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Samsung Research America

Develops advanced technology in multiple domains

Principal Engineer - SoC NPU Architect

Full-Time
$242.5k - $376.6k/yr+ Annual Bonus
Expert
Bachelor's, Master's, PhD
Mountain View, CA, USA
In Person
Hardware EngineeringSilicon & ASIC Design

About the job

Requirements
  • A bachelor's, master's, or PhD degree in Electrical Engineering, Computer Science, related Science, or an equivalent combination of education, training, and experience.
  • At least 16 years of experience in NPU architecture and development.
  • Hands-on experience developing cycle-accurate performance and functional models.
  • Knowledge of and hands-on experience with CNN and LLM models.
  • Programming proficiency in Python, SystemC, and/or C++.
  • Experience with machine-learning frameworks such as TensorFlow, PyTorch, and ONNX.
  • Experience in SoC microarchitecture, interface subsystems, and logic modules.
  • Ability to work well on a team.
Responsibilities
  • Propose innovative NPU architectural and microarchitectural features to improve performance, power, and area on targeted workloads in next-generation SoCs.
  • Perform high-level performance modeling, simulation, and analysis of NPU features, applications, benchmarks, and complex use cases.
  • Develop cycle-accurate and analytical NPU performance models and correlate them with silicon.
  • Deliver architecture and microarchitecture proposals and specifications to the design team, and communicate them effectively to hardware and software engineers, architecture peers, and technology leadership.
  • Analyze benchmarks, application workloads, and performance simulation results to optimize architecture and microarchitecture.
  • Map AI use cases to the NPU.
  • Optimize and co-design software and hardware to develop new architectures for low power and high performance.
  • Collaborate across teams to bring architecture proposals to fruition across the SoC, driver, operating system, and system through detailed documentation.
Desired Qualifications
  • Experience with performance and power modeling using Platform Architect.
  • Experience mapping AI use cases to IPs.
  • Experience with hardware memory management units, prefetching, or memory subsystems.
  • Experience with multicore systems and memory coherency.
  • Experience optimizing machine-learning models on GPU architecture.
  • Strong verbal and written communication skills.

About the company

S

Samsung Research America

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Samsung Research America specializes in advanced technologies such as next-generation communications, artificial intelligence, digital media, mobile platforms, and digital health. Their innovations include FadeNet, a convolutional neural-network based technology, and the ECG Monitor App, which enables ECG recording using Galaxy Watch for atrial fibrillation screening.

Company Size

501-1,000

Company Stage

N/A

Total Funding

N/A

Headquarters

Mountain View, California

Founded

1988

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Benefits

  • Onsite Fitness Facility
  • Subsidized Meals
  • Coffee Barista Bar
  • Samsung University
  • Product Discounts
  • Dog Friendly Campus
  • Wellness Programs
  • Activity Clubs