Senior Quantized Inference Engineer

NVIDIA Gruppe; Redmond (WA); On-site; USD 120,000 - 160,000; Full time

Job summary

NVIDIA Gruppe is seeking a Senior Software Engineer for Quantized Inference in Redmond, Washington. You will be responsible for implementing quantized and sparse recipes in inference engines and enhancing developer productivity across the team.

Successful candidates will be proficient in Python, possess strong software engineering fundamentals, and have experience with ML accelerators. This role will collaborate directly with partner inference teams to optimize productization efforts.

Qualifications

• Proficient in Python and familiarity with C++ are required.
• Strong software engineering fundamentals: concise, well-tested code.
• Experience with ML accelerators and understanding of ML layer execution time.

Responsibilities

• Implement quantized and sparse recipes in inference engines.
• Own model export pipelines ensuring quantized checkpoints serialize correctly.
• Build prototypes and benchmarking harnesses to evaluate recipe throughput.
• Develop data analysis tooling and visualizations for numerics debugging.
• Improve developer productivity across team processes.
• Participate in code reviews and incorporate feedback.

Skills

Proficient in Python

Familiarity with C++

Strong software engineering fundamentals

Experience with ML accelerators

Job description

NVIDIA Gruppe is seeking a Senior Software Engineer for Quantized Inference in Redmond, Washington. You will be responsible for implementing quantized and sparse recipes in inference engines and enhancing developer productivity across the team.

Successful candidates will be proficient in Python, possess strong software engineering fundamentals, and have experience with ML accelerators. This role will collaborate directly with partner inference teams to optimize productization efforts.