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Описание вакансии
Текст:
TL;DR
Software Engineer, ML Platform (AI): Building and operating the core ML training platform for autonomous robotaxis with an accent on scalable training frameworks and distributed model infrastructure. Focus on reducing ideation-to-production time for foundation models and reinforcement learning.
Location: Hybrid (Foster City, CA)
Salary: $182,000 – $257,000
Company
Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem for urban mobility-as-a-service.
What you will do
- Build and scale the Zoox Training framework leveraged by all internal ML teams to ensure high reliability and efficiency.
- Design, implement, and operate a robust ML platform for the training, validation, serving, and monitoring of ML models.
- Collaborate with ML researchers, software engineers, and data engineers to define requirements and align on architectural decisions.
- Manage the model repository and lifecycle tools used for in-vehicle and off-vehicle ML use cases.
Requirements
- 2+ years of experience in ML infrastructure.
- Experience with training frameworks such as PyTorch, DeepSpeed, JAX, or Ray.
- Experience working with AWS cloud providers.
- Must be based in or able to work from the Foster City, CA office (Hybrid).
Nice to have
- Experience building large-scale, cost-efficient distributed model training and ML compute infrastructure.
- Experience creating model lifecycle management and experimentation tools.
Culture & Benefits
- Comprehensive health, long-term care, and short-term disability insurance.
- Equity package including Amazon RSUs and Zoox Stock Appreciation Rights.
- Paid time off including sick leave and vacation.
- Opportunity to work on cutting-edge autonomous driving technology at the intersection of robotics, ML, and design.
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