Used Tools & Technologies
Not specified
Required Skills & Competences ?
Python @ 4 GitHub @ 4 Algorithms @ 4 Distributed Systems @ 4 Debugging @ 4 API @ 4 PyTorch @ 4 GPU @ 4Details
NVIDIA is seeking a Senior Gen AI Algorithms Engineer to design, develop, and optimize AI solutions for diverse real-world problems. This role focuses on deep learning, large language models (LLMs), and their multimodal variants. The engineer will collaborate with internal partners, users, and the open-source community to implement and optimize AI algorithms, define APIs, and build coherent toolsets and libraries. Strong interpersonal skills and the ability to work in a product-centric environment are required.
Responsibilities
- Contribute to the open-source NeMo framework
- Develop and maintain state-of-the-art generative AI models, including LLMs and multimodal LLMs
- Work on large-scale distributed systems for AI training and inference deployment, including data fetching, preprocessing, orchestrating, training, tuning, and serving models
- Analyze, influence, and improve AI/DL libraries, frameworks, and APIs
- Research, prototype, and develop tools and infrastructure pipelines
- Publish innovative results on GitHub and scientific publications
Requirements
- PhD or Master’s degree (or equivalent experience) with 5+ years industry experience in Computer Science, AI, Applied Math, or related field
- Strong mathematical fundamentals and AI/DL algorithm skills
- Excellent programming, debugging, performance analysis, test design, and documentation skills
- Experience with AI/DL frameworks such as PyTorch and JAX
- Excellent Python programming skills
Ways to stand out
- Prior experience with generative AI techniques applied to LLMs and multimodal variants (image, video, speech etc.)
- Experience with large-scale AI training, compute system concepts (latency, throughput, pipelining, multiprocessing), and performance tuning
- Hands-on experience with inference and deployment environments such as TRT, ONNX, Triton
- Knowledge of GPU/CPU architecture and numerical software
Benefits
- Base salary range: 148,000 USD - 287,500 USD, depending on location, experience, and comparable pay
- Eligibility for equity and benefits
- Ongoing applications accepted
- Commitment to a diverse and inclusive work environment