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FuriosaAI

Posted 3 months ago

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Software Engineer, Kernel Programming Model

SeoulOn-siteFull-time

AI Summary

Design and implement the PyTorch-native kernel programming model, including the integration layer, runtime environments, and abstractions for tensor operations and virtual ISA, to enable efficient kernel execution as native extensions within PyTorch.

About this role

Responsibilities

  • PyTorch-Native Kernel Programming Model: Design the integration layer and runtime environments that enable custom kernels to execute as native extensions within the PyTorch ecosystem.

  • Tensor-Level Kernel Language: Develop high-level abstractions and programming models to enable efficient model integration and expressive tensor operations.

  • Virtual ISA: Implement architectural abstractions that resolve performance bottlenecks through direct hardware control while maintaining high-level programmability.

  • Kernel Developer Ecosystem: Build core programming tools, technical specifications, and reference implementations to enable seamless kernel development and community contributions.

Minimum Qualifications

  • Bachelor’s degree in Computer Science or a related technical field, or equivalent practical experience.

  • Experience in systems programming such as Rust, C++, or Go with a deep understanding of computer architecture, including ISA, SIMD, and memory hierarchies.

  • Experience in designing and building clean, robust, and well-defined programming interfaces.

Preferred Qualifications

  • Master’s or PhD degree in Computer Science or a related technical field, or equivalent practical experience.

  • Experience in designing low-latency asynchronous execution models, kernel-level performance optimizations, or hardware-software co-design.

  • Experience in programming language theory and compiler infrastructure, including the design of domain-specific languages or intermediate representations using frameworks such as LLVM or MLIR.

  • Experience in engaging the developer community through open-source contributions, technical evangelism, or managing developer ecosystems.

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Skills

C++Compiler InfrastructureDeveloper EcosystemsDomain-specific LanguagesGOHardware-software Co-designISAKernel-level Performance OptimizationLLVMMemory HierarchiesMLIROpen Source ContributionProgramming InterfacesPyTorch IntegrationReference ImplementationsRuntime EnvironmentsRustSIMDSystems ProgrammingTensor-Level Kernel LanguageVirtual ISA

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