Perception Machine Learning Engineer - Continuous Learning

- Analyze embedding space - Architect data pipelines for sensor data - Build pipelines for rare safety critical scenarios - Collaborate on end to end model lifecycle - Deploy active learning algorithms - Detect model regression - Evaluate model real-world performance - Guide automated data acquisition - Implement automated data curation - Ingest and manage sensor datasets - Maintain ground-truth free metrics - Optimize label quality - Prune and downsample datasets - Run experiments for data balancing - Select impactful training data - Use uncertainty estimation