FWI & AI Scientist
Core
Lead the development of a generalizable hybrid physics-AI foundation model for Full Waveform Inversion (FWI) and seismic imaging on real seismic datasets.
Role type
Senior IC FWI & AI Scientist
Builds
Production-grade scientific software for subsurface imaging, including AI-assisted velocity model building and accelerated forward modeling.
Domain
Oil & Gas / Geophysics / Seismic Imaging
Deliverable
production ML models
Required skills
Full Waveform Inversion, seismic wave propagation, inverse problems, HPC/cloud data pipelines, scientific software development
Preferred skills
physics-informed machine learning, learned solvers, neural surrogate models, deep learning for physics-based modeling, ML lifecycle management, PyTorch/JAX
Technologies
GPU clusters, HPC systems, PyTorch, JAX
Responsibilities
Design and scale hybrid physics-AI foundation models; embed AI components into existing FWI and imaging workflows; validate solutions on field data and drive business impact; mentor the team on FWI fundamentals and AI/ML adoption.
Seniority
Senior, hands-on IC