Senior Staff Machine Learning Engineer
Core
Design, build, and optimize scalable machine learning infrastructure for training, evaluating, and deploying large language models.
Role type
Senior Staff Machine Learning Engineer (LLM Infrastructure)
Builds
Scalable ML infrastructure, abstractions for ML workflows, productionized state-of-the-art models
Domain
Artificial Intelligence / Large Language Models / Cloud Infrastructure
Deliverable
production ML models
Required skills
Large language model training and deployment, ML workflow automation, ML system scalability optimization, microservices architecture, ETL pipeline development, Python, C++ or Go
Preferred skills
Machine learning and software engineering research publications
Technologies
PyTorch, Hugging Face, vLLM, TensorRT-LLM
Responsibilities
Design and optimize scalable ML infrastructure for LLMs, build abstractions to automate ML workflows, collaborate with engineering and product teams to develop new features, drive best practices in ML and data engineering
Seniority
Senior Staff, hands-on IC