The first table below looks at the demand 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 25 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the South East region.

Location
3 months to
25 Jul 2014
Same period 2013 Same period 2012
Machine Learning
Rank 437 431 -
Rank change year-on-year
-6 -
Permanent jobs citing Machine Learning 14 7 0
As % of all permanent IT jobs located in the South East 0.062% 0.032% -
As % of the Processes & Methodologies category 0.079% 0.042% -
Number of salaries quoted 11 5 0
Average salary £42,500 £50,000 -
Average salary % change year-on-year
-15.00% -
UK excluding London average salary £37,500 £46,250 £32,500
% change year-on-year
-18.91% +42.30%
Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
17670 16495 17517
As % of all permanent IT jobs located in the South East 77.82% 74.48% 75.48%
Number of salaries quoted 13894 13425 14881
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 £63,500 £67,500
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%
Machine Learning
England

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 25 July 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 25 July 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
Hampshire - 6 £42,500 -
Oxfordshire +3 4 £60,000 +9.09% 1
Surrey - 4 £40,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 25 July 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 32 (64.00%) Degree
2 27 (54.00%) Computer Science
3 26 (52.00%) Statistics
3 26 (52.00%) Python
4 24 (48.00%) Big Data
5 23 (46.00%) Mathematics
6 21 (42.00%) Java
7 19 (38.00%) Analytics
8 18 (36.00%) Hadoop
9 17 (34.00%) MATLAB
10 16 (32.00%) Agile Software Development
11 15 (30.00%) Linux
11 15 (30.00%) C++
11 15 (30.00%) Software Engineering
12 14 (28.00%) Data Analysis
13 13 (26.00%) Internet
13 13 (26.00%) Physics
13 13 (26.00%) Security Cleared
14 12 (24.00%) SC Cleared
14 12 (24.00%) Cyber Security
14 12 (24.00%) PostgreSQL
15 10 (20.00%) TDD
15 10 (20.00%) JUnit
15 10 (20.00%) JDBC
15 10 (20.00%) PyUnit
15 10 (20.00%) Apache Hive
15 10 (20.00%) Git (software)
16 9 (18.00%) C
17 8 (16.00%) Games
17 8 (16.00%) MySQL

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

For the 6 months to 25 July 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 13 (26.00%) Internet
2 5 (10.00%) Wireless
Database & Business Intelligence
1 24 (48.00%) Big Data
2 18 (36.00%) Hadoop
3 12 (24.00%) PostgreSQL
4 10 (20.00%) Apache Hive
5 8 (16.00%) MySQL
5 8 (16.00%) NoSQL
6 2 (4.00%) Data Mining
6 2 (4.00%) MongoDB
Development Applications
1 10 (20.00%) JUnit
1 10 (20.00%) Git (software)
1 10 (20.00%) PyUnit
General
1 8 (16.00%) Games
Job Titles
1 12 (24.00%) Developer
1 12 (24.00%) Consultant
1 12 (24.00%) Security Consultant
1 12 (24.00%) Security Engineer
1 12 (24.00%) Cyber Security Consultant
2 10 (20.00%) Development Engineer
2 10 (20.00%) Senior Development Engineer
3 9 (18.00%) Analyst
4 6 (12.00%) Data Scientist
5 5 (10.00%) C++ Developer
6 4 (8.00%) Data Analyst
7 1 (2.00%) Java Developer
7 1 (2.00%) Software Developer
7 1 (2.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 10 (20.00%) JDBC
2 5 (10.00%) STL
2 5 (10.00%) Boost C++ Libraries
3 1 (2.00%) .NET
Miscellaneous
1 27 (54.00%) Computer Science
2 26 (52.00%) Statistics
3 23 (46.00%) Mathematics
4 13 (26.00%) Physics
5 1 (2.00%) Neural Network
Operating Systems
1 15 (30.00%) Linux
2 5 (10.00%) Embedded Linux
Processes & Methodologies
1 19 (38.00%) Analytics
2 16 (32.00%) Agile Software Development
3 15 (30.00%) Software Engineering
4 14 (28.00%) Data Analysis
5 12 (24.00%) Cyber Security
6 10 (20.00%) TDD
7 8 (16.00%) Data Analytics
8 6 (12.00%) Continuous Improvement
8 6 (12.00%) Predictive Modelling
8 6 (12.00%) OO
9 5 (10.00%) OOP
9 5 (10.00%) Validation
9 5 (10.00%) Operations Research
10 4 (8.00%) Pattern Recognition
10 4 (8.00%) Big Data Analytics
11 3 (6.00%) Signal Processing
12 2 (4.00%) Web Development
12 2 (4.00%) Unit Testing
12 2 (4.00%) MVC
13 1 (2.00%) Rapid Prototyping
Programming Languages
1 26 (52.00%) Python
2 21 (42.00%) Java
3 17 (34.00%) MATLAB
4 15 (30.00%) C++
5 9 (18.00%) C
6 8 (16.00%) R
7 5 (10.00%) C#
8 2 (4.00%) Ruby
Qualifications
1 32 (64.00%) Degree
2 13 (26.00%) Security Cleared
3 12 (24.00%) SC Cleared
4 6 (12.00%) PhD
Oxford, Oxfordshire
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