Software Engineer - Planner Frameworks Pipeline (Robotics)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Software Engineer - Planner Frameworks Pipeline (Robotics): Developing large-scale simulation and ML training pipelines to validate self-driving vehicle behavior with an accent on distributed systems, GPU-intensive workloads, and system reliability. Focus on optimizing cost efficiency, designing production-grade APIs, and improving the scalability of autonomy validation frameworks.
Location: Hybrid in Foster City, CA or San Francisco, CA
Salary: $192,000 - $241,000 a year
Company
is developing an autonomous vehicle to safely and efficiently transport people.
What you will do
- Improve the cost efficiency, reliability, and performance of validation and simulation pipelines.
- Create production-grade APIs, SDKs, and tools to enable diverse validations of autonomous behaviors.
- Enhance ML training pipelines supporting the autonomous behavior organization.
- Contribute to the framework’s architecture, reliability, and scalability to support new use cases.
- Collaborate closely with engineers developing on-vehicle algorithms and models.
Requirements
- Bachelor’s degree in Computer Science or a related field.
- 6+ years of industry experience.
- Experience optimizing large-scale distributed systems for cost and efficiency.
- Proficiency with Python and familiarity with C++.
- Experience with AWS or similar cloud providers.
- Must be based in or able to work from Foster City, CA or San Francisco, CA (Hybrid).
Nice to have
- Experience with Ray.io, particularly Ray Core and Ray Data.
- Exposure to machine learning workloads (training, inference, data generation) from a cost optimization perspective.
- Background in algorithmic optimization or performance investigation.
Culture & Benefits
- Comprehensive compensation including base salary, Amazon RSUs, and Stock Appreciation Rights.
- Comprehensive health, long-term care, short-term disability, and life insurance.
- Paid time off including sick leave and vacation.
- Potential sign-on bonus.
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