering

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

For the 6 months to 29 July 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 10 (37.04%) Tomcat
2 1 (3.70%) Apache Spark
Database & Business Intelligence
1 10 (37.04%) Apache Cassandra
1 10 (37.04%) NoSQL
2 6 (22.22%) Data Mining
3 4 (14.81%) Big Data
4 2 (7.41%) Hadoop
5 1 (3.70%) Apache Hive
5 1 (3.70%) Text Mining
General
1 2 (7.41%) Retail
Job Titles
1 10 (37.04%) Data Scientist
2 4 (14.81%) Software Engineer
2 4 (14.81%) Developer
3 3 (11.11%) Software Developer
4 1 (3.70%) Graduate
4 1 (3.70%) Embedded Software Engineer
4 1 (3.70%) Audio Engineer
4 1 (3.70%) Audio Software Engineer
Libraries, Frameworks & Software Standards
1 10 (37.04%) Hibernate
1 10 (37.04%) Spring
1 10 (37.04%) Akka
2 1 (3.70%) .NET
2 1 (3.70%) ASP.NET
Miscellaneous
1 21 (77.78%) Mathematics
2 19 (70.37%) Computer Science
3 10 (37.04%) Statistics
4 6 (22.22%) Physics
5 5 (18.52%) Algorithms
6 4 (14.81%) Analytical Skills
7 3 (11.11%) Embedded Systems
8 1 (3.70%) Data Structures
8 1 (3.70%) CUDA
Operating Systems
1 9 (33.33%) Linux
2 5 (18.52%) UNIX
Processes & Methodologies
1 10 (37.04%) Scrum
1 10 (37.04%) Agile Software Development
1 10 (37.04%) Kanban
2 6 (22.22%) Bayesian Methods
3 5 (18.52%) Signal Processing
3 5 (18.52%) Statistical Modelling
4 4 (14.81%) Software Engineering
5 3 (11.11%) Bioinformatics
6 2 (7.41%) E-Commerce
7 1 (3.70%) Data Modelling
7 1 (3.70%) Benchmarking
7 1 (3.70%) OOP
7 1 (3.70%) OO
7 1 (3.70%) Operations Research
7 1 (3.70%) Web Development
7 1 (3.70%) Predictive Analytics
7 1 (3.70%) Analytics
7 1 (3.70%) MapReduce
7 1 (3.70%) Product Management
7 1 (3.70%) Pattern Recognition
Programming Languages
1 15 (55.56%) Java
2 13 (48.15%) Python
3 11 (40.74%) C++
3 11 (40.74%) Scala
4 8 (29.63%) C
5 5 (18.52%) Perl
6 4 (14.81%) R
7 3 (11.11%) Embedded C
7 3 (11.11%) Embedded C++
7 3 (11.11%) JavaScript
8 2 (7.41%) Bash Shell
9 1 (3.70%) C#
Qualifications
1 15 (55.56%) Degree
2 10 (37.04%) PhD
Hertford, Hertfordshire
Understanding Recruitment
Salary: £65000 - £70000 per annum + be - shares, pens, health+
Posted: 3 days ago
Hatfield, Hertfordshire
Salt
Salary: £230 - £420 per annum + Benefits
Posted: 6 days ago