Lead Data Scientist with PyTorch

We're looking for a Lead Data Scientist skilled in PyTorch to collaborate with a multidisciplinary team of Geoscientists, Geophysicists, Data Scientists, and Machine Learning Engineers. The role involves translating technical and business requirements into reliable, high-impact deep learning solutions for seismic data, while also enhancing existing seismic ML tools and uncovering new business applications.

Responsibilities

• Build and apply deep learning models (U-Nets, CNNs, and related architectures) to denoise and structurally interpret 2D and 3D seismic data
• Enhance the accuracy, robustness, and performance of current seismic ML tools through retraining, architecture improvements, and hyperparameter optimization
• Create models for structural interpretation needs, including fault detection, horizon tracking, and seismic facies classification
• Collaborate with Geoscientists and Geophysicists to validate outputs against