7 дней назад
Senior Machine Learning Engineer (Autonomous Driving)
213 000 - 263 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Autonomous Driving): Designing and scaling Waymo’s real-time fleet monitoring and event response engine with an accent on spatial-temporal anomaly detection, multimodal foundation models, and production ML infrastructure. Focus on building low-latency spatial data stores, automated training and inference pipelines, continuous model drift monitoring, and productionizing experimental algorithms.
Location: On site in Mountain View or San Francisco, California, United States
Salary: $213,000–$263,000 USD annual base salary
Company
Waymo develops autonomous driving technology, including the Waymo Driver and fully autonomous ride-hail services.
What you will do
- Design, scale, and optimize the real-time fleet monitoring and event response engine.
- Develop and deploy spatial-temporal anomaly detection models and use multimodal foundation models to detect, triage, and respond to off-nominal operations.
- Build ML infrastructure with automated training and inference pipelines, low-latency spatial data stores, and continuous model drift monitoring.
- Partner with Product Data Scientists to evaluate, productionize, and scale experimental models.
- Translate notebooks and prototype algorithms into production-grade backend systems.
Requirements
- BS degree in Computer Science or equivalent practical experience.
- 6+ years of programming experience in backend languages such as Java or C++.
- Experience building backend platforms that support multiple products or services.
- Machine Learning Engineering experience in Python using TensorFlow, PyTorch, or Keras.
Nice to have
- MS in Computer Science or equivalent practical experience.
- Experience deploying ML or optimization models into production.
- Experience developing ML data pipelines and workflow automation on mature ML infrastructure.
- Experience in ride-hailing or marketplace companies.
- Coursework in machine learning and optimization.
Culture & Benefits
- Full-time employment with eligibility for an annual discretionary bonus.
- Equity incentive plan and company benefits program, subject to eligibility requirements.
- Work focused on autonomous driving, fleet operations, and expanding to global operating locations.
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