Staff Data Scientist, Safety Evaluation
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The role
In this role, you will develop safety evaluation frameworks critical to improving ML models used in autonomous driving.
Design and implement robust data analysis pipelines and validation systems to ensure safety across the system.
Apply advanced statistics and ML methods to analyze historical and simulation data for safety performance.
Collaborate with cross-functional teams (Simulation, Planning, and Engineering) to ensure comprehensive evaluation.
Translate ambiguous business requirements into technical solutions while handling data quality and confounding factors.
Lead initiatives that advance collision evaluation techniques and drive safer, more reliable driving systems.
Design and implement robust data analysis pipelines and validation systems to ensure safety across the system.
Apply advanced statistics and ML methods to analyze historical and simulation data for safety performance.
Collaborate with cross-functional teams (Simulation, Planning, and Engineering) to ensure comprehensive evaluation.
Translate ambiguous business requirements into technical solutions while handling data quality and confounding factors.
Lead initiatives that advance collision evaluation techniques and drive safer, more reliable driving systems.
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