ML Engineer, Foundation Model Recipes (AI)
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
TL;DR
ML Engineer, Foundation Model Recipes (AI): Develops machine learning recipes and evaluation systems for embodied AI agents in autonomous driving with an accent on foundation models, robotics, data, and safety. Focus on building large-scale data and evaluation pipelines, advancing model quality and realism, and transferring research innovations into production.
Location: Mountain View, California, United States; hybrid role with onsite work requirements.
Salary: $175,000β$215,000 USD base salary, plus potential annual bonus, equity, and company benefits.
Company
Waymo develops autonomous driving technology and operates a fully autonomous ride-hail service powered by the Waymo Driver.
What you will do
- Develop and extend machine learning and robotics research for embodied AI agents.
- Work with state-of-the-art foundation models to improve quality, safety, and realism.
- Drive model development through data, evaluation, and systems work.
- Implement and extend large-scale data and evaluation pipelines.
- Collaborate across research and engineering organizations to bring innovative technology into production.
Requirements
- Masterβs degree in Computer Science, Machine Learning, Robotics, or a similar technical field, or equivalent practical experience.
- Proficiency in Python.
- Familiarity with a modern deep learning framework such as PyTorch, JAX, or TensorFlow.
- Previous industrial or research experience developing recipes for machine learning models.
- Ability to work in a hybrid, onsite-oriented role in Mountain View, California.
Nice to have
- Publications in top-tier conferences or contributions to leading open-source projects.
- Strong software engineering skills and experience designing large distributed pipelines.
- Experience in autonomous vehicle planning and related research.
- Experience labeling and curating data for machine learning evaluation and training.
Culture & Benefits
- Work on autonomous driving and AI Foundations research targeting safe operation in diverse cities and driving conditions.
- Opportunities to collaborate with research teams across Alphabet.
- Eligibility for a discretionary annual bonus program.
- Equity incentive plan and company benefits, subject to eligibility.
ΠΡΠ΄ΡΡΠ΅ ΠΎΡΡΠΎΡΠΎΠΆΠ½Ρ: Π΅ΡΠ»ΠΈ ΡΠ°Π±ΠΎΡΠΎΠ΄Π°ΡΠ΅Π»Ρ ΠΏΡΠΎΡΠΈΡ Π²ΠΎΠΉΡΠΈ Π² ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡ iCloud/Google, ΠΏΡΠΈΡΠ»Π°ΡΡ ΠΊΠΎΠ΄/ΠΏΠ°ΡΠΎΠ»Ρ, Π·Π°ΠΏΡΡΡΠΈΡΡ ΠΊΠΎΠ΄/ΠΠ, Π½Π΅ Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΡΠΎΠ³ΠΎ - ΡΡΠΎ ΠΌΠΎΡΠ΅Π½Π½ΠΈΠΊΠΈ. ΠΠ±ΡΠ·Π°ΡΠ΅Π»ΡΠ½ΠΎ ΠΆΠΌΠΈΡΠ΅ "ΠΠΎΠΆΠ°Π»ΠΎΠ²Π°ΡΡΡΡ" ΠΈΠ»ΠΈ ΠΏΠΈΡΠΈΡΠ΅ Π² ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΡ. ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π² Π³Π°ΠΉΠ΄Π΅ β