Cloud Inference Engineer

LUMINAL LLC
San Francisco, CA, United States
4 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Compensation
$150,000 - $250,000
Working hours
Regular working hours
Job source

Tech stack

Cloud Computing Nvidia CUDA Graphics Processing Unit (GPU) Large Language Models Low Latency SGLang TensorRT

Job description

Founding, on site in downtown SF. Ship low latency, high throughput model serving on Luminal Cloud.

Day to day responsibilities:

  • Deploy and tune models with optimizations like KV caching, paged attention, sequence packing, etc.
  • Conducting model performance reviews
  • Improve scheduler, batcher, autoscaling; profile latency, cost, utilization
  • Sometimes write kernels and, yes, occasional tasteful shitposting

Requirements

  • CUDA + GPU inference optimization
  • vLLM, SGLang, or TensorRT-LLM experience
  • KV caching, paged attention, batching, token streaming, etc.
  • Distributed compute (with GPUs is a super plus)
  • No degree required

About the company

Luminal (YC S25) builds an AI compiler and serving stack that makes models 10x faster and production ready with one line.

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