Experience modeling empirical endpoint data such as clinical or bioactivity data Clear vision for the future of artificial intelligence as applied to chemistry and agriculture Expertise in Python programming for chemistry, including OpenEye, RDKit, and others Proficiency in Machine Learning Operations, including trainingtestingvalidation data set management, model versioning, and scaling