GPU Architect: Mobile Graphics & ML Research

Samsung; San Jose (CA); On-site; USD 160,000 - 208,000; Full time

Benefits offered by this job

Long term incentive plan

Relocation assistance

Job summary

Samsung is seeking a highly skilled semiconductor engineer to join the IP center at SARC/ACL, focusing on high-performance computing devices. You will research, design, and test components, and collaborate across hardware and software teams to advance GPU pipelines for mobile graphics and ML workloads.

The role emphasizes microarchitecture definition, simulator development, and evaluating performance through rigorous analysis, with opportunities to contribute to long-term incentive plans and

Qualifications

• Master's degree or foreign equivalent in Computer Engineering, Electrical Engineering or a closely related field.
• Completion of a graduate level course, research project, or internship involving high-performance processors, pipelining, parallelism, and memory hierarchies.
• Machine learning approaches (Python programming).
• Logic synthesis and design methodology: Front and back-end design flows.

Responsibilities

• Perform semiconductor engineering research, design, development, and/or testing for firm products and/or devices for use in the electronic communication industry.
• 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.
• Collect statistics to evaluate potential benefit of optimizations, prototype to test functional correctness and specify the scheme in detail for next level of implementation in hardware and/or software.
• 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 in future key workloads.
• Work with software developers to understand important trends in future graphics and AI applications, problems faced by application and middleware developers.
• Identify and implement applications to exercise novel algorithms in drivers/hardware.

Skills

Pipelining

Parallelism techniques

Memory hierarchies

Machine learning approaches

Logic synthesis

Education

Master's degree in Computer Engineering or Electrical Engineering

Job description

Samsung is seeking a highly skilled semiconductor engineer to join the IP center at SARC/ACL, focusing on high-performance computing devices. You will research, design, and test components, and collaborate across hardware and software teams to advance GPU pipelines for mobile graphics and ML workloads.

The role emphasizes microarchitecture definition, simulator development, and evaluating performance through rigorous analysis, with opportunities to contribute to long-term incentive plans and