13 дней назад
Senior Machine Learning Engineer (Fleet Monitoring & Response)
213 000 - 263 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Fleet Monitoring & Response): Building 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 designing low-latency spatial data stores, automating training and inference pipelines, monitoring model drift, and productionizing experimental models.
Location: On-site in Mountain View or San Francisco, California
Salary: $213,000–$263,000 USD per year
Company
Waymo develops autonomous driving technology and fully autonomous ride-hail services through the Waymo Driver.
What you will do
- Design, scale, and optimize a 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, including automated training and inference pipelines, low-latency spatial data stores, and continuous model drift monitoring.
- Partner with Product Data Scientists to productionize, evaluate, 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 with backend languages such as Java or C++.
- Experience building backend platforms that support multiple products or services.
- Machine Learning Engineering experience in Python with mature frameworks such as 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 at a ride-hailing or marketplace company.
- Coursework in machine learning and optimization.
Culture & Benefits
- Eligibility for a discretionary annual bonus program.
- Equity incentive plan and company benefits program, subject to eligibility requirements.
- Work on autonomous driving technology designed to improve mobility access and reduce traffic fatalities.
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