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Machine Learning Researcher

4 weeks ago

Reston, Virginia, United States Acceler8 Talent Full time

About the Role

We are seeking a highly skilled Machine Learning Researcher to join our Inference team. As a key member of our team, you will be responsible for optimizing model inference processes, reducing response times, and enhancing throughput without sacrificing model performance.

Key Responsibilities

  • Deploy and optimize large language models for inference in cloud and on-premises environments.
  • Use tools and frameworks for model optimization and acceleration, such as ONNX, TensorRT, or TVM.
  • Diagnose and resolve complex issues related to model performance and scalability.
  • Have a strong understanding of the trade-offs involved in model inference, including hardware limitations and real-time processing requirements.
  • Be proficient with PyTorch and familiar with infrastructure management tools like Docker and Kubernetes for deploying inference pipelines.

What We're Looking For

We are looking for a highly motivated and experienced Machine Learning Researcher who is passionate about deploying high-performance models for enterprise applications. If you have a strong background in machine learning, experience with large language models, and a keen eye for detail, we encourage you to apply.

Requirements

  • Experience with deploying and optimizing large language models for inference.
  • Proficiency in using tools and frameworks for model optimization and acceleration.
  • Strong understanding of model inference trade-offs, including hardware limitations and real-time processing requirements.
  • Proficiency with PyTorch and infrastructure management tools like Docker and Kubernetes.

What We Offer

We offer a dynamic and collaborative work environment, competitive compensation, and opportunities for professional growth and development. If you are passionate about machine learning and want to be part of a team that is pushing the boundaries of AI, we encourage you to apply.