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Bosch Group
4mo ago

PhD - Property Prediction for Embedded (AI) Systems(m/w/x)

Renningen
Full-timeOn-siteJunior
AI/ML

Description

You will investigate and model hardware characteristics, predict performance across platforms, and explore machine learning techniques to improve modeling efficiency and accuracy.

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Requirements

  • •Excellent degree in Electrical Engineering
  • •Proficiency in C/C++, Python, Matlab
  • •Good skills in modern mathematics
  • •Knowledge of AI algorithms
  • •Experience in digital hardware and embedded systems
  • •Creative and assertive mindset
  • •Structured and strategic thinking
  • •Fluent in English, German is an advantage

Education

Master's degree

Tasks

  • •Investigate hardware characteristics extraction methods.
  • •Model characteristics at various abstraction levels.
  • •Predict performance for workloads on hardware platforms.
  • •Explore novel machine learning methods for modeling.
  • •Compare machine learning methods with conventional approaches.
  • •Discover machine learning compilers for modeling workflows.
  • •Identify optimizations for accurate performance predictions.

Tools & Technologies

C/C++PythonMatlabTensorFlowPyTorch

Languages

English – Fluent

German – Basic

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