5 часов назад
Research Scientist Intern (AI Infrastructure)
156 000 - 316 000$
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Описание вакансии
Текст:
TL;DR
Research Scientist Intern (AI Infrastructure): Designing and optimizing scalable AI infrastructure and distributed systems with an accent on ETL pipelines, GPU/TPU scheduling, and orchestration. Focus on building fault-tolerant deployment systems, profiling the ML stack, and translating research prototypes into production-ready infrastructure.
Location: Seattle, Washington, United States
Salary: USD 156,000 – 316,000 (estimate)
What you will do
- Architect ETL and data ingestion pipelines and design scalable AI infrastructure.
- Build distributed deployment, orchestration systems, and implement containerized architectures.
- Implement workflow orchestration to transition projects from research to production.
- Develop telemetry and benchmarking frameworks to profile and optimize the ML stack.
- Improve fault tolerance and high availability while integrating experiment management tools.
- Mentor engineers on reliability engineering and performance tuning.
Requirements
- PhD candidate or graduate.
- Experience with distributed systems, Kubernetes, and Docker.
- Knowledge of ML compilers, GPU scheduling, and TPU scheduling.
- Proficiency in data engineering and orchestration tools (e.g., Apache Spark, Airflow).
- Ability to translate prototype requirements into production systems.
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