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💻 Job Title: Machine Learning Perception Engineer
📍 Location: Frankfurt, Germany (Hybrid)
💼Employment Type: Full-time
🔍 Job Overview
We’re seeking a ML Perception Engineer to develop and deploy advanced perception algorithms for autonomous vehicles. You’ll work on 3D object detection, tracking, sensor fusion, and scene understanding, driving innovation in deep learning, computer vision, and robotics to enhance the safety and performance of self-driving systems
⚙️ Requirements
Good years of relevant industry experience
Strong foundation in machine learning, computer vision, and 3D geometry
Hands-on experience with 3D object detection/tracking architectures
Familiarity with foundation models for vision or multimodal learning (e.g., large-scale pretraining, transfer learning, self-supervised learning etc.)
Proficiency in Python and/or C++, with expertise in modern ML frameworks (PyTorch, TensorFlow)
Experience in handling 3D point cloud data
Knowledge of multi-sensor calibration and fusion techniques
Strong software engineering skills with emphasis on scalability, reliability, and performance optimization
Ability to take algorithms from research to deployment in production systems
Excellent problem-solving skills, creativity, and ability to work in fast-paced, collaborative environments
Key Skills
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