What are the responsibilities and job description for the Senior Machine Learning Engineer for Autonomous Systems position at Paly Ventures?
Company Description
Join our innovative venture-backed startup as we revolutionize autonomous driving with AI-Defined Vehicles—taking a significant leap beyond traditional software-defined vehicles. Our goal is to create the most intelligent autonomous vehicle that anticipates your needs before you even recognize them.
We are actively seeking a Senior Machine Learning Engineer to develop and enhance cutting-edge solutions in autonomy. If you are driven by a passion for advancing machine learning, LLM / LVMs, and autonomous technologies, we want to hear from you!
Role Description
- Design, fine-tune, and optimize deep learning systems tailored for autonomy, perception, and decision-making.
- Research and implement multi-modal AI systems, integrating vision, language, and reinforcement learning methodologies.
- Refine self-supervised and semi-supervised learning techniques for training models on extensive driving datasets.
- Collaborate with software, simulation, and cloud engineering teams to seamlessly deploy ML models into advanced autonomy systems.
- Create and maintain scalable data pipelines for processing extensive sensor fusion data (LiDAR, radar, cameras).
- Optimize model inference for real-time applications on both embedded and cloud platforms.
- Conduct rigorous model evaluations, performance tuning, and failure analysis to enhance robustness and generalization capabilities.
Qualifications
