6 дней назад
Senior Software Engineer, Algorithms and Libraries of AI/ML/DSP (RISC-V)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Software Engineer, Algorithms and Libraries of AI/ML/DSP (RISC-V): Developing and optimizing high-performance algorithms and software libraries for RISC-V hardware with an accent on vector processing, custom ISA extensions, and AI/ML/DSP framework integration. Focus on compiler optimization, MLIR-based parallel programming, hardware-algorithm codesign, and leading cross-functional projects from conception to product release.
Location: Hsinchu, Taiwan. Right to work in Taiwan is required. Access to export-controlled technology is subject to authorization or required export licenses and approvals.
Company
develops high-performance RISC-V compute platforms for data-intensive applications including artificial intelligence, machine learning, automotive, data center, mobile, and consumer technologies.
What you will do
- Develop and optimize high-performance algorithms and software libraries for RISC-V machines using vector processing and custom ISA extensions.
- Deploy Kernel Libraries to open-source AI/ML and DSP frameworks.
- Collaborate with compiler and runtime engineers to improve compiler optimizations and integrate algorithms into an MLIR-based parallel programming framework.
- Participate in codesign with architects and hardware engineers, balancing microarchitecture, architecture, and algorithm design tradeoffs.
- Lead a cross-functional project from conception through product release.
Requirements
- Master’s or PhD in computer science, applied mathematics, or a related field.
- 3+ years of experience developing and optimizing algorithms for specific microarchitectures.
- Experience writing low-level C and assembly code, including development, debugging, testing, and performance analysis.
- Knowledge of algorithm analysis, linear algebra, and parallel computing.
- Experience with C, C++, Python, Jinja2, and CMake.
- Familiarity with major ML training frameworks and inference runtimes such as TensorFlow, PyTorch, LiteRT, ExecuTorch, ONNX Runtime, and TVM.
Nice to have
- Familiarity with ARM SIMD technologies, including NEON, MVE, and DSP extensions.
- Familiarity with parallel computing frameworks such as CUDA and OpenMP.
Culture & Benefits
- Collaborative environment focused on innovation in RISC-V compute.
- Opportunity to contribute to products at early development stages.
- Inclusive workplace with equal employment opportunity and a commitment to diversity.
- Employment is contingent on successful background and reference checks.
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