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FriendliAI

Serverless generative AI inference platform

Software Engineer - AI Inference Engine

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeSeoul, South KoreaNo salary listedIn-person

About the Job

Requirements

  • At least 5 years of experience in production or high-impact research environments.
  • Production-level expertise in Python and C++.
  • A bachelor's or master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent.
  • Experience developing machine learning frameworks or performance-critical runtime systems.
  • Hands-on experience writing and optimizing GPU kernels.
  • Hands-on experience profiling GPU kernels.
  • Experience working with generative AI models such as transformer and diffusion models.

Responsibilities

  • Design and optimize custom GPU kernels for AI workloads, including transformer and diffusion workloads.
  • Contribute to development of the kernel compiler, memory planner, runtime, and other core components.
  • Collaborate with cloud and infrastructure engineers to ensure end-to-end inference performance.
  • Analyze performance bottlenecks across the software and hardware stack and implement targeted optimizations.
  • Drive support for new model architectures and tensor compute patterns.
  • Maintain production-grade performance infrastructure, including profiling, benchmarking, and validation tools.

Desired Qualifications

  • Experience developing machine learning compilers or code generation systems.
  • Familiarity with dynamic shape compilation, memory planning, and kernel fusion.
  • Contributions to inference engines, compilers, or high-performance numerical libraries.
  • Understanding of multi-GPU and distributed inference strategies.

About the Company

FriendliAI

Serverless generative AI inference platform

Preparing concise company summary.

Company size
51-200
Company stage
Early VC
Total funding
$26.7M
Headquarters
San Francisco, CA
Founded
2021

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