Deep Learning Software Engineer, Inference

NVIDIA Corporation; United States; Remote; USD 150,000 - 210,000; Full time

Benefits offered by this job

Extensive benefits package

Job summary

NVIDIA Corporation приглашает старшего инженера ПО, специализирующегося на выводе глубокого обучения, для разработки и оптимизации ПО с ускорением на GPU и масштабируемых системах инференса. Вы будете участвовать в разработке и внедрении SGLang и vLLM, улучшать производительность и обеспечивать развертывание крупных языковых моделей на разных архитектурах, используя CUDA, CUTLASS и OAI Triton.

Требования: магистр или PhD или эквивалентный опыт, ≥5 лет в разработке, отличное знание C/C++, опыт

Qualifications

• Masters or PhD or эквивалентный опыт в соответствующей области (Комп. инж., CS, AI).
• 5+ лет соответствующей разработки ПО.
• Отлично владение C/C++ и проектирование ПО.
• Опыт Python считается плюсом; знание Agile полезно.
• Опыт продакшн-инференса DL, профилирования и оптимизации.

Responsibilities

• Оптимизация, анализ и настройка DL-моделей на разных платформах.
• Увеличение производительности DL-моделей на разных архитектурах и ускорителях NVIDIA.
• Внесение фич и кода в библиотеки рангового уровня NVIDIA (vLLM, SGLang, FlashInfer).
• Сотрудничество с кросс-функциональными командами по фреймворкам и оптимизации инференса.

Skills

C/C++ programming

Software design

Python experience

Agile skills

Performance modeling

Profiling

Debug

Code optimization

CPU/GPU knowledge

Education

Masters or PhD or equivalent

Tools

CUDA kernels

OAI Triton

CUTLASS

NCCL

PyTorch

vLLM

SGLang

Job description

Описание:

NVIDIA seeks a Senior Software Engineer specializing in Deep Learning Inference for our growing team. As a key contributor, you will help design, build, and optimize the GPU-accelerated software that powers today’s most sophisticated AI applications. Our team is responsible for developing and maintaining high-performance deep learning frameworks, including SGLang and vLLM, which are at the forefront of efficient large-scale model serving and inference. You will play a central role in improving these platforms, facilitating smooth deployment and serving of groundbreaking language models. You’ll work closely with the deep learning community to implement the latest algorithms for public release in frameworks like SGLang and vLLM, as well as other DL frameworks. Your work will focus on identifying and driving performance improvements for state-of-the‑art LLM and Generative AI models across NVIDIA accelerators, from datacenter GPUs to edge SoCs. You'll bring to bear open-source tools and plugins—including CUTLASS, OAI Triton, NCCL, and CUDA kernels—to implement and optimize model serving pipelines.

Задачи:

• Performance optimization, analysis, and tuning of DL models in various domains like LLM, Multimodal and Generative AI.
• Scale performance of DL models across different architectures and types of NVIDIA accelerators.
• Contribute features and code to NVIDIA’s inference libraries, vLLM and SGLang, FlashInfer and LLM software solutions.
• Work with cross-collaborative teams across frameworks, NVIDIA libraries and inference optimization innovative solutions.

What we need to see:

• Masters or PhD or equivalent experience in relevant field (Computer Engineering, Computer Science, EECS, AI).
• 5+ years of relevant software development experience.
• Excellent C/C++ programming and software design skills.
• SW Agile skills are helpful and Python experience is a plus.
• Prior experience with training, deploying or optimizing the inference of DL models in production is a plus.
• Prior background with performance modeling, profiling, debug, and code optimization or architectural knowledge of CPU and GPU is a plus.

Требования:

• Contribute to Deep Learning Software projects, such as PyTorch, vLLM, and SGLang to drive advancements in the field.
• Experience with Multi-GPU Communications (NCCL, NVSHMEM)
• Experience building and shipping products to enterprise customers.
• GPU programming experience (CUDA, OAI TRITON or CUTLASS).

NVIDIA is at the forefront of breakthroughs in Artificial Intelligence, High-Performance Computing, and Visualization.

Our teams are composed of driven, innovative professionals dedicated to pushing the boundaries of technology.

• We offer highly competitive salaries, an extensive benefits package, and a work environment that promotes diversity, inclusion, and flexibility.
• Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.
• For Poland: The base salary range is 221,250 PLN - 383,500 PLN for Level 3, and 292,500 PLN - 507,000 PLN for Level 4.

As an equal opportunity employer, we are committed to fostering a supportive and empowering workplace for all