Senior Solutions Architect – Large Scale AI Training

NVIDIA; Poland; On-site; PLN 293,000 - 507,000; Full time

Job summary

NVIDIA is seeking a senior Solutions Architect to lead large-scale distributed training initiatives and model alignment across Europe, collaborating with AI natives and research institutions.

You will be the technical expert for NVIDIA's training stack, optimize efficiency at scale, and help shape the product roadmap from customer feedback.

Qualifications

• MS or PhD in Computer Science, Engineering, or equivalent experience.
• 7+ years of distributed AI training experience with HPC and multi-node GPUs.
• Strong proficiency with Megatron-LM, NeMo, or equivalent frameworks.
• Excellent communication with researchers and infrastructure engineers.

Responsibilities

• Build strategic technical relationships with leading EMEA AI model builders and define required software stack and infrastructure.
• Guide customers through distributed training strategies and RL workflows using PyTorch, Megatron-LM or NeMo.
• Help optimize training efficiency, covering GPU utilization, memory management, and communication overlap at scale.
• Collaborate with product and research teams to reflect customer needs in roadmaps.
• Support developer communities with demos, hackathons, and technical conferences.

Skills

Distributed training

Communication skills

HPC knowledge

Education

MS or PhD in Computer Science or Engineering

Tools

Megatron-LM

NeMo

PyTorch

Multi-node GPU clusters

Job description

We are looking for a senior Solutions Architect with strong knowledge of large-scale distributed training and Alignment of Neural Networks. The position involves supporting top EMEA AI Natives and research institutions in training/post training AI models, such as large Mixture-of-Experts (MoE) models. In this role, you will be the primary technical expert for AI organizations looking at some of the hardest infrastructure and algorithmic challenges in model training and alignment. You will bridge research and engineering, guiding customers on NVIDIA's full training stack (including Nemotron) while crafting NVIDIA product roadmap based on customers' feedback.

What You'll Be Doing

• Build and manage strategic technical relationship with leading EMEA AI model builders developing large-scale foundation models. Collaborate closely with customers to define the software stack and infrastructure required for large-scale training and post-training workflows, including Reinforcement Learning (RL).
• Serve as the go-to expert on distributed training strategies, guiding customers through efficient large-scale training and post training recipes using Deep Learning Frameworks such as PyTorch, Megatron-LM or NeMo (RL/Gym).
• Help customers optimize training/finetuning efficiency at scale, covering GPU utilization, communication overlap, memory management at scale.
• Collaborate with NVIDIA's product and research teams to present customer needs.
• Animate the developer community by building or supporting hackathons, demos, technical conferences.

What We Need To See

• MS or PhD in Computer Science, Engineering, or equivalent experience.
• Over 7 years of practical experience in distributed AI training, including direct involvement with HPC and/or AI environments with multi-node GPU clusters.
• Solid understanding of training infrastructure and how it affects efficiency and scalability.
• Strong proficiency with Megatron-LM, NeMo, or equivalent distributed training frameworks.
• Excellent communication skills with an ability to engage both research scientists and infrastructure engineers.

Ways To Stand Out From The Crowd

• Experience in fine-tuning with Reinforcement Learning (RLVR, RLHF) at scale.
• Experience with LatentMoE, expert load balancing, and speculative decoding for MoE inference.
• Prior experience in an AI Datacenter/HPC center, national lab, or frontier AI lab environment.
• Published work or open-source contributions in distributed training.

Widely considered to be one of the technology world's most desirable employers, NVIDIA offers highly competitive salaries and a comprehensive benefits package. As you plan your future, see what we can offer www.nvidiabenefits.com/

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.

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 292,500 PLN - 507,000 PLN. , , JR2024427