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Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (AI/Autonomous Driving): Leading end-to-end ML model development for safety-critical driving behaviors with an accent on model performance, safety, and scalability. Focus on designing experiments, improving data quality, and deploying metrics across fleet-wide data.
Location: Must be based in the US (Mountain View, San Francisco, or New York City) with a hybrid work schedule.
Salary: $213,000—$263,000 USD
Company
Autonomous driving technology company building the Waymo Driver to improve mobility and road safety.
What you will do
- Lead end-to-end ML model development for safety-critical driving behaviors.
- Design experiments and assess results to drive data-driven decisions.
- Develop strategies to gather and improve the quality of required training data.
- Communicate the benefits and limitations of new models and metrics to partner teams.
- Integrate and deploy models and metrics on fleet-wide data.
- Manage both tactical and strategic project timelines.
Requirements
- 5+ years of ML modeling experience in large-scale production environments.
- Strong understanding of physics, geometry, and dynamics.
- Proficiency in C++ and Python.
- Ability to quickly learn and implement new frameworks using AI tools.
- Experience working cross-functionally with Product and Engineering stakeholders.
Nice to have
- Experience with ML models for autonomous systems.
- Proficiency in SQL.
Culture & Benefits
- Hybrid work schedule.
- Discretionary annual bonus program.
- Equity incentive plan.
- Generous company benefits program.
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