Senior Data Scientist - Data for Perception Machine Learning

Job description

We are seeking an experienced and highly skilled data scientist to join the Perception Data and Labeling team.. The team is responsible for training and evaluation data powering the perception (vision, lidar, and other modalities) ML models at Zoox. The candidate will work alongside data ops partners, ML engineers, software developers, and data engineers to improve model performance through high quality human- and auto-labeled data. Qualifications: - Define and implement scalable data quality measures across complex, multimodal data labeling pipelines - Drive data-centric ML model improvements to achieve critical Zoox milestones - Support an org-wide data ontology and class structure for perception models - Determine trade-offs and integrations between human-labeled, human-in-the-loop, and zero-shot autolabeled data - Build metrics to quantify labeling throughput, capacity, and annotator/vendor quality - Master's or PhD degree in a field relevant to autonomous driving (computer science, robotics) to the analysis of human data (computational neuroscience, cognitive science) or a related field - Proficient using data query languages (SQL and/or Spark/scala) to quickly build complex y...