Senior Data Scientist
仕事内容
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 both simulation and on-road driving.
Design novel statistical methods to address AV-specific challenges, such as rate estimation for rare events and combining real and synthetic data.
Frame ambiguous problems, scope technical priorities, and innovate on statistical methods to drive data-driven decisions.
Communicate data-driven conclusions to senior stakeholders and establish yourself as the lead for a major project area.
Collaborate with Product and Engineering teams to support deployment readiness and mentor other data scientists.
Create new metrics, interpret trends, and investigate anomalies in data from both simulation and on-road driving.
Design novel statistical methods to address AV-specific challenges, such as rate estimation for rare events and combining real and synthetic data.
Frame ambiguous problems, scope technical priorities, and innovate on statistical methods to drive data-driven decisions.
Communicate data-driven conclusions to senior stakeholders and establish yourself as the lead for a major project area.
Collaborate with Product and Engineering teams to support deployment readiness and mentor other data scientists.
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