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sensmore GmbH

Machine Learning Engineer

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Description

You will build deep-learning models for 3D perception, sensor fusion, and Vision-Language-Action applications. You will optimize training and inference for NVIDIA edge hardware, lead perception-data initiatives, and integrate perception capabilities into the autonomy stack.

Responsibilities

  • Design and implement deep learning models for 3D perception
  • Develop multimodal networks that fuse LiDAR, radar, and camera data
  • Contribute to Vision-Language-Action models
  • Optimize training and inference pipelines for NVIDIA edge GPUs
  • Lead perception data pipelines, curation, and model evaluation
  • Integrate perception systems into the autonomy stack

Requirements

  • Master's or PhD in Computer Science, Robotics, Electrical Engineering, or a related field
  • Python proficiency
  • Strong PyTorch experience
  • Expertise in 3D perception and LiDAR-camera-radar sensor fusion
  • Experience deploying real-time deep learning models on embedded hardware using TensorRT, ONNX, Jetson, or Orin
  • Understanding of machine learning, deep learning, and autonomous systems

Benefits

  • Stock options
  • Beverages on-site
  • Regular social events
  • Relocation assistance to Berlin

Skills

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See also

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