10 часов назад
Staff Machine Learning Engineer (Simulation Realism)
251 000 - 310 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning Engineer (Simulation Realism) (Deep Learning/Computer Vision): Improving the quality and accuracy of labeled multi-modal sensor data for realistic autonomous-driving simulation with an accent on perception data, sensor fusion, and scalable data-labeling pipelines. Focus on developing models that detect and correct data issues, investigating anomalies, and leading ML strategies for high-fidelity world representations.
Location: Mountain View, California, United States; on-site/hybrid role
Salary: $251,000–$310,000 USD annual base salary, plus eligibility for an annual bonus, equity incentive plan, and company benefits.
Company
Waymo develops autonomous driving technology and the Waymo Driver, an autonomous ride-hailing and vehicle platform system.
What you will do
- Improve the quality and accuracy of labeled data derived from multi-modal sensors.
- Develop ML models that identify and correct issues in perception-based simulation data.
- Analyze data quality, investigate anomalies, and improve data-labeling pipelines.
- Collaborate with perception and simulation teams to define data requirements and quality standards.
- Lead solutions for complex data-quality challenges and define ML strategies for high-fidelity data generation.
Requirements
- BS or MS in Computer Science or a related field.
- 5+ years of applied Deep Learning/Machine Learning experience for L5, or 7+ years for L6.
- Strong background in computer vision, sensor fusion, or perception.
- Proficiency in Python and common ML frameworks such as TensorFlow or PyTorch.
- Experience with data analysis, quality assessment, strong coding, and system design.
Nice to have
- PhD in Computer Science or a similar discipline.
- Experience with autonomous vehicle sensor data.
- Familiarity with data-labeling processes and challenges.
- Experience taking ML models from research to production.
Culture & Benefits
- Collaborative work with software engineers, ML engineers, and data scientists.
- Work on realistic simulation systems for testing and training autonomous vehicles.
- Eligibility for a discretionary annual bonus program and equity incentive plan.
- Company benefits program subject to eligibility requirements.
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