3 дня назад
Senior Staff Engineer, Compiler (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Staff Engineer, Compiler (AI) (AI compilers and automotive SoCs): Building compiler and code-generation technologies that map AI models to optimized, safe, and power-efficient execution on Renesas automotive hardware with an accent on graph optimization, NPU performance, and hardware-software co-design. Focus on designing model lowering and runtime integration, optimizing tensor execution across heterogeneous accelerators, and meeting real-time and functional-safety requirements.
Location: Kodaira, Japan; hybrid model with two remote-work days per week and office attendance Tuesday through Thursday
Company
provides embedded semiconductor solutions for automotive, industrial, infrastructure, and IoT applications, including high-performance computing, embedded processing, connectivity, and power products.
What you will do
- Lead AI compiler architecture across model ingestion, graph optimization, lowering, code generation, and runtime integration.
- Design graph-level optimizations including operator fusion, quantization-aware rewrites, memory-aware scheduling, and partitioning.
- Optimize performance for target NPUs through tiling, tensor layout, and multi-core execution strategies.
- Collaborate with SoC and AI accelerator architects to influence hardware features through compiler insights.
- Own performance KPIs for automotive AI workloads using simulators, profilers, and silicon-correlated models.
- Mentor senior engineers and set technical direction without direct people-management responsibilities.
Requirements
- MS, PhD, or equivalent experience in Computer Science, Electrical Engineering, or a related field.
- Deep experience building AI compilers, accelerator backends, or graph optimization frameworks.
- Strong expertise in graph and performance optimization for NPUs or custom accelerators.
- Experience with MLIR, LLVM, TVM-like systems, or proprietary compiler intermediate representations.
- Excellent C/C++ and Python skills, with a solid understanding of AI inference workloads including CNNs, transformers, perception, or generative models.
- Strong communication skills and experience with agile development in a Scrum team.
Nice to have
- Experience with automotive or safety-critical systems.
- Background in heterogeneous SoCs containing CPUs, GPUs, DSPs, and NPUs.
- Performance modeling or hardware-software co-design experience.
Culture & Benefits
- Work on Gen5 R-Car automotive SoCs, including advanced 3 nm platforms for software-defined vehicles.
- Contribute to AI systems for perception, sensor fusion, in-vehicle assistants, and advanced driver assistance.
- Flexible hybrid work model with two remote-work days per week.
- Inclusive, wellbeing-focused environment supported by employee resource groups and global support.
- Opportunities to deepen hardware and software expertise and work across multiple product groups.
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