Algorithm Engineer, Deep Learning & Vision (New Grad)

Bot Auto is developing autonomous trucks to transform the transportation of goods. The company is seeking a new graduate Algorithm Engineer to develop, train, optimize, evaluate, and deploy deep learning models for autonomous driving, with an emphasis on perception, online mapping, and end-to-end planning. The role also involves collaborating with cross-functional teams and tracking advances in computer vision and generative AI.

Responsibilities:

• Model Implementation & Iteration: 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 perception, online mapping, and end-to-end planning
• Full Lifecycle Execution: 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
• Cross-Functional Collaboration: Partner with simulation, infrastructure, and downstream planning/control teams to deploy, evaluate, and integrate machine learning components into our production pipeline for autonomous trucks
• Literature Tracking: 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