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 21 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Oct 2014
Same period 2013 Same period 2012
Machine Learning
Rank 123 127 153
Rank change year-on-year
+4 +26
Permanent jobs citing Machine Learning 13 1 3
As % of all permanent IT jobs located in Cambridgeshire 0.52% 0.046% 0.098%
As % of the Processes & Methodologies category 0.63% 0.059% 0.13%
Number of salaries quoted 5 0 3
Average salary £35,000 - £45,000
90% offered a salary of more than £30,500 - £43,000
10% offered a salary of more than £36,500 - £47,000
UK excluding London average salary £45,000 £43,750 £37,500
% change year-on-year
+2.85% +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
2057 1702 2290
As % of all permanent IT jobs located in Cambridgeshire 82.61% 78.11% 75.03%
Number of salaries quoted 1563 1416 1945
Average salary £45,000 £40,000 £40,000
Average salary % change year-on-year
+12.50% -
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 21 October 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 +5 13 £35,000 - 1
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 21 October 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 37 (90.24%) Algorithms
2 36 (87.80%) C++
3 30 (73.17%) Degree
4 29 (70.73%) Computer Science
5 23 (56.10%) Signal Processing
5 23 (56.10%) Java
5 23 (56.10%) PhD
5 23 (56.10%) Statistics
6 20 (48.78%) Analytical Skills
6 20 (48.78%) Software Engineering
7 17 (41.46%) Mathematics
8 16 (39.02%) Physics
8 16 (39.02%) C#
8 16 (39.02%) .NET
8 16 (39.02%) ASP.NET
9 14 (34.15%) C
10 13 (31.71%) Bayesian Methods
11 10 (24.39%) Data Mining
12 9 (21.95%) Data Structures
13 8 (19.51%) Statistical Modelling
14 7 (17.07%) QA
15 6 (14.63%) Python
15 6 (14.63%) SQL
15 6 (14.63%) Internet
15 6 (14.63%) MATLAB
15 6 (14.63%) Mathematica
15 6 (14.63%) R
15 6 (14.63%) Natural Language Processing
15 6 (14.63%) Knowledge Discovery
16 3 (7.32%) Analytics

Machine Learning
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 21 October 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 6 (14.63%) Mathematica
Communications & Networking
1 6 (14.63%) Internet
Database & Business Intelligence
1 10 (24.39%) Data Mining
2 3 (7.32%) NoSQL
General
1 3 (7.32%) Banking
2 2 (4.88%) Retail
2 2 (4.88%) Games
Job Titles
1 17 (41.46%) Data Scientist
2 14 (34.15%) Software Engineer
2 14 (34.15%) Real Time Software Engineer
2 14 (34.15%) Real Time Engineer
3 7 (17.07%) Graduate
4 6 (14.63%) Research Scientist
5 4 (9.76%) Developer
6 1 (2.44%) Java Developer
Libraries, Frameworks & Software Standards
1 16 (39.02%) .NET
1 16 (39.02%) ASP.NET
2 6 (14.63%) Natural Language Processing
Miscellaneous
1 37 (90.24%) Algorithms
2 29 (70.73%) Computer Science
3 23 (56.10%) Statistics
4 20 (48.78%) Analytical Skills
5 17 (41.46%) Mathematics
6 16 (39.02%) Physics
7 9 (21.95%) Data Structures
Processes & Methodologies
1 23 (56.10%) Signal Processing
2 20 (48.78%) Software Engineering
3 13 (31.71%) Bayesian Methods
4 8 (19.51%) Statistical Modelling
5 6 (14.63%) Knowledge Discovery
6 3 (7.32%) Analytics
6 3 (7.32%) Data Analytics
6 3 (7.32%) Risk Analytics
6 3 (7.32%) Risk Analysis
6 3 (7.32%) Rapid Prototyping
6 3 (7.32%) Pattern Recognition
7 2 (4.88%) Information Security
8 1 (2.44%) E-Commerce
8 1 (2.44%) Data Analysis
Programming Languages
1 36 (87.80%) C++
2 23 (56.10%) Java
3 16 (39.02%) C#
4 14 (34.15%) C
5 6 (14.63%) Python
5 6 (14.63%) SQL
5 6 (14.63%) MATLAB
5 6 (14.63%) R
Qualifications
1 30 (73.17%) Degree
2 23 (56.10%) PhD
Quality Assurance & Compliance
1 7 (17.07%) QA
Cambridge, Cambridgeshire
Senitor Associates
Salary: £40000 - £50000 per annum + Benefits & High Profile Projects
Posted: 3 hours ago