The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the East of England region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 23 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
23 Oct 2014
Same period 2013 Same period 2012
Machine Learning
Rank 241 244 277
Rank change year-on-year
+3 +33
Permanent jobs citing Machine Learning 17 2 7
As % of all permanent IT jobs located in the East of England 0.22% 0.029% 0.077%
As % of the Processes & Methodologies category 0.27% 0.037% 0.10%
Number of salaries quoted 9 2 7
Average salary £37,500 £27,500 £37,500
Average salary % change year-on-year
+36.36% -26.66%
UK excluding London average salary £45,000 £47,500 £37,500
% change year-on-year
-5.26% +26.66%
Machine Learning
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 East of England region.

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
6244 5473 6929
As % of all permanent IT jobs located in the East of England 80.09% 78.76% 76.05%
Number of salaries quoted 4944 4531 5896
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £29,500 £29,000
10% offered a salary of more than £67,500 £60,000 £62,500
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 the East of England

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

Machine Learning Jobs Demand Trend in the East of England

Machine Learning
Salary Trend in the East of England

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

Machine Learning Salary Trend in the East of England

Machine Learning
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Machine Learning across the East of England region over the 3 months to 23 October 2014.

Machine Learning Salary Histogram in the East of England

Machine Learning
Job Locations in the East of England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the East of England region over the 3 months to 23 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
Cambridgeshire - 13 £35,000 - 2
Hertfordshire -16 4 £45,000 +63.63%
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the East of England

For the 6 months to 23 October 2014, IT jobs across the East of England 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 (82.22%) Algorithms
2 36 (80.00%) C++
3 34 (75.56%) Degree
4 33 (73.33%) Computer Science
5 27 (60.00%) Java
5 27 (60.00%) Statistics
6 24 (53.33%) Software Engineering
6 24 (53.33%) Analytical Skills
7 23 (51.11%) Signal Processing
7 23 (51.11%) PhD
8 17 (37.78%) Mathematics
9 16 (35.56%) Physics
9 16 (35.56%) C#
9 16 (35.56%) .NET
9 16 (35.56%) ASP.NET
10 14 (31.11%) C
11 13 (28.89%) Bayesian Methods
12 10 (22.22%) Python
12 10 (22.22%) Data Mining
13 9 (20.00%) Data Structures
14 8 (17.78%) Statistical Modelling
15 7 (15.56%) QA
16 6 (13.33%) R
16 6 (13.33%) Natural Language Processing
16 6 (13.33%) Knowledge Discovery
16 6 (13.33%) SQL
16 6 (13.33%) Internet
16 6 (13.33%) MATLAB
16 6 (13.33%) Games
16 6 (13.33%) Mathematica

Machine Learning
Top Related IT Skills in the East of England by Category

For the 6 months to 23 October 2014, IT jobs across the East of England 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 (13.33%) Mathematica
Cloud Services
1 4 (8.89%) Google Compute Engine
Communications & Networking
1 6 (13.33%) Internet
Database & Business Intelligence
1 10 (22.22%) Data Mining
2 3 (6.67%) NoSQL
Development Applications
1 4 (8.89%) Maven
1 4 (8.89%) Jenkins
General
1 6 (13.33%) Games
2 3 (6.67%) Banking
3 2 (4.44%) Retail
Job Titles
1 17 (37.78%) Data Scientist
2 14 (31.11%) Real Time Software Engineer
2 14 (31.11%) Real Time Engineer
2 14 (31.11%) Software Engineer
3 8 (17.78%) Developer
4 7 (15.56%) Graduate
5 6 (13.33%) Research Scientist
6 5 (11.11%) Java Developer
7 2 (4.44%) Junior Developer
7 2 (4.44%) Junior Java Developer
7 2 (4.44%) Senior Java Developer
7 2 (4.44%) Junior
7 2 (4.44%) Senior Developer
Libraries, Frameworks & Software Standards
1 16 (35.56%) .NET
1 16 (35.56%) ASP.NET
2 6 (13.33%) Natural Language Processing
3 4 (8.89%) Guava
3 4 (8.89%) Django
Miscellaneous
1 37 (82.22%) Algorithms
2 33 (73.33%) Computer Science
3 27 (60.00%) Statistics
4 24 (53.33%) Analytical Skills
5 17 (37.78%) Mathematics
6 16 (35.56%) Physics
7 9 (20.00%) Data Structures
8 4 (8.89%) Artificial Intelligence
Operating Systems
1 4 (8.89%) UNIX
1 4 (8.89%) Linux
Processes & Methodologies
1 24 (53.33%) Software Engineering
2 23 (51.11%) Signal Processing
3 13 (28.89%) Bayesian Methods
4 8 (17.78%) Statistical Modelling
5 6 (13.33%) Knowledge Discovery
6 4 (8.89%) Multithreading
6 4 (8.89%) OO
7 3 (6.67%) Rapid Prototyping
7 3 (6.67%) Pattern Recognition
7 3 (6.67%) Risk Analysis
7 3 (6.67%) Data Analytics
7 3 (6.67%) Risk Analytics
7 3 (6.67%) Analytics
8 2 (4.44%) Information Security
9 1 (2.22%) Data Analysis
9 1 (2.22%) E-Commerce
Programming Languages
1 36 (80.00%) C++
2 27 (60.00%) Java
3 16 (35.56%) C#
4 14 (31.11%) C
5 10 (22.22%) Python
6 6 (13.33%) MATLAB
6 6 (13.33%) R
6 6 (13.33%) SQL
Qualifications
1 34 (75.56%) Degree
2 23 (51.11%) PhD
Quality Assurance & Compliance
1 7 (15.56%) QA
Vendors
1 4 (8.89%) Google
Cambridge, Cambridgeshire
Client Server
Salary: £35k to £45k + bonus + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Senitor Associates
Salary: £40000 - £50000 per annum + Benefits & High Profile Projects
Posted: 2 days ago