As a Materials Knowledge Architect, you'll own how materials data is represented at CuspAI, designing the data models and ingestion pipelines that turn messy external sources into coherent, ML-ready assets. It's a defining role for a PhD-level chemist, physicist or materials scientist, at a formative moment for the company.