Senior Engineer

About the job

What You’ll Do: - Work on large-scale solutions for mining challenging driving scenarios to boost learned model performance across various autonomous driving tasks. - Collaborate with ML (Machine Learning) infrastructure teams and contribute to workflows for continuous learning through iterative mining, error analysis, training and deployment. - Research and develop 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. - Conduct deep learning experiments and write technical reports. - Provide guidance to junior…