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Описание вакансии
Текст:
TL;DR
Manager, RL Algorithms & Decoder (Autonomous Vehicles): Leading a team of engineers to develop and execute the strategy for onboard behavior ML models for autonomous driving plans with an accent on reinforcement learning and large-scale training. Focus on setting technical direction, mentoring individual contributors, and collaborating with partner teams to optimize model performance and inference efficiency.
Location: Foster City, CA (Hybrid)
Company
Zoox is an autonomous vehicle company developing fully autonomous, electric, purpose-built vehicles for ride-hailing.
What you will do
- Lead, mentor, and grow a team of individual contributors while fostering a culture of innovation.
- Develop and organize the overall strategy for onboard behavior ML models for autonomous driving plans.
- Set short and long-term technical direction for the team and collaborate on company-wide initiatives.
- Provide technical leadership in the design and development of large-scale training models.
- Collaborate with partner teams to ensure efficient model inference.
- Establish and monitor KPIs to measure effectiveness and drive continuous improvement.
Requirements
- Expertise in reinforcement learning and machine learning applied to planning, LLMs, VLAs/VLMs, or recommendation systems.
- Extensive experience with programming, algorithm design, and strong mathematics skills.
- MS or PhD degree in computer science or a related field.
- 5+ years of experience with production machine learning pipelines.
- 3+ years of experience in a leadership or management role.
Nice to have
- Conference or journal publications in machine learning or robotics venues.
- Prior experience working with autonomous vehicles or robotics.
- Experience with diffusion models and large-scale training.
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