Solutions Architect, Manufacturing
Core
Trusted technical advisor helping Japanese manufacturing companies adopt GPU-acceleration and AI for Chemical and Materials Science, specifically for discovering novel chemicals, materials, and formulations.
Role type
Senior Solutions Architect (Industrial HPC & AI for Chemistry)
Builds
Industrial HPC workflows, GPU-accelerated tools (ALCHEMI, PhysicsNemo, CUDA-X), and innovative products for chemical and materials discovery.
Domain
Industrial High-Performance Computing (HPC), AI for Chemistry and Materials Science, Semiconductor Manufacturing
Deliverable
production ML models
Required skills
Domain knowledge in Chemical and Materials Science, GPU compute architecture, Python, C++, Machine Learning (MLIPs, GNNs), Technical presentation
Preferred skills
Hands-on CUDA and PyTorch, MLIP model development, MD and DFT simulations, Graph Neural Networks
Technologies
NVIDIA GPU, ALCHEMI, PhysicsNemo, CUDA-X libraries, PyTorch, Python, C++, MD simulations, DFT simulations
Responsibilities
Integrate NVIDIA GPU-accelerated tools into Industrial HPC and Chemistry workflows; Guide customers through the sales process for GPU compute systems; Engage with developers and researchers to define and deliver high-value solutions; Document knowledge and create training materials or whitepapers; Stay updated on latest AI techniques for Chemistry and Materials Science.
