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Principal Model Optimization Engineer
Roblox
San Mateo, California, United States
Full Time
Hybrid
Senior
USD 295,250 – 345,040
Bachelor Degree
Technology
Information Technology Telecommunications
Posted 2 days ago
Job summary
The role involves optimizing machine learning models for GPU performance, including training and inference, by analyzing and improving pipeline bottlenecks, developing best practices, and collaborating with data scientists and engineers to deploy models efficiently.
Responsibilities
Optimize machine learning models for performance on GPU architectures for both training and inference workflows. Collaborate with cross-functional teams to develop tooling and integrate optimized models into production environments.
Qualifications
CUDA
GPU architectures
LLMs
low-level performance analysis
model optimization
performance profiling
quantization
speculative decoding
TensorRT
Triton
Requires 6+ years of professional experience in system design and significant expertise in GPU debugging and performance tools like CUDA and TensorRT. A Bachelor's degree in Computer Science or a related technical field is required.
English
Benefits
Equity Compensation
Company
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Principal Model Optimization Engineer
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Roblox
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