Senior Deep Learning Software Engineer, Inference and Model Optimization

🔥 3 hours ago

🏄 California – Remote

🏄 California – Remote

💵 $184k - $356.5k / year

⏰ Full Time

🟠 Senior

🤖 Machine Learning Engineer

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NVIDIA

WebsiteLinkedInAll Job Openings

10,000+ employees

Founded 1993

🏥 Healthcare

🏭 Manufacturing

🤖 Artificial Intelligence

Healthcare • Manufacturing • Artificial Intelligence

NVIDIA is a leading technology company specializing in accelerated computing and artificial intelligence. NVIDIA pioneers advancements in graphical processing units (GPUs), cloud computing, data centers, and virtual reality, with a focus on gaming, automotive, healthcare, and robotics industries. The company's innovations, such as NVIDIA Omniverse, transform traditional digital processes by enabling high-fidelity simulations and rendering tasks. Their applications span various industries, from autonomous vehicles using NVIDIA DRIVE to healthcare solutions with NVIDIA Clara, and AI-driven analytics and workflows.

📋 Description

• Train, develop, and deploy state-of-the generative AI models like LLMs and diffusion models using NVIDIA's AI software stack • Leverage and build upon the torch 2.0 ecosystem to analyze and extract standardized model graph representation • Develop high-performance optimization techniques for inference • Collaborate with teams across NVIDIA to use performant kernel implementations within our automated deployment solution • Analyze and profile GPU kernel-level performance to identify hardware and software optimization opportunities • Continuously innovate on the inference performance

🎯 Requirements

• Masters, PhD, or equivalent experience in Computer Science, AI, Applied Math, or related field • 5+ years of relevant work or research experience in Deep Learning • Excellent software design skills, including debugging, performance analysis, and test design • Strong proficiency in Python, PyTorch, and related ML tools (e.g. HuggingFace) • Strong algorithms and programming fundamentals • Good written and verbal communication skills and the ability to work independently and collaboratively in a fast-paced environment

🏖️ Benefits

• Highly competitive salaries • Comprehensive benefits package • Equity opportunities