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Machine Learning Engineer — Inference

Fundamental Research Labs

Salary not specified
Sep 23, 2025
Menlo Park, CA, US
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The company is looking to take their frontier AI models from the lab into production-ready services by building high-performance inference infrastructure.

Requirements

  • Strong experience in distributed systems and low-latency ML serving
  • Skilled with performance optimization tools and techniques, and experienced in developing solutions for critical performance gains
  • Hands-on with vLLM, SGLang, or equivalent frameworks
  • Familiarity with GPU optimization, CUDA, and model parallelism

Responsibilities

  • Architect and optimize high-performance inference infrastructure for large foundation models
  • Benchmark and improve latency, throughput, and agent responsiveness
  • Work with researchers to deploy new model architectures and multi-step agent behaviors
  • Implement caching, batching, and prioritization to handle high-volume requests
  • Build monitoring and observability into inference pipelines

Other

  • Full-time, onsite role in Menlo Park
  • Startup hours apply
  • Comfort working in a high-velocity, ambiguity-heavy startup environment