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 22 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Aug 2014
Same period 2013 Same period 2012
Machine Learning
Rank 441 420 -
Rank change year-on-year
-21 -
Permanent jobs citing Machine Learning 9 9 0
As % of all permanent IT jobs located in the South East 0.040% 0.041% -
As % of the Processes & Methodologies category 0.051% 0.055% -
Number of salaries quoted 7 7 0
Average salary £42,500 £47,500 -
Average salary % change year-on-year
-10.52% -
UK excluding London average salary £37,500 £45,000 £32,500
% change year-on-year
-16.66% +38.46%
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
17755 16471 17389
As % of all permanent IT jobs located in the South East 78.46% 75.79% 75.96%
Number of salaries quoted 13729 13376 14722
Average salary £45,000 £45,000 £45,000
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Machine Learning across the South East region over the 3 months to 22 August 2014.

Machine Learning Salary Histogram 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 22 August 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
Surrey - 4 £40,000 - 2
Hampshire - 3 £42,500 -
Oxfordshire +7 2 - - 2
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 22 August 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 28 (63.64%) Degree
2 27 (61.36%) Python
3 24 (54.55%) Big Data
4 22 (50.00%) Statistics
5 20 (45.45%) Computer Science
5 20 (45.45%) Hadoop
6 18 (40.91%) Java
7 16 (36.36%) Linux
7 16 (36.36%) Agile Software Development
7 16 (36.36%) Software Engineering
7 16 (36.36%) Mathematics
8 15 (34.09%) Analytics
9 14 (31.82%) PostgreSQL
10 13 (29.55%) MATLAB
11 12 (27.27%) JUnit
11 12 (27.27%) JDBC
11 12 (27.27%) TDD
11 12 (27.27%) PyUnit
11 12 (27.27%) Git (software)
11 12 (27.27%) Apache Hive
12 11 (25.00%) Physics
12 11 (25.00%) SC Cleared
12 11 (25.00%) Security Cleared
12 11 (25.00%) Cyber Security
12 11 (25.00%) Bayesian Methods
12 11 (25.00%) Internet
13 10 (22.73%) Data Analysis
14 9 (20.45%) C++
15 8 (18.18%) MySQL
15 8 (18.18%) Games

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

For the 6 months to 22 August 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 11 (25.00%) Internet
2 2 (4.55%) Wireless
Database & Business Intelligence
1 24 (54.55%) Big Data
2 20 (45.45%) Hadoop
3 14 (31.82%) PostgreSQL
4 12 (27.27%) Apache Hive
5 8 (18.18%) MySQL
5 8 (18.18%) NoSQL
6 2 (4.55%) MongoDB
Development Applications
1 12 (27.27%) JUnit
1 12 (27.27%) PyUnit
1 12 (27.27%) Git (software)
General
1 8 (18.18%) Games
Job Titles
1 12 (27.27%) Development Engineer
1 12 (27.27%) Senior Development Engineer
2 11 (25.00%) Cyber Security Consultant
2 11 (25.00%) Security Engineer
2 11 (25.00%) Consultant
2 11 (25.00%) Security Consultant
2 11 (25.00%) Developer
3 6 (13.64%) Analyst
4 4 (9.09%) C++ Developer
4 4 (9.09%) Data Analyst
4 4 (9.09%) Data Scientist
5 1 (2.27%) Software Developer
5 1 (2.27%) Java Developer
Libraries, Frameworks & Software Standards
1 12 (27.27%) JDBC
2 4 (9.09%) STL
2 4 (9.09%) Boost C++ Libraries
Miscellaneous
1 22 (50.00%) Statistics
2 20 (45.45%) Computer Science
3 16 (36.36%) Mathematics
4 11 (25.00%) Physics
Operating Systems
1 16 (36.36%) Linux
2 4 (9.09%) Embedded Linux
Processes & Methodologies
1 16 (36.36%) Agile Software Development
1 16 (36.36%) Software Engineering
2 15 (34.09%) Analytics
3 12 (27.27%) TDD
4 11 (25.00%) Cyber Security
4 11 (25.00%) Bayesian Methods
5 10 (22.73%) Data Analysis
6 8 (18.18%) Data Analytics
7 4 (9.09%) OOP
7 4 (9.09%) OO
7 4 (9.09%) Big Data Analytics
8 3 (6.82%) Pattern Recognition
8 3 (6.82%) Signal Processing
9 2 (4.55%) Continuous Improvement
9 2 (4.55%) Predictive Modelling
9 2 (4.55%) Unit Testing
9 2 (4.55%) Operations Research
9 2 (4.55%) Web Development
9 2 (4.55%) MVC
9 2 (4.55%) Validation
Programming Languages
1 27 (61.36%) Python
2 18 (40.91%) Java
3 13 (29.55%) MATLAB
4 9 (20.45%) C++
5 8 (18.18%) R
6 5 (11.36%) C
7 2 (4.55%) Ruby
7 2 (4.55%) C#
Qualifications
1 28 (63.64%) Degree
2 11 (25.00%) SC Cleared
2 11 (25.00%) Security Cleared
3 4 (9.09%) PhD
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