Data Scientist - Mapping

📋 Description Design and build large-scale mapping datasets and data pipelines for ML models. Create tools for model performance benchmarking and introspection. Collaborate with ML engineers to refine data curation and training strategies. Work cross-functionally with perception, planning, prediction, and simulation teams. 🎯 Requirements BS or MS in CS or related field with 3+ years experience. Proficient in Python. Strong statistics: hypothesis testing, experimental design, regression, bootstrapping, time-series. Experience with large-scale, multi-modal datasets and benchmarking. Ability to clean and process noisy or ambiguous datasets. Geospatial data and coordinate systems knowledge.