Lead Architect, AI Performance & Modeling (Hybrid)

d-Matrix inc.; Santa Clara (CA); Hybrid; USD 150,000 - 200,000; Full time

Job summary

d-Matrix inc. is seeking a Principal Architect specializing in Performance Analysis and Modeling to join our Santa Clara, CA team. The role involves analyzing ML workloads, developing hardware/software features, and creating analytical models that enhance performance across data centers.

Candidates should have a BSEE with 10+ years of experience or an MSEE with 8+ years, along with fluency in C/C++ or Python. We value a collaborative spirit and a strong initiative within an inclusive workplace.

Qualifications

• 10+ years of industry experience in computer architecture and hardware software codesign.
• Experience with ML workloads and performance implications analysis.
• Research background with publications in top-tier venues is a plus.

Responsibilities

• Analyze latest ML workloads and contribute features for inference accelerators.
• Create analytical models to project performance of d-matrix hardware.
• Collaborate with teams on research and development for hardware and software.

Skills

C/C++ or Python programming fluency

Performance modeling

Machine learning fundamentals

Collaboration and teamwork

Education

BSEE with 10+ years of experience or MSEE with 8+ years

Tools

Architecture simulators

Job description

d-Matrix inc. is seeking a Principal Architect specializing in Performance Analysis and Modeling to join our Santa Clara, CA team. The role involves analyzing ML workloads, developing hardware/software features, and creating analytical models that enhance performance across data centers.

Candidates should have a BSEE with 10+ years of experience or an MSEE with 8+ years, along with fluency in C/C++ or Python. We value a collaborative spirit and a strong initiative within an inclusive workplace.