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

Location
3 months to
18 Sep 2014
Same period 2013 Same period 2012
Machine Learning
Rank 110 130 159
Rank change year-on-year
+20 +29
Permanent jobs citing Machine Learning 27 3 3
As % of all permanent IT jobs located in Cambridgeshire 1.12% 0.14% 0.10%
As % of the Processes & Methodologies category 1.38% 0.17% 0.13%
Number of salaries quoted 18 2 3
Average salary £35,000 £39,500 £45,000
Average salary % change year-on-year
-11.39% -12.22%
90% offered a salary of more than £27,500 £35,100 £43,000
10% offered a salary of more than £37,500 £43,900 £47,000
UK excluding London average salary £37,500 £45,000 £38,000
% change year-on-year
-16.66% +18.42%
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
1961 1734 2284
As % of all permanent IT jobs located in Cambridgeshire 81.00% 78.93% 76.39%
Number of salaries quoted 1546 1497 1966
Average salary £43,450 £40,000 £40,000
Average salary % change year-on-year
+8.62% -
90% offered a salary of more than £30,000 £31,000 £28,500
10% offered a salary of more than £60,000 £55,000 £62,500
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 18 September 2014.

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 18 September 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
(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 +20 25 £35,000 -11.39% 1
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 18 September 2014, 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 39 (84.78%) C++
2 35 (76.09%) Degree
3 31 (67.39%) Computer Science
4 28 (60.87%) Statistics
5 27 (58.70%) Signal Processing
6 25 (54.35%) Analytical Skills
6 25 (54.35%) Java
7 23 (50.00%) PhD
7 23 (50.00%) Mathematics
8 20 (43.48%) Software Engineering
9 19 (41.30%) C#
9 19 (41.30%) .NET
9 19 (41.30%) ASP.NET
9 19 (41.30%) Physics
10 15 (32.61%) C
11 13 (28.26%) Data Mining
12 12 (26.09%) Bayesian Methods
13 10 (21.74%) Statistical Modelling
14 7 (15.22%) QA
15 6 (13.04%) Python
16 5 (10.87%) Analytics
16 5 (10.87%) Knowledge Discovery
16 5 (10.87%) R
16 5 (10.87%) Natural Language Processing
16 5 (10.87%) SQL
16 5 (10.87%) Internet
16 5 (10.87%) MATLAB
16 5 (10.87%) Mathematica
17 3 (6.52%) Banking
17 3 (6.52%) Risk Analysis

Machine Learning
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 18 September 2014, 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.

Applications
1 5 (10.87%) Mathematica
Communications & Networking
1 5 (10.87%) Internet
Database & Business Intelligence
1 13 (28.26%) Data Mining
2 3 (6.52%) NoSQL
3 2 (4.35%) Big Data
General
1 3 (6.52%) Banking
2 2 (4.35%) Retail
2 2 (4.35%) Games
Job Titles
1 22 (47.83%) Data Scientist
2 14 (30.43%) Software Engineer
2 14 (30.43%) Real Time Software Engineer
2 14 (30.43%) Real Time Engineer
3 7 (15.22%) Graduate
4 6 (13.04%) Research Scientist
5 4 (8.70%) Developer
6 1 (2.17%) Java Developer
6 1 (2.17%) Systems Engineer
Libraries, Frameworks & Software Standards
1 19 (41.30%) .NET
1 19 (41.30%) ASP.NET
2 5 (10.87%) Natural Language Processing
Miscellaneous
1 31 (67.39%) Computer Science
2 28 (60.87%) Statistics
3 25 (54.35%) Analytical Skills
4 23 (50.00%) Mathematics
5 19 (41.30%) Physics
6 1 (2.17%) Applied Mathematics
6 1 (2.17%) Open Source
6 1 (2.17%) Embedded Systems
Operating Systems
1 1 (2.17%) UNIX
1 1 (2.17%) Windows
1 1 (2.17%) Linux
Processes & Methodologies
1 27 (58.70%) Signal Processing
2 20 (43.48%) Software Engineering
3 12 (26.09%) Bayesian Methods
4 10 (21.74%) Statistical Modelling
5 5 (10.87%) Analytics
5 5 (10.87%) Knowledge Discovery
6 3 (6.52%) Risk Analysis
6 3 (6.52%) Rapid Prototyping
6 3 (6.52%) Pattern Recognition
6 3 (6.52%) Data Analytics
6 3 (6.52%) Risk Analytics
7 2 (4.35%) Information Security
8 1 (2.17%) Data Analysis
8 1 (2.17%) E-Commerce
Programming Languages
1 39 (84.78%) C++
2 25 (54.35%) Java
3 19 (41.30%) C#
4 15 (32.61%) C
5 6 (13.04%) Python
6 5 (10.87%) R
6 5 (10.87%) SQL
6 5 (10.87%) MATLAB
7 1 (2.17%) Bash Shell
7 1 (2.17%) Perl
Qualifications
1 35 (76.09%) Degree
2 23 (50.00%) PhD
Quality Assurance & Compliance
1 7 (15.22%) QA