Senior AI Scientist (SF)
Core
Spearheading the development of methodologies for modeling Earth's crust using gravity and geophysics data to create a planetary foundation model.
Role type
Senior AI Scientist (Geophysics/Earth Modeling)
Builds
Planetary foundation model for Earth's crust representation
Domain
Geophysics, Earth Sciences, Deep Learning
Deliverable
production ML models
Required skills
Structured & Probabilistic ML, Hybrid AI × Physics thinking, Experimental discipline, Statistical learning theory, Graphical models, Deep Learning based models
Preferred skills
Remote-sensing data, Graph neural nets, Diffusion models, PINNs for physical systems
Technologies
Python, PyTorch, JAX
Responsibilities
Devise unique approaches leveraging frontier models to represent complex geological structures, Collaborate with CEO to determine strategic direction for product development, Translate novel algorithms into working code, Design ablation studies and uncertainty calibration
Seniority
Senior, hands-on IC with research leadership