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WAWayve

Principal ML Engineer, App SW(m/w/x)

Leonberg
Full-timeWith Home OfficeSenior
AI/ML
Data Science

Developing end-to-end driving models and evaluation pipelines for embodied AI autonomous driving systems. Proven track record shipping deep learning required. Hybrid working policy, core working hours.

Requirements

  • Proven track record shipping deep learning
  • Expertise in deep learning models
  • Proficiency in Python, C++, and CUDA
  • Experience with real-time systems or robotics
  • Ability to lead technical initiatives
  • Prior work in autonomous driving (Desirable)
  • Familiarity with human behavior modeling (Desirable)
  • Experience integrating ML into hardware (Desirable)
  • Passion for self-driving cars

Tasks

  • Develop end-to-end driving models for performance and robustness
  • Lead personalized and collaborative driving initiatives
  • Build evaluation pipelines for closed-loop and open-loop performance
  • Curate real-world and synthetic data for scenario diversity
  • Influence architecture choices and production training methodologies
  • Collaborate cross-functionally to ensure high iteration velocity
  • Mentor senior engineers and shape long-term technical direction

Work Experience

  • approx. 4 - 6 years

Education

  • Bachelor's degreeOR
  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • C++
  • CUDA
  • PyTorch

Benefits

Flexible Working

  • Hybrid working policy
  • Core working hours
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