The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Oxfordshire region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 19 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
Machine Learning
Rank 113 115 -
Rank change year-on-year
+2 -
Permanent jobs citing Machine Learning 2 6 0
As % of all permanent IT jobs located in Oxfordshire 0.13% 0.36% -
As % of the Processes & Methodologies category 0.16% 0.46% -
Number of salaries quoted 0 6 0
Average salary - £51,250 -
UK excluding London average salary £38,750 £45,000 £38,000
% change year-on-year
-13.88% +18.42%
Machine Learning
South East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Oxfordshire region.

Processes & Methodologies Category
Oxfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1214 1291 1263
As % of all permanent IT jobs located in Oxfordshire 80.24% 77.31% 77.15%
Number of salaries quoted 1017 1131 1142
Average salary £45,000 £40,000 £42,500
Average salary % change year-on-year
+12.50% -5.88%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £65,000 £65,000 £62,500
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Machine Learning
Jobs Demand Trend in Oxfordshire

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

Machine Learning Jobs Demand Trend in Oxfordshire

Machine Learning
Salary Trend in Oxfordshire

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

Machine Learning Salary Trend in Oxfordshire

Machine Learning
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the Oxfordshire region over the 3 months to 19 September 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
Oxford +2 2 - - 1
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 19 September 2014, IT jobs across the Oxfordshire 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 (100.00%) Python
2 14 (87.50%) Hadoop
2 14 (87.50%) Big Data
3 12 (75.00%) Software Engineering
3 12 (75.00%) Linux
3 12 (75.00%) Agile Software Development
4 10 (62.50%) TDD
4 10 (62.50%) PostgreSQL
4 10 (62.50%) Java
4 10 (62.50%) JUnit
4 10 (62.50%) JDBC
4 10 (62.50%) Degree
4 10 (62.50%) Git (software)
4 10 (62.50%) PyUnit
4 10 (62.50%) Apache Hive
4 10 (62.50%) Coaching
5 4 (25.00%) NoSQL
5 4 (25.00%) R
5 4 (25.00%) Data Analytics
5 4 (25.00%) Analytics
5 4 (25.00%) Bayesian Methods
5 4 (25.00%) Statistics
5 4 (25.00%) MySQL
5 4 (25.00%) Data Analysis
5 4 (25.00%) MATLAB
5 4 (25.00%) Games
6 2 (12.50%) C++
6 2 (12.50%) STL
6 2 (12.50%) OOP
6 2 (12.50%) OO

Machine Learning
Top Related IT Skills in Oxfordshire by Category

For the 6 months to 19 September 2014, IT jobs across the Oxfordshire 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.

Database & Business Intelligence
1 14 (87.50%) Hadoop
1 14 (87.50%) Big Data
2 10 (62.50%) Apache Hive
2 10 (62.50%) PostgreSQL
3 4 (25.00%) MySQL
3 4 (25.00%) NoSQL
Development Applications
1 10 (62.50%) JUnit
1 10 (62.50%) Git (software)
1 10 (62.50%) PyUnit
General
1 4 (25.00%) Games
Job Titles
1 10 (62.50%) Development Engineer
1 10 (62.50%) Senior Development Engineer
2 2 (12.50%) Data Scientist
2 2 (12.50%) Developer
2 2 (12.50%) Analyst
2 2 (12.50%) Data Analyst
2 2 (12.50%) C++ Developer
Libraries, Frameworks & Software Standards
1 10 (62.50%) JDBC
2 2 (12.50%) STL
2 2 (12.50%) Boost C++ Libraries
Miscellaneous
1 4 (25.00%) Statistics
2 2 (12.50%) Computer Science
Operating Systems
1 12 (75.00%) Linux
2 2 (12.50%) Embedded Linux
Processes & Methodologies
1 12 (75.00%) Agile Software Development
1 12 (75.00%) Software Engineering
2 10 (62.50%) TDD
2 10 (62.50%) Coaching
3 4 (25.00%) Data Analysis
3 4 (25.00%) Data Analytics
3 4 (25.00%) Analytics
3 4 (25.00%) Bayesian Methods
4 2 (12.50%) OOP
4 2 (12.50%) OO
Programming Languages
1 16 (100.00%) Python
2 10 (62.50%) Java
3 4 (25.00%) MATLAB
3 4 (25.00%) R
4 2 (12.50%) C++
Qualifications
1 10 (62.50%) Degree
2 1 (6.25%) PhD
Oxford, Oxfordshire
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