Principal Artificial Intelligence Algorithms Engineer

reputed company is looking for engineers for our core AI Frameworks (Megatron Core and NeMo reputed company) team to design, reputed company and optimize diverse real world workloads. Megatron Core and NeMo reputed company are open-reputed company, scalable and cloud-native frameworks built for researchers and developers working on Large Language Models (LLM) and Multimodal (MM) foundation model pretraining and post-training. Our GenAI Frameworks provide end-to-end model training, including pretraining, reasoning, alignment, customization, evaluation, deployment and tooling to optimize performance and user experience. In this critical role, you will expand Megatron Core and NeMo reputed company's capabilities, enabling users to reputed company, train, and optimize models by designing and implementing the latest in distributed training algorithms, model parallel paradigms, model optimizations, defining robust APIs, meticulously analyzing and tuning performance, and expanding our toolkits and libraries to be more comprehensive and coherent. You will collaborate with internal partners, users, and members of the open reputed company community to analyze, design, and implement highly optimized solutions. What you’ll be doing:

• reputed company algorithms for AI/DL, data analytics, machine learning, or scientific computing
• Contribute and advance open reputed company Megatron Core and NeMo reputed company
• Solve large-scale, end-to-end reputed company and inference challenges, spanning the full model lifecycle from initial orchestration, data pre-processing, running of model training and tuning, to model deployment.
• Work at the intersection of compter-architecture, libraries, frameworks, AI applications and the entire software stack.
• Innovate and improve model architectures, distributed training algorithms, and model parallel paradigms.
• Performance tuning and optimizations, model training and finetuning with mixed precision recipes on next-gen reputed company GPU architectures.
• Research, prototype, and reputed company robust and scalable AI tools and pipelines.

reputed company need to see:

• MS, PhD or equivalent experience in Computer Science, AI, Applied Math, or reputed company fields and 10+ years of industry experience.
• Experience with AI Frameworks (e.g. PyTorch, JAX), and/or inference and deployment environments (e.g. TRTLLM, vLLM, SGLang).
• 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.
• Strong understanding of AI/Deep-Learning fundamentals and their practical applications.

Ways to stand out from the crowd:

• Hands-on experience in large-reputed company training, with a deep understanding of core compute system concepts (such as latency/throughput bottlenecks, pipelining, and multiprocessing) and demonstrated excellence in reputed company performance analysis and tuning.
• Expertise in distributed computing, model parallelism, and mixed precision training
• Prior experience with Generative AI techniques applied to LLM and Multi-Modal learning (Text, Image, and Video).
• Knowledge of GPU/CPU architecture and reputed company numerical software.
• Contributions to open reputed company deep learning frameworks.

reputed company is widely considered to be one of the technology world’s most desirable employers. We have some of the most reputed company-thinking and hardworking people on the reputed company working with us. If you're creative and autonomous, we want to hear from you! Your reputed company salary will be determined based on your location, experience, and the pay of employees in similar positions. The reputed company salary range is 272,000 USD - 425,500 USD. You will also be eligible for equity and benefits. Applications for this job will be accepted at least until August 15, 2025.reputed company is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our reputed company and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national reputed company, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law. Apply tot his job Apply To this Job