GPU Pipeline Architect for ML & HPC

Samsung Electronics America; San Jose (CA); Presencial; USD 160.000 - 208.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Medical

Dental

Vision

Life Insurance

401(k)

Free Lunch Onsite

Employee Purchase Program

Tuition Assistance

Paid Time Off

Student Loan Program

Wellness Incentives

Descripción de la vacante

Samsung Electronics America is seeking a semiconductor engineering researcher to design, test, and optimize GPU hardware and software for mobile graphics and machine learning. You will develop microarchitecture, simulators, and verification plans in close collaboration with software teams.

The role requires a Master’s degree in Computer or Electrical Engineering and expertise in high-performance processors, ML approaches, and design flows.

Formación

• Master's degree or foreign equivalent in Computer Engineering, Electrical Engineering or a closely related field.
• High performance processors: Pipelining, Parallelism techniques, memory hierarchies.
• Techniques for Quantitative analysis and evaluation of computing systems and compare alternate design choices.
• Machine learning Approaches (Python Programming).
• Logic synthesis and design methodology: Front and back-end design flows.
• Employer will accept skills gained in pursuit of university-level degree via coursework, projects, or internships.

Responsabilidades

• Design and document major units in a GPU pipeline targeted at mobile graphics and machine learning.
• Drive and develop the functional and cycle simulators for GPU pipeline.
• Collaborate with implementation, modeling, and software teams to define and develop microarchitecture, software implementation, and/or a verification plan.
• Investigate alternate approaches for important GPU workloads, incremental optimizations, and rebalancing to maximize performance.

Conocimientos

High performance processors

Quantitative analysis

Machine learning approaches

Logic synthesis and design methodology

Educación

Master's degree in Computer Engineering or Electrical Engineering

Descripción del empleo

Samsung Electronics America is seeking a semiconductor engineering researcher to design, test, and optimize GPU hardware and software for mobile graphics and machine learning. You will develop microarchitecture, simulators, and verification plans in close collaboration with software teams.

The role requires a Master’s degree in Computer or Electrical Engineering and expertise in high-performance processors, ML approaches, and design flows.