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 1 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Sep 2014
Same period 2013 Same period 2012
Machine Learning
Rank 89 109 126
Rank change year-on-year
+20 +17
Permanent jobs citing Machine Learning 30 4 1
As % of all permanent IT jobs located in Cambridge 1.65% 0.25% 0.052%
As % of the Processes & Methodologies category 2.03% 0.32% 0.068%
Number of salaries quoted 22 3 1
Average salary £35,000 £34,000 £47,500
Average salary % change year-on-year
+2.94% -28.42%
UK excluding London average salary £37,500 £45,000 £43,750
% change year-on-year
-16.66% +2.85%
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
1479 1240 1480
As % of all permanent IT jobs located in Cambridge 81.13% 77.99% 76.25%
Number of salaries quoted 1141 1076 1287
Average salary £41,500 £40,000 £40,000
Average salary % change year-on-year
+3.75% -
90% offered a salary of more than £29,660 £31,500 £28,500
10% offered a salary of more than £55,000 £55,000 £60,000
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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
Top 30 Related IT Skills in Cambridge

For the 6 months to 1 September 2014, 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 42 (89.36%) C++
2 38 (80.85%) Degree
3 34 (72.34%) Computer Science
4 29 (61.70%) Signal Processing
5 28 (59.57%) Statistics
6 25 (53.19%) Java
6 25 (53.19%) PhD
7 23 (48.94%) Mathematics
8 22 (46.81%) Software Engineering
9 20 (42.55%) Physics
9 20 (42.55%) C#
9 20 (42.55%) .NET
9 20 (42.55%) ASP.NET
10 17 (36.17%) C
11 13 (27.66%) Data Mining
12 11 (23.40%) Bayesian Methods
13 9 (19.15%) Statistical Modelling
14 7 (14.89%) QA
15 6 (12.77%) Python
16 5 (10.64%) Analytics
16 5 (10.64%) Knowledge Discovery
16 5 (10.64%) R
16 5 (10.64%) Natural Language Processing
16 5 (10.64%) Mathematica
16 5 (10.64%) Internet
16 5 (10.64%) MATLAB
16 5 (10.64%) SQL
17 3 (6.38%) Banking
17 3 (6.38%) Risk Analysis
17 3 (6.38%) Rapid Prototyping

Machine Learning
Top Related IT Skills in Cambridge by Category

For the 6 months to 1 September 2014, 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.

Applications
1 5 (10.64%) Mathematica
Communications & Networking
1 5 (10.64%) Internet
Database & Business Intelligence
1 13 (27.66%) Data Mining
2 3 (6.38%) NoSQL
3 2 (4.26%) Big Data
General
1 3 (6.38%) Banking
Job Titles
1 22 (46.81%) Data Scientist
2 16 (34.04%) Software Engineer
3 15 (31.91%) Real Time Software Engineer
3 15 (31.91%) Real Time Engineer
4 7 (14.89%) Graduate
5 6 (12.77%) Research Scientist
6 3 (6.38%) Developer
7 1 (2.13%) Systems Engineer
7 1 (2.13%) C++ Software Engineer
7 1 (2.13%) Junior Software Engineer
7 1 (2.13%) C Software Engineer
7 1 (2.13%) Junior
Libraries, Frameworks & Software Standards
1 20 (42.55%) .NET
1 20 (42.55%) ASP.NET
2 5 (10.64%) Natural Language Processing
Miscellaneous
1 34 (72.34%) Computer Science
2 28 (59.57%) Statistics
3 23 (48.94%) Mathematics
4 20 (42.55%) Physics
5 1 (2.13%) Applied Mathematics
5 1 (2.13%) Open Source
5 1 (2.13%) Embedded Systems
Operating Systems
1 2 (4.26%) Linux
2 1 (2.13%) UNIX
2 1 (2.13%) Windows
Processes & Methodologies
1 29 (61.70%) Signal Processing
2 22 (46.81%) Software Engineering
3 11 (23.40%) Bayesian Methods
4 9 (19.15%) Statistical Modelling
5 5 (10.64%) Knowledge Discovery
5 5 (10.64%) Analytics
6 3 (6.38%) Data Analytics
6 3 (6.38%) Risk Analytics
6 3 (6.38%) Risk Analysis
6 3 (6.38%) Rapid Prototyping
6 3 (6.38%) Pattern Recognition
Programming Languages
1 42 (89.36%) C++
2 25 (53.19%) Java
3 20 (42.55%) C#
4 17 (36.17%) C
5 6 (12.77%) Python
6 5 (10.64%) MATLAB
6 5 (10.64%) SQL
6 5 (10.64%) R
7 1 (2.13%) Bash Shell
7 1 (2.13%) Perl
Qualifications
1 38 (80.85%) Degree
2 25 (53.19%) PhD
Quality Assurance & Compliance
1 7 (14.89%) QA