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Internship in the Field of Variable Lifetime and Location Analysis of Intermediate Tensors in Automotive Neural Networks Inference starting November 2024

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Stellenbeschreibung

Praktikum
Homeoffice: Nach Absprache

We develop in our department current and future generations of driver assistant systems and autonomous driving functions for Mercedes-Benz AG.
Main task for us is to provide a compute platform to host all kind of functional algorithms including heavy loads of AI compute.

Neural Networks (NN) are being deployed increasingly in safety-critical scenes, e.g., automotive systems and their platforms. Various fault tolerance/detection methods can be adopted to ensure that the computation of the ML.

Your Tasks:

  • You will be performing fault injection test and evaluations on false positive and true negative results
  • In addition, you will be working on improving algorithmic based fault tolerance
  • Use research tools that help determine the lifetime and locality of intermediate tensors of NN inference in heterogeneous platforms
  • Formulate a "safety footprint" metric for HPs based on (1.)
  • Perform an experimental assessment for an existing automotive compute platform
  • Qualifikationen
    • Studies in the field of computer science or comparable studies
    • Very good communication skills and proficiency in English and German
    • Experiences with MS-Office
    • Very good knowledge of Linux, (embedded) C/C++, Python
    • Engagement
    • Ability to work in a team
    • Analytical way of thinking and  strategic way of working

    Additional information:

    It doesn’t work completely without formalities. When sending your online application, please attach your CV, certificate of enrollment, current performance record, relevant certificates, if applicable proof of mandatory internship and the standard period of study (max. 5 MB) and mark your application documents as "relevant for this application" in the online form.

    Please find the criteria of employment "here".

    Citizens of countries outside the European Trade Union please send, if applicable, your residence / work permit.

    We particularly welcome online applications from candidates with disabilities or similar impairments in direct response to this job advertisement. If you have any questions, you can contact the local disability officer once you have submitted your application form, who will gladly assist you in the onward application process: sbv-sindelfingen@mercedes-benz.com

    Please understand that we no longer accept paper applications and that there is no right to get your documents returned.

    If you have any questions regarding the application process, please contact HR Services by e-mail at myhrservice@mercedes-benz.com or by phone: 0711/17-99000 (Monday to Friday between 10 a.m. to 12 a.m. and 1 p.m. to 3 p.m.).

      Anstellungsart
    Praktikum
      Homeoffice
    Nach Absprache

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