SambaNova Systems
AI
SoftwareEngineer,MLInferencePerformance
“Software Engineer, ML Inference Performance at SambaNova Systems. Skills: Compiler infrastructure, Optimization algorithms, ML model performance, Hardware mapping. Lead compiler engineering. Ensure standard methodologies”
What You'll Achieve.
Enable state-of-the-art ML model performance
Industry & Context.
Seeking optimal solutions
What They're Looking For.
Must Have
Bachelor’s or Master’s Degree in Computer Science, Computer Engineering, or equivalent, 5-10 years of industry experience, Deep theoretical understanding of compiler fundamentals, Experience building and deploying software products, Experience with common compiler development practices and methodologies
Nice to Have
Experience with one or more deep learning frameworks (i. e. TensorFlow, PyTorch), Experience with MLIR, Familiarity with machine learning models and frameworks, Familiarity with accelerated computing, Exposure to dataflow architectures
What You'll Do.
Lead compiler engineering
Ensure standard methodologies
Drive innovation in compiler infrastructure
Develop optimization algorithms
Map operations onto hardware
How You'll Work.
Team & Collaboration
Work with peers; Work with domain experts; Work with developers; Work with customers; Work across the enterprise; Develop cross-disciplinary collaboration
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