1 день назад
Staff Machine Learning Engineer (Infra)(TLM)
251 000 - 310 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Staff Machine Learning Engineer (Infra)(TLM) (Machine Learning Infrastructure): Building scalable training, fine-tuning, deployment, and evaluation systems for autonomous vehicle models with an accent on distributed ML infrastructure, simulation workflows, and large-scale datasets. Focus on designing planet-scale systems, profiling accelerator performance, and providing technical leadership across complex machine learning architectures.
Location: Onsite in Mountain View, California, United States
Salary: $251,000–$310,000 USD per year, plus eligibility for an annual bonus, equity incentive plan, and company benefits.
Company
Waymo develops autonomous driving technology and operates a fully autonomous ride-hailing service powered by the Waymo Driver.
What you will do
- Provide technical leadership for large-scale machine learning model architectures used in autonomous vehicles.
- Build scalable systems for training and fine-tuning models that evaluate driving behaviors.
- Design distributed systems supporting dataset generation, model training, and evaluation across the ML lifecycle.
- Operate and optimize models assessing data from Waymo’s autonomous vehicle fleet.
- Guide architectural decisions and technical direction for complex systems.
- Collaborate across functions to translate product and business goals into measurable technical deliverables.
Requirements
- M.S. or Ph.D. in Computer Science, Machine Learning, Artificial Intelligence, or a related technical field, or equivalent practical experience.
- 7+ years of professional software engineering experience, including at least 3 years building, scaling, training, deploying, and optimizing machine learning infrastructure.
- Experience with machine learning tooling and frameworks such as PyTorch, JAX, TensorFlow, Ray, or similar, including their user-facing APIs and internal workings.
- Strong expertise in distributed training, gradient sharding, optimization strategies, and ML accelerator profiling.
- Deep understanding of state-of-the-art models, including autoregressive transformers.
- Strong leadership skills and experience providing technical direction across cross-functional organizations.
Nice to have
- 10+ years of software engineering experience, including at least 5 years in machine learning infrastructure.
- Experience in autonomous vehicles, robotics, or complex simulation environments.
- Knowledge of reinforcement learning techniques for fine-tuning large models using human feedback or preferences.
- Experience with large-scale simulation platforms, AI evaluation metrics, and cross-organizational technical leadership.
- Excellent communication skills for explaining complex technical concepts.
Culture & Benefits
- Work on machine learning systems supporting autonomous driving technology and large-scale vehicle evaluation.
- Eligibility for a discretionary annual bonus program and equity incentive plan.
- Generous company benefits program, subject to eligibility requirements.
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