What are the responsibilities and job description for the Sr. Machine Learning Engineer, AI-Defined Vehicles position at Paly Ventures?
Company Description
As a venture-backed startup, we are pioneering the next generation of autonomous driving with AI-Defined Vehicles - a leap beyond the latest software-defined vehicles. Our mission is to build the world's most intelligent autonomous vehicle that caters to your every need, before you even know it.
We are looking for a Sr. Machine Learning Engineer to develop and optimize cutting-edge autonomy. If you have industry experience and are passionate about pushing the boundaries of machine learning, LLM / LVMs, and autonomous systems, we want you on our team.
Role Description
- Develop, fine-tune, and optimize deep learning systems for autonomy, perception, and decision-making.
- Research and implement multi-modal AI systems, combining vision, language, and reinforcement learning.
- Enhance self-supervised and semi-supervised learning methods for training models on large-scale driving data.
- Collaborate with software, simulation, and cloud engineering teams to deploy ML models into production-grade autonomy stacks.
- Design and maintain scalable data pipelines for ingesting and processing sensor fusion data (LiDAR, radar, cameras).
- Optimize model inference for real-time performance on embedded and cloud-based platforms.
- Conduct model evaluations, performance tuning, and failure analysis to improve robustness and generalization.
Qualifications
