Senior Engineer, Data & ML Infrastructure

This position will work on large-scale solutions for mining challenging driving scenarios to boost learned model performance across various autonomous driving tasks. The candidate will collaborate with ML (Machine Learning) infrastructure teams and contribute to workflows for continuous learning through iterative mining, error analysis, training and deployment. The role includes researching and developing methods for extracting uncertainty and informativeness indicators to automatically mine for challenging scenes and analyze model performance. Provide statistical depth and insights on model uncertainty, generalization and robustness. This position will conduct deep learning experiments and write technical reports. Provide guidance to junior researchers on research projects and design document reviews.