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 23 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
23 Jan 2015
Same period 2014 Same period 2013
Machine Learning
Rank 124 133 135
Rank change year-on-year
+9 +2
Permanent jobs citing Machine Learning 5 1 7
As % of all permanent IT jobs located in Cambridgeshire 0.22% 0.047% 0.27%
As % of the Processes & Methodologies category 0.27% 0.058% 0.36%
Number of salaries quoted 5 1 6
Average salary £40,000 £35,000 £37,500
Average salary % change year-on-year
+14.28% -6.66%
UK excluding London average salary £45,000 £40,000 £37,500
% change year-on-year
+12.50% +6.66%
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
1866 1722 1918
As % of all permanent IT jobs located in Cambridgeshire 81.77% 81.30% 73.91%
Number of salaries quoted 1469 1414 1639
Average salary £45,000 £43,000 £41,500
Average salary % change year-on-year
+4.65% +3.61%
90% offered a salary of more than £30,000 £32,470 £30,000
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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
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 23 January 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 +4 5 £40,000 +14.28%
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 23 January 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 14 (77.78%) Algorithms
2 11 (61.11%) C++
2 11 (61.11%) Java
2 11 (61.11%) Statistics
3 10 (55.56%) Computer Science
3 10 (55.56%) PhD
4 9 (50.00%) Degree
4 9 (50.00%) Software Engineering
4 9 (50.00%) Analytical Skills
5 7 (38.89%) Bayesian Methods
5 7 (38.89%) R
5 7 (38.89%) MATLAB
6 6 (33.33%) Mathematics
6 6 (33.33%) Analytics
7 5 (27.78%) Knowledge Discovery
7 5 (27.78%) Natural Language Processing
7 5 (27.78%) Pattern Recognition
7 5 (27.78%) Signal Processing
7 5 (27.78%) Mathematica
7 5 (27.78%) Internet
7 5 (27.78%) Python
7 5 (27.78%) SQL
8 3 (16.67%) .NET
8 3 (16.67%) C
8 3 (16.67%) C#
8 3 (16.67%) ASP.NET
8 3 (16.67%) Linux
8 3 (16.67%) Banking
8 3 (16.67%) Physics
8 3 (16.67%) NoSQL

Machine Learning
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 23 January 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.

Applications
1 5 (27.78%) Mathematica
Communications & Networking
1 5 (27.78%) Internet
Database & Business Intelligence
1 3 (16.67%) NoSQL
2 2 (11.11%) Data Mining
3 1 (5.56%) MySQL
3 1 (5.56%) HBase
3 1 (5.56%) Big Data
3 1 (5.56%) Hadoop
Development Applications
1 1 (5.56%) Ant
1 1 (5.56%) Subversion
General
1 3 (16.67%) Banking
2 1 (5.56%) Marketing
Job Titles
1 5 (27.78%) Data Scientist
1 5 (27.78%) Developer
2 3 (16.67%) Software Engineer
2 3 (16.67%) Real Time Software Engineer
2 3 (16.67%) Real Time Engineer
3 2 (11.11%) Java Developer
4 1 (5.56%) Graduate
4 1 (5.56%) Research Scientist
Libraries, Frameworks & Software Standards
1 5 (27.78%) Natural Language Processing
2 3 (16.67%) .NET
2 3 (16.67%) ASP.NET
3 1 (5.56%) Spring
3 1 (5.56%) jQuery
Miscellaneous
1 14 (77.78%) Algorithms
2 11 (61.11%) Statistics
3 10 (55.56%) Computer Science
4 9 (50.00%) Analytical Skills
5 6 (33.33%) Mathematics
6 3 (16.67%) Physics
7 2 (11.11%) Data Structures
7 2 (11.11%) Applied Mathematics
Operating Systems
1 3 (16.67%) Linux
Processes & Methodologies
1 9 (50.00%) Software Engineering
2 7 (38.89%) Bayesian Methods
3 6 (33.33%) Analytics
4 5 (27.78%) Knowledge Discovery
4 5 (27.78%) Pattern Recognition
4 5 (27.78%) Signal Processing
5 3 (16.67%) Risk Analysis
5 3 (16.67%) Rapid Prototyping
5 3 (16.67%) Data Analytics
5 3 (16.67%) Risk Analytics
6 2 (11.11%) Statistical Modelling
7 1 (5.56%) CRM
7 1 (5.56%) TDD
Programming Languages
1 11 (61.11%) C++
1 11 (61.11%) Java
2 7 (38.89%) R
2 7 (38.89%) MATLAB
3 5 (27.78%) Python
3 5 (27.78%) SQL
4 3 (16.67%) C
4 3 (16.67%) C#
5 1 (5.56%) JavaScript
Qualifications
1 10 (55.56%) PhD
2 9 (50.00%) Degree
Quality Assurance & Compliance
1 1 (5.56%) QA
Systems Management
1 1 (5.56%) Opscode Chef
1 1 (5.56%) Puppet