🛠 Tech Stack

💼 About This Role

You'll lead the development of a generative model that produces 3D geological models conditioned on geophysical data. Your work will revolutionize decision making in clean energy exploration. This role offers the chance to work on cutting-edge AI for critical resource discovery.

🎯 What You'll Do

• Design and train diffusion models for 3D geological models
• Develop conditioning approaches for geophysical data
• Generate synthetic data to improve model performance
• Adapt diffusion models to real-world projects

📋 Requirements

• Extensive PyTorch experience
• Developing large deep learning models from scratch
• Data curation skills for ML datasets
• Strong software engineering and design practices

✨ Nice to Have

• Generative models experience (diffusion models)
• Transformer architectures for 3D data
• Scaling models across large GPU clusters

🎁 Benefits & Perks

• 🧑‍💻 Remote work environment
• 💡 Cutting-edge AI projects
• 🌍 Impact on clean energy and resource discovery