NVIDIA
Senior GenAI Algorithms Engineer
NVIDIA - New York, New York, us, 10261
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Overview
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We are now looking for a Senior Gen AI Algorithms Engineer! NVIDIA is seeking engineers to design, develop and optimize Artificial Intelligence solutions to diverse real-world problems. If you have a strong understanding of deep learning and in particular large language models and their multimodal variants, then this role may be a great fit for you! Collaborate and interact with internal partners, users, and members of the open source community to analyze, define and implement highly optimized AI algorithms. The scope of these efforts includes a combination of implementing new algorithms, performance/accuracy tuning and analysis, defining APIs, and analyzing functionality coverage to build larger, coherent toolsets and libraries. The ability to work in a multifaceted, product-centric environment with excellent interpersonal skills are required, to be successful in this role.
What You’ll Be Doing
Contribute to the cutting-edge open source NeMo framework Develop and maintain SOTA GenAI models (e.g., large language models (LLMs), multimodal LLMs) Tackle large-scale distributed systems capable of performing end-to-end AI training and inference-deployment (data fetching, pre-processing, orchestrate and run model training and tuning, model serving) Analyze, influence, and improve AI/DL libraries, frameworks and APIs according to good engineering practices Research, prototype, and develop effective tools and infrastructure pipelines Publish innovative results on Github and scientific publications
What We Need To See
A PhD or Master's Degree (or equivalent experience) and 5+ years of industry experience in Computer Science, AI, Applied Math, or related field Strong mathematical fundamentals and AI/DL algorithms skills or experience Excellent programming, debugging, performance analysis, test design and documentation skills Experience with AI/DL Frameworks (e.g. PyTorch, JAX) Excellent Python programming skills
Ways To Stand Out From The Crowd
Prior experience with Generative AI techniques applied to LLMs and multimodal variants (Image, Video, Speech etc.) Exposure to large-scale AI training, understanding of the compute system concepts (latency/throughput bottlenecks, pipelining, multiprocessing etc) and related performance analysis and tuning Hands-on experience with inference and deployment environments would be an asset (e.g. TRT, ONNX, Triton) Knowledge of GPU/CPU architecture and related numerical software
The base salary range is 148,000 USD - 287,500 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 .
NVIDIA accepts applications on an ongoing basis.
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
JR1997732
Seniority level
Seniority level Mid-Senior level Employment type
Employment type Full-time Job function
Industries Computer Hardware Manufacturing, Software Development, and Computers and Electronics Manufacturing Referrals increase your chances of interviewing at NVIDIA by 2x Get notified about new Algorithm Engineer jobs in
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#J-18808-Ljbffr
We are now looking for a Senior Gen AI Algorithms Engineer! NVIDIA is seeking engineers to design, develop and optimize Artificial Intelligence solutions to diverse real-world problems. If you have a strong understanding of deep learning and in particular large language models and their multimodal variants, then this role may be a great fit for you! Collaborate and interact with internal partners, users, and members of the open source community to analyze, define and implement highly optimized AI algorithms. The scope of these efforts includes a combination of implementing new algorithms, performance/accuracy tuning and analysis, defining APIs, and analyzing functionality coverage to build larger, coherent toolsets and libraries. The ability to work in a multifaceted, product-centric environment with excellent interpersonal skills are required, to be successful in this role.
What You’ll Be Doing
Contribute to the cutting-edge open source NeMo framework Develop and maintain SOTA GenAI models (e.g., large language models (LLMs), multimodal LLMs) Tackle large-scale distributed systems capable of performing end-to-end AI training and inference-deployment (data fetching, pre-processing, orchestrate and run model training and tuning, model serving) Analyze, influence, and improve AI/DL libraries, frameworks and APIs according to good engineering practices Research, prototype, and develop effective tools and infrastructure pipelines Publish innovative results on Github and scientific publications
What We Need To See
A PhD or Master's Degree (or equivalent experience) and 5+ years of industry experience in Computer Science, AI, Applied Math, or related field Strong mathematical fundamentals and AI/DL algorithms skills or experience Excellent programming, debugging, performance analysis, test design and documentation skills Experience with AI/DL Frameworks (e.g. PyTorch, JAX) Excellent Python programming skills
Ways To Stand Out From The Crowd
Prior experience with Generative AI techniques applied to LLMs and multimodal variants (Image, Video, Speech etc.) Exposure to large-scale AI training, understanding of the compute system concepts (latency/throughput bottlenecks, pipelining, multiprocessing etc) and related performance analysis and tuning Hands-on experience with inference and deployment environments would be an asset (e.g. TRT, ONNX, Triton) Knowledge of GPU/CPU architecture and related numerical software
The base salary range is 148,000 USD - 287,500 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 .
NVIDIA accepts applications on an ongoing basis.
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
JR1997732
Seniority level
Seniority level Mid-Senior level Employment type
Employment type Full-time Job function
Industries Computer Hardware Manufacturing, Software Development, and Computers and Electronics Manufacturing Referrals increase your chances of interviewing at NVIDIA by 2x Get notified about new Algorithm Engineer jobs in
New York, United States . New York, NY $140,000 - $200,000 8 months ago REMOTE- AI Computer Vision Algorithms Developer
New York, NY $120,000 - $140,000 3 days ago New York, NY $140,000 - $200,000 4 days ago Data and Machine Learning Engineer- Fully Remote!
New York, NY $110,000 - $140,000 1 week ago New York, NY $150,000 - $300,000 3 days ago New York, NY $150,000 - $300,000 3 days ago Brooklyn, NY $150,000 - $300,000 1 week ago Senior / Lead ML Tooling Software Engineer
Python and Kubernetes Software Engineer - Data, AI/ML & Analytics
Rochester, NY $150,000 - $300,000 1 day ago New York, NY $180,000 - $250,000 2 months ago Brooklyn, NY $140,000 - $180,000 1 day ago We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr