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

Location
3 months to
30 Oct 2014
Same period 2013 Same period 2012
Machine Learning
Rank 105 - 131
Rank change year-on-year
- 0
Permanent jobs citing Machine Learning 11 0 1
As % of all permanent IT jobs located in Cambridge 0.64% - 0.047%
As % of the Processes & Methodologies category 0.75% - 0.063%
Number of salaries quoted 4 0 1
Average salary £35,000 - £47,500
UK excluding London average salary £45,000 £41,250 £37,500
% change year-on-year
+9.09% +10.00%
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
1470 1169 1599
As % of all permanent IT jobs located in Cambridge 85.32% 80.07% 74.82%
Number of salaries quoted 1110 958 1365
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
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 £42,500 £40,000
% change year-on-year
- +6.25%

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
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Machine Learning across the Cambridge region over the 3 months to 30 October 2014.

Machine Learning Salary Histogram in Cambridge

Machine Learning
Top 30 Related IT Skills in Cambridge

For the 6 months to 30 October 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 35 (92.11%) Algorithms
2 34 (89.47%) C++
3 29 (76.32%) Degree
4 27 (71.05%) Computer Science
5 22 (57.89%) Statistics
5 22 (57.89%) Java
5 22 (57.89%) PhD
6 21 (55.26%) Signal Processing
7 20 (52.63%) Software Engineering
8 19 (50.00%) Analytical Skills
9 16 (42.11%) Mathematics
10 15 (39.47%) C#
10 15 (39.47%) .NET
10 15 (39.47%) ASP.NET
10 15 (39.47%) Physics
11 13 (34.21%) C
12 12 (31.58%) Bayesian Methods
13 8 (21.05%) Data Structures
13 8 (21.05%) Data Mining
14 7 (18.42%) MATLAB
14 7 (18.42%) QA
14 7 (18.42%) R
14 7 (18.42%) Statistical Modelling
15 6 (15.79%) Natural Language Processing
15 6 (15.79%) SQL
15 6 (15.79%) Python
15 6 (15.79%) Internet
15 6 (15.79%) Mathematica
15 6 (15.79%) Knowledge Discovery
16 4 (10.53%) Analytics

Machine Learning
Top Related IT Skills in Cambridge by Category

For the 6 months to 30 October 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 6 (15.79%) Mathematica
Communications & Networking
1 6 (15.79%) Internet
Database & Business Intelligence
1 8 (21.05%) Data Mining
2 3 (7.89%) NoSQL
General
1 3 (7.89%) Banking
Job Titles
1 15 (39.47%) Data Scientist
2 13 (34.21%) Software Engineer
2 13 (34.21%) Real Time Software Engineer
2 13 (34.21%) Real Time Engineer
3 7 (18.42%) Graduate
4 6 (15.79%) Research Scientist
5 4 (10.53%) Developer
6 1 (2.63%) Java Developer
Libraries, Frameworks & Software Standards
1 15 (39.47%) .NET
1 15 (39.47%) ASP.NET
2 6 (15.79%) Natural Language Processing
Miscellaneous
1 35 (92.11%) Algorithms
2 27 (71.05%) Computer Science
3 22 (57.89%) Statistics
4 19 (50.00%) Analytical Skills
5 16 (42.11%) Mathematics
6 15 (39.47%) Physics
7 8 (21.05%) Data Structures
8 1 (2.63%) Applied Mathematics
Operating Systems
1 1 (2.63%) Linux
Processes & Methodologies
1 21 (55.26%) Signal Processing
2 20 (52.63%) Software Engineering
3 12 (31.58%) Bayesian Methods
4 7 (18.42%) Statistical Modelling
5 6 (15.79%) Knowledge Discovery
6 4 (10.53%) Pattern Recognition
6 4 (10.53%) Analytics
7 3 (7.89%) Risk Analysis
7 3 (7.89%) Rapid Prototyping
7 3 (7.89%) Data Analytics
7 3 (7.89%) Risk Analytics
Programming Languages
1 34 (89.47%) C++
2 22 (57.89%) Java
3 15 (39.47%) C#
4 13 (34.21%) C
5 7 (18.42%) MATLAB
5 7 (18.42%) R
6 6 (15.79%) SQL
6 6 (15.79%) Python
Qualifications
1 29 (76.32%) Degree
2 22 (57.89%) PhD
Quality Assurance & Compliance
1 7 (18.42%) QA
Cambridge, Cambridgeshire
Senitor Associates
Salary: £40000 - £50000 per annum + Benefits & High Profile Projects
Posted: 5 days ago