The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the South East 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 438 430 -
Rank change year-on-year
-8 -
Permanent jobs citing Machine Learning 2 4 0
As % of all permanent IT jobs located in the South East 0.009% 0.019% -
As % of the Processes & Methodologies category 0.012% 0.023% -
Number of salaries quoted 0 4 0
Average salary - £47,500 -
UK excluding London average salary £45,000 £43,750 £37,500
% change year-on-year
+2.85% +16.66%
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 South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
17383 17049 17614
As % of all permanent IT jobs located in the South East 79.58% 79.20% 77.94%
Number of salaries quoted 13513 13926 14901
Average salary £45,000 £45,000 £44,000
Average salary % change year-on-year
- +2.27%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £67,500 £62,500 £65,000
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 the South East

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

Machine Learning Jobs Demand Trend in the South East

Machine Learning
Salary Trend in the South East

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

Machine Learning Salary Trend in the South East

Machine Learning
Job Locations in the South East

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the South East 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
Oxfordshire +13 2 - - 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 21 October 2014, IT jobs across the South East 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 16 (88.89%) Algorithms
2 15 (83.33%) Degree
3 10 (55.56%) Computer Science
3 10 (55.56%) Python
4 9 (50.00%) Mathematics
4 9 (50.00%) Statistics
5 8 (44.44%) Java
5 8 (44.44%) Big Data
6 7 (38.89%) Linux
6 7 (38.89%) Software Engineering
6 7 (38.89%) PostgreSQL
6 7 (38.89%) Agile Software Development
7 6 (33.33%) TDD
7 6 (33.33%) Physics
7 6 (33.33%) SC Cleared
7 6 (33.33%) Security Cleared
7 6 (33.33%) Git (software)
7 6 (33.33%) Hadoop
7 6 (33.33%) JUnit
7 6 (33.33%) JDBC
7 6 (33.33%) Internet
7 6 (33.33%) Cyber Security
7 6 (33.33%) Coaching
7 6 (33.33%) PyUnit
7 6 (33.33%) Apache Hive
8 4 (22.22%) PhD
8 4 (22.22%) C++
9 3 (16.67%) C
9 3 (16.67%) MATLAB
9 3 (16.67%) Signal Processing

Machine Learning
Top Related IT Skills in the South East by Category

For the 6 months to 21 October 2014, IT jobs across the South East 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.

Communications & Networking
1 6 (33.33%) Internet
Database & Business Intelligence
1 8 (44.44%) Big Data
2 7 (38.89%) PostgreSQL
3 6 (33.33%) Hadoop
3 6 (33.33%) Apache Hive
4 1 (5.56%) MongoDB
Development Applications
1 6 (33.33%) Git (software)
1 6 (33.33%) JUnit
1 6 (33.33%) PyUnit
Job Titles
1 6 (33.33%) Developer
1 6 (33.33%) Consultant
1 6 (33.33%) Security Consultant
1 6 (33.33%) Cyber Security Consultant
1 6 (33.33%) Development Engineer
1 6 (33.33%) Senior Development Engineer
1 6 (33.33%) Security Engineer
2 1 (5.56%) Java Developer
2 1 (5.56%) C++ Developer
Libraries, Frameworks & Software Standards
1 6 (33.33%) JDBC
2 1 (5.56%) STL
2 1 (5.56%) Boost C++ Libraries
Miscellaneous
1 16 (88.89%) Algorithms
2 10 (55.56%) Computer Science
3 9 (50.00%) Mathematics
3 9 (50.00%) Statistics
4 6 (33.33%) Physics
5 1 (5.56%) Data Structures
Operating Systems
1 7 (38.89%) Linux
2 1 (5.56%) Embedded Linux
Processes & Methodologies
1 7 (38.89%) Software Engineering
1 7 (38.89%) Agile Software Development
2 6 (33.33%) TDD
2 6 (33.33%) Cyber Security
2 6 (33.33%) Coaching
3 3 (16.67%) Signal Processing
3 3 (16.67%) Pattern Recognition
3 3 (16.67%) Analytics
3 3 (16.67%) Bayesian Methods
4 2 (11.11%) Big Data Analytics
5 1 (5.56%) MVC
5 1 (5.56%) OOP
5 1 (5.56%) OO
5 1 (5.56%) Unit Testing
5 1 (5.56%) Web Development
Programming Languages
1 10 (55.56%) Python
2 8 (44.44%) Java
3 4 (22.22%) C++
4 3 (16.67%) C
4 3 (16.67%) MATLAB
5 1 (5.56%) Ruby
Qualifications
1 15 (83.33%) Degree
2 6 (33.33%) SC Cleared
2 6 (33.33%) Security Cleared
3 4 (22.22%) PhD
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