AI and Machine Learning Intern (6 months)

Req ID:  20984 Posted on:  26-May-2021 Location: 

Prilly Sud (CH09), Switzerland

Department:  Customer Projects Deployment & Services (50008905) Job Family:  Information Technology

 

 

 

We propose an interesting internship opportunity to work on developing a generic browsing and search of time series data using machine learning profiling (i.e. data mining) of time series data streams.

 

 

AI AND MACHINE LEARNING INTERNSHIP (6 MONTHS)

 

DESCRIPTION

Develop and implement a generic browsing and search tool in Splunk that can be used to profile any time series data streams. The profiling shall identify suspected anomalies of the given time series and given a set of identified time series patterns, it can also search for occurrences of these patterns in any given time series data. Matrix Profile (www.cs.ucr.edu/~eamonn/MatrixProfile.html) will be used to implement the machine learning algorithms for this data mining and profiling.

 

 

MAIN TASKS

 

• Involved in the design, development and implementation of the Matrix profile algorithms


• Involved in the development of the browsing and search tool


• Involved in the validation testing of the developed algorithms

 

 

DEVELOPMENT ENVIRONMENT

 

• Data Platform: Splunk (www.Splunk.com)


• Machine Learning: MLTK (Splunk Machine Learning Toolkit)


• Programming Language: Python

 

 

REQUIREMENTS

 

• Bachelor or Master's degree in Computer Science, Data science or related fields


• Competent in Python programming


• Competent in Statistics and Mathematics


• Adequate knowledge of machine learning


• Fluent in English (French is an asset)

 

 

TRAINING AND SUPERVISION

Training in Splunk and MLTK will be provided. The project will be supervised by a project leader who will work alongside the intern in this project.