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

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Machine Learning
Rank 74 82 96
Rank change year-on-year
+8 +14
Permanent jobs citing Machine Learning 4 1 1
As % of all permanent IT jobs located in Oxford 0.53% 0.10% 0.090%
As % of the Processes & Methodologies category 0.66% 0.14% 0.11%
Number of salaries quoted 4 1 1
Average salary £61,250 £60,000 £52,500
Average salary % change year-on-year
+2.08% +14.28%
UK excluding London average salary £55,000 £40,000 £37,500
% change year-on-year
+37.50% +6.66%
Machine Learning
Oxfordshire

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

Processes & Methodologies Category
Oxford
Permanent IT job ads with a match in the
Processes & Methodologies category
604 699 886
As % of all permanent IT jobs located in Oxford 79.68% 72.21% 79.46%
Number of salaries quoted 502 598 808
Average salary £47,500 £40,000 £49,000
Average salary % change year-on-year
+18.75% -18.36%
90% offered a salary of more than £31,900 £30,000 £32,500
10% offered a salary of more than £65,000 £67,500 £62,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Machine Learning
Jobs Demand Trend in Oxford

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

Machine Learning Jobs Demand Trend in Oxford

Machine Learning
Salary Trend in Oxford

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

Machine Learning Salary Trend in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 19 December 2014, IT jobs across the Oxford 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 6 (100.00%) Agile Software Development
1 6 (100.00%) Python
2 4 (66.67%) C++
2 4 (66.67%) Linux
2 4 (66.67%) Software Engineering
2 4 (66.67%) Degree
2 4 (66.67%) Computer Science
2 4 (66.67%) Algorithms
3 3 (50.00%) Java
4 2 (33.33%) Coaching
4 2 (33.33%) TDD
4 2 (33.33%) Data Mining
4 2 (33.33%) PostgreSQL
4 2 (33.33%) Hadoop
4 2 (33.33%) Apache Hive
4 2 (33.33%) Big Data
4 2 (33.33%) Data Structures
4 2 (33.33%) Data Modelling
4 2 (33.33%) PhD
4 2 (33.33%) JDBC
4 2 (33.33%) JUnit
4 2 (33.33%) Git (software)
4 2 (33.33%) PyUnit
4 2 (33.33%) Artificial Intelligence
4 2 (33.33%) Mathematics
5 1 (16.67%) STL
5 1 (16.67%) Boost C++ Libraries
5 1 (16.67%) OOP
5 1 (16.67%) OO
5 1 (16.67%) Embedded C++

Machine Learning
Top Related IT Skills in Oxford by Category

For the 6 months to 19 December 2014, IT jobs across the Oxford 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 2 (33.33%) Data Mining
1 2 (33.33%) PostgreSQL
1 2 (33.33%) Hadoop
1 2 (33.33%) Apache Hive
1 2 (33.33%) Big Data
Development Applications
1 2 (33.33%) JUnit
1 2 (33.33%) Git (software)
1 2 (33.33%) PyUnit
Job Titles
1 2 (33.33%) Developer
1 2 (33.33%) Development Engineer
1 2 (33.33%) Senior Development Engineer
1 2 (33.33%) Data Scientist
2 1 (16.67%) Senior Developer
2 1 (16.67%) C++ Developer
Libraries, Frameworks & Software Standards
1 2 (33.33%) JDBC
2 1 (16.67%) STL
2 1 (16.67%) Boost C++ Libraries
Miscellaneous
1 4 (66.67%) Computer Science
1 4 (66.67%) Algorithms
2 2 (33.33%) Data Structures
2 2 (33.33%) Artificial Intelligence
2 2 (33.33%) Mathematics
Operating Systems
1 4 (66.67%) Linux
2 1 (16.67%) Embedded Linux
Processes & Methodologies
1 6 (100.00%) Agile Software Development
2 4 (66.67%) Software Engineering
3 2 (33.33%) Coaching
3 2 (33.33%) Data Modelling
3 2 (33.33%) TDD
4 1 (16.67%) OOP
4 1 (16.67%) OO
Programming Languages
1 6 (100.00%) Python
2 4 (66.67%) C++
3 3 (50.00%) Java
4 1 (16.67%) C
4 1 (16.67%) C#
4 1 (16.67%) Embedded C++
Qualifications
1 4 (66.67%) Degree
2 2 (33.33%) PhD
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £28000 to £60000 per annum - share options
Posted: 2 days ago
Oxford
CLIENT SERVER
Salary: £55k to £65k + benefits
Posted: 4 days ago