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Inference Performance Engineer

Material Group
Posted 3 months ago, valid for 12 days
Location

New York, New York 10008, NY

Salary

Competitive

Contract type

Full Time

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Sonic Summary

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  • The role of Inference Performance Engineer involves optimizing runtime for AI models across production systems, focusing on throughput, latency, and cost.
  • Candidates should have a BS in Computer Science, Electrical Engineering, or related fields, along with software engineering experience in languages such as Rust, Go, Python, or C++.
  • The position requires a strong understanding of modern inference techniques and experience with model serving frameworks, as well as GPU or ASIC programming skills.
  • The company offers competitive compensation, meaningful equity, comprehensive insurance benefits, and flexible paid time off.
  • A minimum of three years of relevant experience is preferred for applicants.

About the role

Serving frontier models at scale requires solving novel systems problems at every layer of the stack. As an Inference Performance Engineer, you'll own the runtime that turns accelerators into a production serving system, optimizing throughput, latency, and cost across thousands of nodes. You'll work alongside hardware and compiler teams operating at the frontier of AI silicon design.

What you'll do

  • Build and improve the inference runtime

  • Design scheduling, continuous batching, KV cache, and prefill/decode disaggregation

  • Implement low-precision kernels and speculative decoding

  • Drive throughput, latency, and cost per token

  • Collaborate with hardware teams on kernels, operators, and graph optimizations

  • Own the OpenAI-compatible API surface and serving protocol

  • Build benchmarking, profiling, and regression infrastructure

What you'll need

  • BS in CS, EE, or related field, or equivalent experience

  • Software engineering experience: Rust, Go, Python, or C++

  • Understanding of concurrency, memory, and tail latency

  • Understanding of modern inference: transformers, attention, KV cache, batching, speculative decoding, quantization

  • Experience with model serving frameworks: vLLM, TGI, SGLang, TensorRT-LLM, llama.cpp, or custom runtimes

  • GPU or ASIC programming experience: CUDA, ROCm, Triton, or vendor-native toolchains

  • Experience with low-precision inference (FP8, FP4, INT4)

  • Profiling and benchmarking experience: Nsight, perf, custom harnesses

What we offer

  • Top-tier compensation structured to recognize and retain the best talent

  • Meaningful equity

  • Comprehensive medical, dental, vision, life, and disability insurance

  • Parental leave for all new parents, including adoptive and surrogate journeys

  • Flexible PTO

  • Paid Holidays

  • Relocation support

 

Equal Employment Opportunity

We're an Equal Opportunity Employer and do not discriminate on the basis of any protected status under applicable law.




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By applying, a Sonicjobs account will be created for you. Sonicjobs's Privacy Policy and Terms & Conditions will apply.

SonicJobs' Terms & Conditions and Privacy Policy also apply.