The first table below looks at the prevalence of the term Machine Learning in IT jobs advertised for the South West region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 18 April 2014 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 West region.

Location
3 months to
18 Apr 2014
Same period 2013 Same period 2012
Machine Learning
Rank 222 206 -
Rank change year-on-year
-16 -
Permanent jobs citing Machine Learning 3 14 0
As % of all permanent IT jobs located in the South West 0.052% 0.26% -
As % of the Miscellaneous category 0.15% 0.80% -
Number of salaries quoted 3 5 0
Average salary £45,000 £55,000 -
Average salary % change year-on-year
-18.18% -
UK excluding London average salary £42,500 £38,000 £70,000
% change year-on-year
+11.84% -45.71%
Miscellaneous Category
South West
Permanent IT job ads with a match in the
Miscellaneous category
1974 1756 1525
As % of all permanent IT jobs located in the South West 34.03% 32.63% 26.94%
Number of salaries quoted 1607 1490 1263
Average salary £37,500 £37,500 £38,000
Average salary % change year-on-year
- -1.31%
90% offered a salary of more than £25,000 £26,400 £24,000
10% offered a salary of more than £55,000 £51,000 £55,000
UK excluding London average salary £40,000 £38,000 £40,000
% change year-on-year
+5.26% -5.00%
Machine Learning
England

Machine Learning
Jobs Demand Trend in the South West

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

Machine Learning Jobs Demand Trend in the South West

Machine Learning
Salary Trend in the South West

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

Machine Learning Salary Trend in the South West

Machine Learning
Job Locations in the South West

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 West region over the 3 months to 18 April 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
(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
Find
Job
Vacancies
Dorset - 3 £45,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South West

For the 6 months to 18 April 2014, IT jobs across the South West 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 13 (81.25%) Java
1 13 (81.25%) Software Engineering
1 13 (81.25%) Hadoop
2 12 (75.00%) jQuery
2 12 (75.00%) JavaScript
2 12 (75.00%) TDD
3 10 (62.50%) Big Data
4 9 (56.25%) AngularJS
4 9 (56.25%) Esper
4 9 (56.25%) Akka
4 9 (56.25%) Play Framework
4 9 (56.25%) MongoDB
4 9 (56.25%) NoSQL
4 9 (56.25%) Backbone.js
4 9 (56.25%) Redis
4 9 (56.25%) KnockoutJS
4 9 (56.25%) Jasmine
4 9 (56.25%) Pair Programming
4 9 (56.25%) Extreme Programming
4 9 (56.25%) RESTful
4 9 (56.25%) Scala
4 9 (56.25%) Grails
4 9 (56.25%) Ruby
5 4 (25.00%) MySQL
5 4 (25.00%) Web Services
5 4 (25.00%) Spring
6 3 (18.75%) Google App Engine
6 3 (18.75%) Amazon AWS
6 3 (18.75%) Google
6 3 (18.75%) Marketing

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

For the 6 months to 18 April 2014, IT jobs across the South West 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 Platforms
1 3 (18.75%) Zope
2 1 (6.25%) Apache Solr
Cloud Services
1 3 (18.75%) Google App Engine
1 3 (18.75%) Amazon AWS
Database & Business Intelligence
1 13 (81.25%) Hadoop
2 10 (62.50%) Big Data
3 9 (56.25%) MongoDB
3 9 (56.25%) NoSQL
3 9 (56.25%) Redis
4 4 (25.00%) MySQL
5 3 (18.75%) HBase
Development Applications
1 9 (56.25%) Jasmine
2 3 (18.75%) Subversion
2 3 (18.75%) Ant
General
1 3 (18.75%) Marketing
Job Titles
1 9 (56.25%) Software Engineer
2 7 (43.75%) Senior Software Engineer
3 6 (37.50%) Developer
4 3 (18.75%) Python Developer
4 3 (18.75%) Java Developer
5 2 (12.50%) Java Software Engineer
5 2 (12.50%) Senior Java Software Engineer
6 1 (6.25%) Java Engineer
6 1 (6.25%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 12 (75.00%) jQuery
2 9 (56.25%) AngularJS
2 9 (56.25%) Esper
2 9 (56.25%) Akka
2 9 (56.25%) Play Framework
2 9 (56.25%) Backbone.js
2 9 (56.25%) KnockoutJS
2 9 (56.25%) RESTful
2 9 (56.25%) Grails
3 4 (25.00%) Web Services
3 4 (25.00%) Spring
4 3 (18.75%) Django
4 3 (18.75%) Pylons
4 3 (18.75%) Flask
5 1 (6.25%) Java EE
5 1 (6.25%) Hibernate
Miscellaneous
1 1 (6.25%) Social Media
Operating Systems
1 3 (18.75%) Linux
Processes & Methodologies
1 13 (81.25%) Software Engineering
2 12 (75.00%) TDD
3 9 (56.25%) Pair Programming
3 9 (56.25%) Extreme Programming
Programming Languages
1 13 (81.25%) Java
2 12 (75.00%) JavaScript
3 9 (56.25%) Scala
3 9 (56.25%) Ruby
4 3 (18.75%) Python
Systems Management
1 3 (18.75%) Puppet
1 3 (18.75%) Opscode Chef
Vendors
1 3 (18.75%) Google
1 3 (18.75%) Rackspace