Senior Engineer, AI/ML Hardware/Software Validation at Samsung Austin Semiconductor

San Jose, California, United States

Samsung Austin Semiconductor Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Semiconductor, Artificial Intelligence, TechnologyIndustries

Requirements

  • BS in Computer/Electrical Engineering or Computer Science with 5+ years of working experience in silicon development, or MS in Computer/Electrical Engineering or Computer Science with 3+ years of relevant working experience, or PhD with 0+ years of relevant working experience (preferred)
  • Prior experience simulating/emulating custom/mixed precision AI accelerator arithmetic operations
  • Prior hardware/software co-verification/validation experience and ability to collaborate effectively with both hardware and software teams
  • Hands-on experience and skill in deploying new deep learning models on heterogeneous hardware backends
  • Prior experience in the design, development, and optimization of algorithms and acceleration kernels on FPGAs for application offload/acceleration
  • Prior experience in performance profiling and bottleneck analysis (plus)
  • Highly motivated with excellent verbal and written communication skills, and ability to thrive in a collaborative, multi-disciplinary environment
  • Daily onsite presence at San Jose, CA office

Responsibilities

  • Design and develop comprehensive hardware/software co-verification/validation tools and infrastructure for emerging memory-centric AI acceleration products/solutions
  • Work with hardware/software architects to invent new/refine existing custom-precision algorithms for future products, and contribute to feasibility studies
  • Create key IPs, craft and present value-driven business cases, write or publish peer-reviewed papers and/or new product/technology whitepapers
  • Collaborate with universities and international teams

Skills

AI/ML
Hardware Validation
Software Validation
System Design
Scalable Platforms
Memory Systems
Computing Architecture
Interconnect
Energy Optimization
Performance Analysis

Samsung Austin Semiconductor

Develops advanced semiconductor technology solutions

About Samsung Austin Semiconductor

Samsung Semiconductor specializes in cutting-edge semiconductor technologies, offering ultra-high resolution sensors, ultra-fine pixel technology, gaming storage, automotive memory solutions, AI advancements, and EUV advanced processing, providing transformative solutions for device manufacturers.

Laxmi Sagar Layout, Mahadevapura, Bengaluru, Karnataka 560048, IndiaHeadquarters
N/AYear Founded
VENTURE_UNKNOWNCompany Stage
Hardware, Consumer SoftwareIndustries
5,001-10,000Employees

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