обновлено 10 дней назад
Staff Machine Learning Engineer – VLM/LLM Staff Research Scientist, Perception Machine Learning Engineer, Prediction & Planning Foundation Model Data, Software Engineer (AI)
238 000 - 302 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning Engineer (Foundation Models/Autonomous Driving AI): Building foundation-model evaluation systems, benchmarks, and large-scale data pipelines for autonomous driving systems with an accent on quality, safety, realism, and end-to-end model lifecycle evaluation. Focus on evaluating pretraining, supervised fine-tuning, and reinforcement learning, scaling distributed ML infrastructure, and deploying innovative machine learning technology in production.
Location: Hybrid work schedule in Mountain View or San Francisco, California, or New York City, New York
Salary: $238,000–$302,000 USD per year, plus potential annual bonus and equity incentives
Company
Waymo develops autonomous driving technology and fully autonomous ride-hailing services through the Waymo Driver.
What you will do
- Build state-of-the-art foundation models used onboard autonomous vehicles and offboard in simulation.
- Lead end-to-end evaluation systems and benchmarks for Waymo foundation models.
- Evaluate model quality, safety, and realism across pretraining, supervised fine-tuning, and reinforcement learning.
- Partner across organizations to bring innovative machine learning technology into production.
- Implement and extend large-scale data and evaluation pipelines.
Requirements
- Master’s or PhD in Computer Science, a similar technical field, or equivalent practical experience.
- 5+ years of experience in machine learning engineering and applied deep learning.
- Strong portfolio of shipped products or a publication record.
- Experience with large-scale distributed systems.
- Proficient programming skills in Python and C/C++.
- Strong analytical and debugging skills.
Nice to have
- Machine learning infrastructure experience, including training, evaluating, and deploying models at scale.
- Deep learning experience with generative models such as LLMs or VLMs and/or reinforcement learning.
- In-depth knowledge of an ML framework such as PyTorch, JAX, or TensorFlow.
Culture & Benefits
- Health, dental, vision, life, and disability insurance.
- 401(k) retirement plan with company match.
- 20 vacation days per year and paid holidays.
- Paid sick time, maternity leave, and baby bonding leave.
- Annual bonus program, equity incentive plan, and company benefits for eligible employees.
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