FWI & AI Scientist
Location
Houston, TX
Job Type
Full-time
Category
other-general
Posted
June 24, 2026
**Job Title: FWI & AI Scientist**
+ **Lead the development of the FWI Foundation Model** Design and scale a generalizable hybrid physics-AI foundation model on real seismic datasets.Propose advanced techniques including AI-assisted velocity model building, learned regularization and preconditioning, cycle-skipping mitigation, and accelerated forward modeling/gradient computation.Scale implementations for GPU clusters, HPC systems, and large-scale 3D datasets.
+ **Integrate AI into FWI and imaging pipelines** Seamlessly embed AI components into existing Full Waveform Inversion and seismic imaging workflows.Promote best practices in scientific software development and ML lifecycle management.
+ **Validate, deploy, and drive business impact** Validate solutions on field data in complex geological settings and establish clear performance, robustness, and risk metrics.Collaborate with stakeholders to ensure geological accuracy and commercial relevance.Mentor the team on FW...
+ **Lead the development of the FWI Foundation Model** Design and scale a generalizable hybrid physics-AI foundation model on real seismic datasets.Propose advanced techniques including AI-assisted velocity model building, learned regularization and preconditioning, cycle-skipping mitigation, and accelerated forward modeling/gradient computation.Scale implementations for GPU clusters, HPC systems, and large-scale 3D datasets.
+ **Integrate AI into FWI and imaging pipelines** Seamlessly embed AI components into existing Full Waveform Inversion and seismic imaging workflows.Promote best practices in scientific software development and ML lifecycle management.
+ **Validate, deploy, and drive business impact** Validate solutions on field data in complex geological settings and establish clear performance, robustness, and risk metrics.Collaborate with stakeholders to ensure geological accuracy and commercial relevance.Mentor the team on FW...