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

Location
3 months to
2 Sep 2015
Same period 2014 Same period 2013
Machine Learning
Rank 123 120 135
Rank change year-on-year
-3 +15
Permanent jobs citing Machine Learning 3 32 4
As % of all permanent IT jobs located in Cambridgeshire 0.14% 1.29% 0.18%
As % of the Processes & Methodologies category 0.17% 1.57% 0.22%
Number of salaries quoted 3 23 3
Average salary £50,000 £35,000 £34,000
Average salary % change year-on-year
+42.85% +2.94%
UK excluding London average salary £50,000 £37,500 £45,000
% change year-on-year
+33.33% -16.66%
Machine Learning
East of 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 Cambridgeshire region.

Processes & Methodologies Category
Cambridgeshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1755 2042 1826
As % of all permanent IT jobs located in Cambridgeshire 82.82% 82.24% 80.09%
Number of salaries quoted 1524 1620 1551
Average salary £45,000 £42,500 £40,000
Average salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £31,250 £30,000 £31,000
10% offered a salary of more than £65,000 £61,000 £60,000
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 Cambridgeshire

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

Machine Learning Jobs Demand Trend in Cambridgeshire

Machine Learning
Salary Trend in Cambridgeshire

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

Machine Learning Salary Trend in Cambridgeshire

Machine Learning
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Machine Learning across the Cambridgeshire region over the 3 months to 2 September 2015.

Machine Learning Salary Histogram in Cambridgeshire

Machine Learning
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the Cambridgeshire region over the 3 months to 2 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
Cambridge -8 3 £50,000 +42.85%
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 2 September 2015, IT jobs across the Cambridgeshire 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 13 (72.22%) C++
1 13 (72.22%) Python
2 12 (66.67%) Mathematics
3 11 (61.11%) Computer Science
3 11 (61.11%) PhD
4 10 (55.56%) C
4 10 (55.56%) Statistics
5 9 (50.00%) Linux
6 6 (33.33%) Degree
6 6 (33.33%) Bayesian Methods
6 6 (33.33%) Physics
6 6 (33.33%) Statistical Modelling
7 5 (27.78%) Signal Processing
7 5 (27.78%) Software Engineering
7 5 (27.78%) UNIX
7 5 (27.78%) Perl
7 5 (27.78%) Data Mining
8 4 (22.22%) Java
8 4 (22.22%) JavaScript
8 4 (22.22%) Bioinformatics
8 4 (22.22%) R
8 4 (22.22%) Analytical Skills
8 4 (22.22%) Algorithms
9 3 (16.67%) Embedded Systems
9 3 (16.67%) Big Data
9 3 (16.67%) Embedded C
9 3 (16.67%) Embedded C++
10 2 (11.11%) E-Commerce
10 2 (11.11%) Retail
10 2 (11.11%) Bash Shell

Machine Learning
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 2 September 2015, IT jobs across the Cambridgeshire 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 5 (27.78%) Data Mining
2 3 (16.67%) Big Data
3 1 (5.56%) Hadoop
3 1 (5.56%) Apache Hive
General
1 2 (11.11%) Retail
2 1 (5.56%) Multimedia
Job Titles
1 10 (55.56%) Data Scientist
2 5 (27.78%) Software Engineer
3 4 (22.22%) Developer
4 3 (16.67%) Software Developer
5 1 (5.56%) Graduate
5 1 (5.56%) Embedded Software Engineer
5 1 (5.56%) Senior Software Engineer
5 1 (5.56%) Multimedia Engineer
5 1 (5.56%) Audio Engineer
5 1 (5.56%) Audio Software Engineer
Libraries, Frameworks & Software Standards
1 1 (5.56%) .NET
1 1 (5.56%) ASP.NET
1 1 (5.56%) OpenGL
1 1 (5.56%) OpenCV
1 1 (5.56%) OpenCL
Miscellaneous
1 12 (66.67%) Mathematics
2 11 (61.11%) Computer Science
3 10 (55.56%) Statistics
4 6 (33.33%) Physics
5 4 (22.22%) Analytical Skills
5 4 (22.22%) Algorithms
6 3 (16.67%) Embedded Systems
7 1 (5.56%) Data Structures
7 1 (5.56%) Augmented Reality
7 1 (5.56%) CUDA
7 1 (5.56%) Smartphone
Operating Systems
1 9 (50.00%) Linux
2 5 (27.78%) UNIX
3 1 (5.56%) Android
Processes & Methodologies
1 6 (33.33%) Statistical Modelling
1 6 (33.33%) Bayesian Methods
2 5 (27.78%) Signal Processing
2 5 (27.78%) Software Engineering
3 4 (22.22%) Bioinformatics
4 2 (11.11%) E-Commerce
5 1 (5.56%) Data Modelling
5 1 (5.56%) Benchmarking
5 1 (5.56%) Speech Recognition
5 1 (5.56%) Operations Research
5 1 (5.56%) Web Development
5 1 (5.56%) Image Processing
5 1 (5.56%) Product Management
5 1 (5.56%) Pattern Recognition
Programming Languages
1 13 (72.22%) C++
1 13 (72.22%) Python
2 10 (55.56%) C
3 5 (27.78%) Perl
4 4 (22.22%) R
4 4 (22.22%) Java
4 4 (22.22%) JavaScript
5 3 (16.67%) Embedded C
5 3 (16.67%) Embedded C++
6 2 (11.11%) Bash Shell
7 1 (5.56%) MATLAB
7 1 (5.56%) C#
Qualifications
1 11 (61.11%) PhD
2 6 (33.33%) Degree