Мэтч & Сопровод
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Описание вакансии
TL;DR
ML Engineer (AI): Building and operating petabyte-scale data systems and ML pipelines for foundation model development with an accent on research-to-production transition and automated infrastructure. Focus on optimizing the ML development lifecycle and scaling complex models using JAX and Flume.
Location: On-site/Hybrid in Mountain View, California; must be based in the US
Salary: $175,000—$215,000 USD
Company
Autonomous driving technology company focused on building the world's most experienced and trusted driver.
What you will do
- Build and operate petabyte-scale data systems and ML pipelines for foundation model development.
- Transition cutting-edge foundation models from research prototypes to robust production components.
- Develop automated infrastructure for benchmarking, continuous monitoring, and safe model release.
- Process massive datasets and train complex models using large-scale compute and frameworks like Flume and JAX.
- Drive improvements in the speed, reliability, and efficiency of the end-to-end ML development lifecycle.
- Collaborate with AI Foundations and Platform experts to turn model innovations into on-road improvements.
Requirements
- Master's degree in Computer Science, Machine Learning, Robotics, or equivalent practical experience.
- Proficiency in Python and C++.
- Experience with modern deep learning frameworks such as PyTorch, JAX, or TensorFlow.
- Experience building or maintaining large-scale data pipelines or ML infrastructure (e.g., Spark, Kubeflow).
- Must be based in the US
Nice to have
- Strong software engineering skills for developing large, complex shared codebases.
- Experience in autonomous vehicle planning and related research.
- Experience designing distributed systems or MLOps platforms (model versioning, CI/CD for ML).
- Prior experience in industrial or research settings developing ML model evaluation methodologies.
Culture & Benefits
- Participation in a discretionary annual bonus program.
- Equity incentive plan.
- Generous company benefits program.
- Opportunity to work on world-leading autonomous driving technology within the Alphabet ecosystem.
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