Senior Data Scientist
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The role
Develop evaluation frameworks for autonomous vehicle performance, large-scale ML models, and the quality of simulation.
Create new metrics, interpret trends, and investigate anomalies in data from simulation and on-road driving.
Develop novel statistical methods to handle AV data, e.g., rate estimation for rare events and combining real and synthetic data.
Frame ambiguous problems by scoping technical priorities and innovating on statistical methods.
Derive data-driven conclusions and communicate findings to senior stakeholders.
Collaborate with Product and Engineering teams, drive deployment readiness decisions, own significant project areas, and mentor peers.
Create new metrics, interpret trends, and investigate anomalies in data from simulation and on-road driving.
Develop novel statistical methods to handle AV data, e.g., rate estimation for rare events and combining real and synthetic data.
Frame ambiguous problems by scoping technical priorities and innovating on statistical methods.
Derive data-driven conclusions and communicate findings to senior stakeholders.
Collaborate with Product and Engineering teams, drive deployment readiness decisions, own significant project areas, and mentor peers.
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