The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Cambridge region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 4 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 May 2015
Same period 2014 Same period 2013
Machine Learning
Rank 109 108 125
Rank change year-on-year
-1 +17
Permanent jobs citing Machine Learning 6 20 2
As % of all permanent IT jobs located in Cambridge 0.40% 1.11% 0.10%
As % of the Processes & Methodologies category 0.50% 1.41% 0.13%
Number of salaries quoted 6 20 2
Average salary £41,250 £36,250 £41,250
Average salary % change year-on-year
+13.79% -12.12%
90% offered a salary of more than £33,250 £30,000 £34,250
10% offered a salary of more than £55,000 £43,500 £48,250
UK excluding London average salary £55,000 £42,500 £50,000
% change year-on-year
+29.41% -15.00%
Machine Learning
Cambridgeshire

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

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
1205 1415 1485
As % of all permanent IT jobs located in Cambridge 81.25% 78.79% 77.14%
Number of salaries quoted 1015 1186 1255
Average salary £45,000 £40,000 £42,500
Average salary % change year-on-year
+12.50% -5.88%
90% offered a salary of more than £32,000 £30,000 £32,000
10% offered a salary of more than £55,000 £60,000 £55,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

Machine Learning
Jobs Demand Trend in Cambridge

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

Machine Learning Jobs Demand Trend in Cambridge

Machine Learning
Salary Trend in Cambridge

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

Machine Learning Salary Trend in Cambridge

Machine Learning
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Machine Learning across the Cambridge region over the 3 months to 4 May 2015.

Machine Learning Salary Histogram in Cambridge

Machine Learning
Top 30 Related IT Skills in Cambridge

For the 6 months to 4 May 2015, IT jobs across the Cambridge 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 7 (70.00%) Mathematics
2 6 (60.00%) Statistics
2 6 (60.00%) C++
3 5 (50.00%) Analytical Skills
3 5 (50.00%) Algorithms
3 5 (50.00%) Java
3 5 (50.00%) Linux
3 5 (50.00%) Python
3 5 (50.00%) Computer Science
3 5 (50.00%) Degree
4 4 (40.00%) PhD
4 4 (40.00%) Physics
5 3 (30.00%) Bayesian Methods
5 3 (30.00%) Signal Processing
5 3 (30.00%) C
6 2 (20.00%) Software Engineering
6 2 (20.00%) C#
6 2 (20.00%) ASP.NET
6 2 (20.00%) UNIX
6 2 (20.00%) JavaScript
6 2 (20.00%) Perl
6 2 (20.00%) .NET
6 2 (20.00%) Data Mining
6 2 (20.00%) R
6 2 (20.00%) Hadoop
6 2 (20.00%) Data Structures
6 2 (20.00%) Statistical Modelling
6 2 (20.00%) Analytics
7 1 (10.00%) Opscode Chef
7 1 (10.00%) Bash Shell

Machine Learning
Top Related IT Skills in Cambridge by Category

For the 6 months to 4 May 2015, IT jobs across the Cambridge 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 2 (20.00%) Data Mining
1 2 (20.00%) Hadoop
2 1 (10.00%) Apache Hive
2 1 (10.00%) HBase
2 1 (10.00%) Big Data
2 1 (10.00%) MySQL
Development Applications
1 1 (10.00%) Ant
1 1 (10.00%) Subversion
General
1 1 (10.00%) Marketing
Job Titles
1 6 (60.00%) Data Scientist
2 3 (30.00%) Developer
3 2 (20.00%) Software Developer
3 2 (20.00%) Software Engineer
4 1 (10.00%) Java Developer
Libraries, Frameworks & Software Standards
1 2 (20.00%) ASP.NET
1 2 (20.00%) .NET
2 1 (10.00%) jQuery
2 1 (10.00%) Spring
Miscellaneous
1 7 (70.00%) Mathematics
2 6 (60.00%) Statistics
3 5 (50.00%) Analytical Skills
3 5 (50.00%) Algorithms
3 5 (50.00%) Computer Science
4 4 (40.00%) Physics
5 2 (20.00%) Data Structures
6 1 (10.00%) CUDA
6 1 (10.00%) Embedded Systems
6 1 (10.00%) Applied Mathematics
Operating Systems
1 5 (50.00%) Linux
2 2 (20.00%) UNIX
Processes & Methodologies
1 3 (30.00%) Bayesian Methods
1 3 (30.00%) Signal Processing
2 2 (20.00%) Software Engineering
2 2 (20.00%) Statistical Modelling
2 2 (20.00%) Analytics
3 1 (10.00%) Pattern Recognition
3 1 (10.00%) Benchmarking
3 1 (10.00%) Data Modelling
3 1 (10.00%) CRM
3 1 (10.00%) Product Management
3 1 (10.00%) TDD
3 1 (10.00%) Bioinformatics
3 1 (10.00%) Operations Research
3 1 (10.00%) Web Development
Programming Languages
1 6 (60.00%) C++
2 5 (50.00%) Java
2 5 (50.00%) Python
3 3 (30.00%) C
4 2 (20.00%) C#
4 2 (20.00%) JavaScript
4 2 (20.00%) Perl
4 2 (20.00%) R
5 1 (10.00%) Bash Shell
5 1 (10.00%) Embedded C
5 1 (10.00%) Embedded C++
5 1 (10.00%) MATLAB
Qualifications
1 5 (50.00%) Degree
2 4 (40.00%) PhD
Systems Management
1 1 (10.00%) Opscode Chef
1 1 (10.00%) Puppet
Cambridge, Cambridgeshire
Cooper Lomaz Recruitment Ltd
Salary: £55k per year
Posted: 4 days ago