2 дня назад
Architect
175 000 - 275 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Architect (Inference Hardware): Develop performance models and analyze deep learning workloads on hardware accelerators with an accent on hardware/software co-optimization and architectural decision-making. Focus on profiling, regression validation, and driving next-generation architecture design for inference-focused AI systems.
Location
Location: San Jose, United States (On-site)
Salary
$175K – $275K per year plus significant equity
Company
builds hardware for frontier intelligence, co-designing chips, racks, software, and manufacturing to optimize throughput and latency for inference workloads in AI.
What you will do
- Develop comprehensive performance models and projections for architecture across workloads and configurations
- Profile and analyze deep learning workloads on hardware to identify bottlenecks and optimization opportunities
- Drive hardware/software co-optimization by leveraging architectural features
- Run regressions and validate performance models against real systems and silicon
- Inform next-generation architectural decisions during design and proof-of-concept phases
Requirements
- Must be located in or willing to relocate to San Jose, United States
- Strong performance modeling and analysis skills with experience in analytical or simulation-based models
- Solid understanding of computer architecture and micro-architecture, especially for accelerators
- Experience profiling deep learning workloads on hardware accelerators (GPUs, TPUs, ASICs, FPGAs)
- Strong software engineering fundamentals focused on auditability and maintainability
Nice to have
- Deep knowledge of GPU architectures and CUDA programming
- Experience with multi-chip inference systems
- Familiarity with transformer architectures and inference optimizations
- Experience with architecture simulators and performance modeling tools (gem5, trace-driven simulators)
- Exposure to ASIC, FPGA, or CGRA accelerator development and hardware/software co-design
- Published research in computer architecture, ML systems, or hardware acceleration
Culture & Benefits
- Medical, dental, and vision insurance with generous premium coverage
- $500 monthly credit for waiving medical benefits
- $2,000 monthly housing subsidy for living near the office
- Relocation support to San Jose (Santana Row)
- Wellness benefits including fitness and mental health
- Daily lunch and dinner provided in office
- Unlimited compute budget subject to ROI justification
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