Pubblicato su stage4eu il: 29/05/2019 Audi, Internship - Data Analytics and Machine Learning for the prediction of user behavior

Audi Electronics Venture
Sachsstraße 20, Ingolstadt, Germania
Informatica/ICT, Statistica/Data analysis
L'offerta scade il 01/07/2019
Posti disponibili Non specificato
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Attività:

 

In modern cars there are lots of ways a user can interact with the car and the systems provided, e. g. advanced driver assistance systems. This leads to a lot of questions regarding the usage of these systems which may influence further development.
In this project, it will be your task to formulate questions which may lead to insights with support of the specialized department and to investigate on those using fleet data. For that purpose you will work on a state-of-the-art platform for Data Analytics based on the SMACK Stack. Your main tool and programming language will be Spark and Scala. This will enable you to illustrate and present the insights you gained by your Data Analytics in order to support further development.
Furthermore this knowledge provides the possibility of predicting future behavior. For that purpose Machine Learning algorithms can be used. The design and development of Machine Learning models to predict a certain user behavior will be one of the main tasks during your internship. Thereby you contribute to the vision of a smart and empathic car.

Requisiti principali:
  • You pursue studies in computer science or a related field
  • Knowledge and experience in Data Analytics and Machine Learning
  • Very good programming skills (e.g. Python, Java)
  • Experience with Spark, Scala and Docker are a plus
  • Curiosity and creativity how to answer questions by using data
  • Interested to do self-dependent, scientific work
  • Good communication skills and self-confidence