Solution Architect - Generative AI, Automotive

2 Months ago • 5 Years + • Artificial Intelligence

Job Summary

Job Description

NVIDIA seeks a Solution Architect specializing in Generative AI for the automotive sector in Japan. Responsibilities include advising major automotive manufacturers on NVIDIA's GPU-accelerated computing solutions, architecting and prototyping solutions, building and fine-tuning LLMs, identifying optimal deployment scenarios, and fostering strong client relationships. This role demands expertise in machine learning, deep learning frameworks (TensorFlow/PyTorch), and generative AI advancements (LLMs, VLMs, RAG). The ideal candidate will possess excellent communication skills (Japanese and English), a strong analytical mindset, and a proactive approach to problem-solving and knowledge sharing.
Must have:
  • Excellent communication (Japanese & English)
  • 5+ years in Deep Learning/ML
  • Generative AI expertise (LLMs, VLMs, RAG)
  • TensorFlow/PyTorch, GPU/CUDA experience
  • Technical presentation & architecture skills
Good to have:
  • AV perception/planning model development
  • NVIDIA Omniverse experience
  • Cloud solution design expertise
  • DevOps experience (Docker, Kubernetes)
  • Experience with NeRFs

Job Details

NVIDIA is a world leader in computer graphics, artificial intelligence, and accelerated computing. For over 25 years, NVIDIA has been at the forefront of research and engineering around the greatest advances in technology. Our history of innovation drives us to solve the world's hardest problems.

We are now looking for a Solution Architect to work with Japan’s automotive manufacturers and partners to enable them with our portfolio of GPU Accelerated Computing solutions i.e. Machine Learning and Deep Learning, specifically Generative AI, and to build comprehensive multi-cloud, hybrid and on-prem solutions.

We need a passionate, hard-working, and creative individual who has the skills and aim to work in a fast-evolving technological environment that is always on the cutting edge of AI and Accelerated Computing. This individual is self-driven, excellent in communication and partnership, stays on top of tasks, mission focused and outcome oriented. Duties will include being a technical data science and accelerated computing platform advisor to Japan’s largest automotive manufacturers. This includes architecting and creating prototypes, building, pre-training, fine-tuning and p-tuning LLMs, finding the best deployment scenarios for customers, driving relationships with key executives and managers, and evangelizing accelerated computing.

What you'll be doing:

  • Drive pre-sales conversations, build architectures and demos to accelerate the customer AI journey based on NVIDIA products, and work closely with Sales Account Managers to secure design wins.

  • Create or run Proof of Concept and Demos that require presentation skills, explanation of complex topics, and Python coding to execute data pipelines, train ML/DL models, and deploy on container-based orchestrators.

  • A considerable part of the day-to-day job is keeping up to date on the state-of-the-art in the Machine Learning and Deep Learning ecosystem, particularly with the emergence of Generative AI and Agentic AI. You'll be called on to help architect and scale high-performance, distributed AI deployments that are built on the latest NVIDIA GPU supercomputers.

  • Document what you know, and guide others. This can vary from building targeted training for partners and other Solutions Architects, to writing whitepapers, blogs, and wiki articles, to working through challenging problems with a partner on a whiteboard.

  • Answer questions and provide mentorship, assisting partners and customers on their mission-critical projects. You will help them build their GPU enabled Accelerated Compute datacenters and get the most out of their investment.

  • We make heavy use of conferencing tools, but some travel is required for this role. You are empowered to find the best way to get your job done and do what it takes to make our partners successful.

Above all, you will be the person that our lighthouse automotive customers call on when they need guidance building AI solutions using NVIDIA technology. Backed up by other Solution Architects, NVIDIA Engineering, and the whole of NVIDIA, you'll get to be the face and brains of NVIDIA that our automotive customers will be relying on.

What we need to see:

  • Excellent verbal, written communication, and technical presentation skills in Japanese.  Business level English communication is also a requirement.

  • BS or MS in Engineering, Mathematics, Physics, or Computer Science (or equivalent experience).

  • 5+ years of work-related experience in Deep Learning and Machine Learning, including deep learning frameworks TensorFlow or PyTorch, GPU and CUDA experience extremely helpful.

  • Extensive knowledge and hands-on experience with recent advancements in LLMs, VLMs, RAG, and Generative AI.

  • Ability to multitask effectively in a dynamic environment.

  • Strong analytical and problem-solving skills.

  • Clear written and oral communication skills with the ability to effectively collaborate with management and engineering.

  • Have a strong desire to share knowledge with clients, partners and co-workers.

Ways to stand out from the crowd:

  • Technical domain expertise and experience developing AV perception and/or planning models, World Foundation Models, or smart cockpit Agentic AI applications.

  • Development experience with NVIDIA Omniverse, sensor simulation, and NeRFs for scene capture and rendering.

  • Background with cloud-based solution design, APIs and Microservices, orchestration platforms, storage solutions and data migration techniques

  • Experience working with DevOps, including but not limited to Docker/Containers, Kubernetes, and Data Center deployments.

  • Have a willingness and ability to dig into unfamiliar territories to tackle complex problems and be a great listener.

NVIDIA is widely considered to be one of the technology world’s most desirable employers. We have some of the most brilliant and talented people in the world working for us. If you're creative and autonomous, we want to hear from you!

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.

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About The Company

Since its founding in 1993, NVIDIA (NASDAQ: NVDA) has been a pioneer in accelerated computing. The company’s invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined computer graphics, ignited the era of modern AI and is fueling the creation of the metaverse. NVIDIA is now a full-stack computing company with data-center-scale offerings that are reshaping industry.

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