Senior Solutions Architect – Diffusion AI Models

NVIDIA is a leading technology company specializing in accelerated computing and AI platforms, working with AI Native companies on image, video, and multimodal generative AI models.

• MS or PhD in Computer Science, Computer Vision, Machine Learning, or equivalent hands-on experience.
• Over 5 years of experience in AI/ML with deep expertise in computer vision models.
• Experience with diffusion model frameworks for image and video generation.
• Understanding of vision encoder optimization, VAE architectures, and performance tradeoffs at inference time.
• Strong communication skills effective with ML researchers, technologists, and infrastructure engineers.

Nice to have:

• Familiarity with NVIDIA's inference stack including TensorRT, Triton Inference Server, and NIM.
• Hands-on experience with video generation techniques such as temporal attention, 3D convolutions, or causal video transformers.
• Knowledge of codec-aware video pipelines and efficient video tokenization for large-scale generation.
• Published research or benchmarks on image/video generation, diffusion acceleration, or visual foundation models.

• Guide EMEA AI Native companies in training and deploying image, video, and multimodal generation pipelines on NVIDIA infrastructure.
• Provide technical guidance on diffusion model architectures such as DiT, UNet, and flow matching for deployment on single and multi-GPU setups.
• Optimize generation pipelines addressing codec-aware preprocessing, temporal consistency, video token representation, and efficient long-video inference.
• Identify and address performance bottlenecks related to vision workloads including memory-bound diffusion steps, attention scaling, and multi-GPU communication.
• Translate customer insights into actionable product feedback for NVIDIA's research and engineering teams.
• Contribute to the developer community through technical demos, workshops, and reference implementations showcasing NVIDIA stack capabilities.

NVIDIA is committed to fostering a diverse work environment and is an equal opportunity employer, not discriminating based on race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status, or any other characteristic protected by law.