Geophysicist, Seismic Inversion (Senior - Principal - Advisor) Landmark - 211399
Core
Develop advanced seismic imaging, inversion, and quantitative-interpretation technologies for reservoir characterization using Python, machine learning, and deep learning.
Role type
Senior/Principal R&D Geophysicist (Seismic Inversion)
Builds
Production-ready seismic inversion workflows and 3D reservoir-property models
Domain
Energy industry, Seismic Data Science, Reservoir Characterization
Deliverable
production ML models
Required skills
Seismic inversion, Full-waveform inversion, Python, Machine learning, Deep learning, Rock physics, Uncertainty quantification, Geostatistics, Sequence stratigraphy
Preferred skills
PyTorch, TensorFlow, Quantum computing algorithms, 3D static reservoir modeling, Pre-stack AVO/AVA inversion
Technologies
Python, PyTorch, TensorFlow, scikit-learn
Responsibilities
Develop elastic full-waveform inversion and acoustic/elastic seismic-inversion methods; Design AI and deep-learning approaches for seismic imaging and facies classification; Integrate seismic volumes, well logs, and rock-physics relationships to construct 3D models; Develop Python-based research prototypes and reproducible workflows; Quantify uncertainty in predicted rock properties and fluid saturations; Validate models using blind-well tests and physical consistency checks; Collaborate with multidisciplinary teams to translate research into software capabilities.
Seniority
Senior/Principal, hands-on IC with R&D leadership