The first table below looks at the prevalence of the term Machine Learning 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 24 May 2013 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all terms in our Miscellaneous category for the South East region.

Location
3 months to
24 May 2013
Same period 2012 Same period 2011
Machine Learning
Rank 431 436 -
Rank change year-on-year
+5 -
Permanent jobs citing Machine Learning 2 3 0
As % of all permanent IT jobs located in the South East 0.009% 0.013% -
As % of the Miscellaneous category 0.029% 0.042% -
Number of salaries quoted 2 3 0
Average salary £50,000 £70,000 -
Average salary % change year-on-year
-28.57% -
UK excluding London average salary £50,000 £50,000 £32,500
% change year-on-year
- +53.84%
All of the Miscellaneous Category
South East
Permanent IT job ads with a match in the
Miscellaneous category
6818 7081 6725
As % of all permanent IT jobs located in the South East 30.81% 29.77% 29.31%
Number of salaries quoted 5646 6040 5851
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £25,000 £27,500 £25,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £39,000 £40,000 £37,500
% change year-on-year
-2.50% +6.66%
Machine Learning
England

Machine Learning
Jobs Demand Trend

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 Miscellaneous category.

South East Machine Learning Jobs Demand Trend

Machine Learning
Salary Trend

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

South East Machine Learning Salary Trend

Machine Learning
Job Locations

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 24 May 2013. 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
(Click each for more statistics)
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
Berkshire - 2 £50,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills

For the 6 months to 24 May 2013, 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 15 (83.33%) Python
2 13 (72.22%) MATLAB
3 8 (44.44%) PhD
3 8 (44.44%) C
3 8 (44.44%) C++
3 8 (44.44%) Java
3 8 (44.44%) PHP
3 8 (44.44%) Red Hat
3 8 (44.44%) Linux
3 8 (44.44%) Puppet
4 7 (38.89%) Computer Science
4 7 (38.89%) Mathematics
4 7 (38.89%) Data Mining
5 5 (27.78%) Hadoop
5 5 (27.78%) Big Data
6 4 (22.22%) Apache Hive
6 4 (22.22%) R
6 4 (22.22%) Degree
6 4 (22.22%) Apache Pig
6 4 (22.22%) MySQL
6 4 (22.22%) PostgreSQL
7 3 (16.67%) Scala
8 2 (11.11%) Visualisation
8 2 (11.11%) Amazon AWS
8 2 (11.11%) Django
8 2 (11.11%) Quantitative Analysis
8 2 (11.11%) Google Analytics
8 2 (11.11%) Data Extraction
8 2 (11.11%) MapReduce
8 2 (11.11%) Open Source

Machine Learning
Top Related IT Skills by Category

For the 6 months to 24 May 2013, 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.

Application Development
1 2 (11.11%) Django
1 2 (11.11%) MapReduce
1 2 (11.11%) Web Services
Application Platforms
1 4 (22.22%) Apache Pig
2 2 (11.11%) Amazon AWS
Business Applications
1 2 (11.11%) Google Analytics
Communications & Networking
1 2 (11.11%) Internet
Database & Business Intelligence
1 7 (38.89%) Data Mining
2 5 (27.78%) Hadoop
2 5 (27.78%) Big Data
3 4 (22.22%) Apache Hive
3 4 (22.22%) MySQL
3 4 (22.22%) PostgreSQL
4 2 (11.11%) TOAD
4 2 (11.11%) SAP BW
General
1 2 (11.11%) Finance
1 2 (11.11%) Marketing
2 1 (5.556%) Music
Job Titles
1 4 (22.22%) Development Engineer
2 3 (16.67%) Graduate
3 2 (11.11%) Business Analyst
3 2 (11.11%) Developer
3 2 (11.11%) Analyst
3 2 (11.11%) Quantitative Analyst
4 1 (5.556%) Python Developer
4 1 (5.556%) Java Developer
Miscellaneous
1 7 (38.89%) Computer Science
1 7 (38.89%) Mathematics
2 2 (11.11%) Visualisation
2 2 (11.11%) Data Extraction
2 2 (11.11%) Open Source
2 2 (11.11%) Economics
2 2 (11.11%) Physics
3 1 (5.556%) Streaming Music
Operating Systems
1 8 (44.44%) Linux
2 1 (5.556%) UNIX
Processes & Methodologies
1 2 (11.11%) Quantitative Analysis
1 2 (11.11%) Analytics
1 2 (11.11%) Business Intelligence
1 2 (11.11%) Web Analytics
1 2 (11.11%) Statistical Analysis
2 1 (5.556%) Data Analysis
Programming Languages
1 15 (83.33%) Python
2 13 (72.22%) MATLAB
3 8 (44.44%) C
3 8 (44.44%) C++
3 8 (44.44%) Java
3 8 (44.44%) PHP
4 4 (22.22%) R
5 3 (16.67%) Scala
6 2 (11.11%) SQL
6 2 (11.11%) Objective-C
Qualifications
1 8 (44.44%) PhD
2 4 (22.22%) Degree
Systems Management
1 8 (44.44%) Puppet
Vendors
1 8 (44.44%) Red Hat
2 2 (11.11%) SAP
2 2 (11.11%) Omniture
2 2 (11.11%) Google