Jobs · Engineering · California

Research Engineer

RG&T Solutions · San Francisco, CA · 2 mo ago
EngineeringFull-time

Role Overview

A highly skilled Research Engineer is needed to optimize large-scale training and inference workloads on AI infrastructure.

Key Responsibilities

  • Enhance performance, scalability, and reliability of AI systems across GPUs, accelerators, and distributed platforms.
  • Collaborate with customers to analyze workloads, identify bottlenecks, and implement improvements.
  • Develop inference pipelines, model serving systems, and performance tooling for production.
  • Design profiling, debugging, and observability tools to guide optimization.
  • Ensure performance enhancements are integrated via APIs, automation, and the Lightning ecosystem.
  • Partner with hardware vendors to support diverse compute backends and contribute to open-source projects.

Qualifications & Skills

  • Expertise in deep learning frameworks like PyTorch.
  • Experience with large-scale training or inference workloads and distributed systems.
  • Strong software engineering skills, API design, debugging, and production deployment.
  • Excellent collaboration and communication abilities.
  • Bachelor's in Computer Science, Engineering, or related field; advanced degrees preferred.

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