Machine Learning/Deep Learning Engineer(PhD, New Grad)

Bot Auto is revolutionizing the transportation of goods with cutting-edge autonomous trucks. They are seeking a Machine Learning/Deep Learning Engineer to develop and optimize deep learning models for autonomous driving, engage in the machine learning workflow, and collaborate with cross-functional teams.

Responsibilities:

• Participate in the development, training, and optimization of state-of-the-art deep learning models for autonomous driving, with a focus on end-to-end architectures, including object detection, tracking, online mapping, and end-to-end planning
• Engage in the entire machine learning workflow under the guidance of domain experts, spanning from data curation and data analysis to model experimentation, hyperparameter tuning, and rigorous performance metric verification
• Partner with simulation, infrastructure, and downstream planning/control teams to deploy, evaluate, and integrate machine learning components into our production pipeline for autonomous trucks
• Stay abreast of the latest research breakthroughs in computer vision and generative AI, and actively bench-test promising SOTA methods to solve real-world corner cases