Senior AI Software Engineer, GenAI Framework
4 weeks ago
We are seeking a highly skilled AI Software Engineer to join our team at NVIDIA. As a key member of our team, you will be responsible for crafting and implementing new model development features, optimizations, defining APIs, analyzing and tuning performance, expanding functionality coverage to build larger, coherent toolsets and libraries.
Key Responsibilities:
- Develop the GenAI open source NeMo framework and Megatron Core.
- Solve large-scale, end-to-end AI training and inference-deployment challenges (data curation, pre-processing, orchestrate and run model training and tuning, model serving).
- Work at the intersection of deep learning applications, libraries, frameworks, and the entire software stack.
- Performance tuning and optimizations of deep learning framework & software components.
- Research, prototype and develop effective AI tools and pipelines.
Requirements:
- MS, PhD or equivalent experience in Computer Science, AI, Applied Math, or related field and 5+ years of industry experience.
- Experience with AI Frameworks (e.g. PyTorch, JAX), and/or inference and deployment environments (e.g. TRT, ONNX, Triton).
- Proficient in Python programming, software design, debugging, performance analysis, test design and documentation.
- Consistent record of working effectively across multiple engineering initiatives and improving AI libraries with new innovations.
- Solid understanding of deep learning fundamentals and techniques.
Preferred Qualifications:
- Experience with large scale AI training and understanding of the compute system concepts (latency/throughput bottlenecks, pipelining, multiprocessing), related performance analysis and tuning.
- Prior experience with Generative AI techniques applied to LLM and MM learning (Image, Video, Speech).
- Knowledge of GPU/CPU architecture and related numerical software.
- Experience with cloud computing (e.g. end-to-end pipelines for AI training and inference on CSP (AWS/Azure/GCP)).
- Contributions to open source deep learning frameworks.
NVIDIA is a leader in the technology industry and we are committed to fostering a diverse and inclusive work environment. We are an equal opportunity employer and welcome applications from qualified candidates from all backgrounds.
The base salary range for this position is $180,000 - $339,250 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. You will also be eligible for equity and benefits.
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