Principal ML Systems Engineer (Autonomous Vehicles)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Principal ML Systems Engineer (Autonomous Vehicles): Designing and developing a next-generation distributed ML data platform for autonomous vehicle technology with an accent on ingestion, processing, and serving layers. Focus on building performant multi-cloud architectures, optimizing petabyte-scale data pipelines, and ensuring system reliability.
Location: Hybrid; Must be based in or be able to relocate to Austin, TX, Mountain View, CA, or the Greater Seattle Area
Salary: $233,400 - $339,650
Company
A global automotive leader pursuing a vision of zero crashes, zero emissions, and zero congestion.
What you will do
- Design and develop a next-generation distributed ML data platform using GCP and open-source frameworks.
- Lead the strategy for building performant and efficient multi-cloud platforms.
- Collaborate with ML and Data Engineers to translate technical pain points into self-serve capabilities.
- Own major technical decisions and tradeoffs for end-to-end technical projects and the strategic roadmap.
- Champion engineering excellence by continuously improving operational systems and processes.
- Mentor junior engineers, conduct technical interviews, and lead design discussions.
Requirements
- 10+ years of experience building distributed data platforms using major cloud providers.
- Expert-level proficiency in Java, C++, or Python.
- Expertise in Data Processing Frameworks (Beam, Spark) and low-latency serving layers.
- Experience with petabyte-scale (100+ PB) ingestion, processing, and serving architectures.
- Deep understanding of the full ML model lifecycle from feature engineering to monitoring.
- Must not require immigration sponsorship now or in the future.
Nice to have
- Master's degree in Computer Science, Software Engineering, or a related field.
- Experience in self-driving, ADAS, or connected vehicle data domains.
- Familiarity with robustness, validation, and simulation for ML systems in autonomous driving.
Culture & Benefits
- Comprehensive health, dental, and vision insurance with HSA and FSA options.
- Retirement savings plan, paid vacation, and holidays.
- Tuition assistance and employee assistance programs.
- Eligibility for a company vehicle evaluation program.
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