Sr. Software Engineer (Marketplace ML Platform)
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Описание вакансии
TL;DR
Sr. Software Engineer (Marketplace ML Platform): Building and scaling the core economic engine and ML infrastructure for ride-hailing services with an accent on model life cycle automation and real-time decision systems. Focus on developing high-level infrastructure for training and deploying optimization and prediction ML models.
Location: Onsite in Mountain View or San Francisco, California
Salary: $175,000—$215,000 USD
Company
Waymo is an autonomous driving technology company building the World's Most Experienced Driver to improve mobility and save lives through fully autonomous ride-hailing services.
What you will do
- Implement and scale the core economic engine for Waymo's ride-hailing commercial services.
- Develop infrastructure for automatically training and deploying optimization and prediction ML models for real-time pricing, matching, and positioning.
- Automate the model life cycle, including feature engineering, training workflows, and inference services.
- Build and refine the next-generation Marketplace Simulation system for high-fidelity virtual experiments.
- Streamline Marketplace Experimentation practices via a unified user-friendly platform.
Requirements
- BS degree in Computer Science or equivalent practical experience.
- 4+ years of experience programming in backend languages such as Java or C++.
- Experience building backend platforms that support multiple product use-cases or services.
- Prior Machine Learning Engineering experience in Python using frameworks like TensorFlow, PyTorch, or Keras.
- Must be able to work onsite in Mountain View or San Francisco, CA
Nice to have
- MS in Computer Science or equivalent practical experience.
- Experience deploying ML/Optimization models into production environments.
- Experience developing ML data pipelines and workflow automation on mature ML infra.
- Previous experience at a ride-hailing or marketplace company.
- Academic background/coursework in ML and Optimization.
Culture & Benefits
- Discretionary annual bonus program.
- Equity incentive plan.
- Generous comprehensive company benefits program.
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