Terra is the Next Generation Claims and Policy Software for Workers’ Comp.
Senior Staff Machine Learning Researcher
Location
United States
Posted
61 days ago
Salary
0
Seniority
Senior
Job Description
Senior Staff Machine Learning Researcher
Terra
• Design, train, test, and iterate on diffusion models for 3D geological models • Design, train, test, and iterate on an approach to for conditioning generation on geophysical data and other observations • Inform the generation of synthetic data to improve model performance • Adapt diffusion modeling approach to specific real-world projects in collaboration with project teams.
Job Requirements
- Extensive PyTorch Experience
- Deep understanding of PyTorch, including writing custom modules, optimizing training, and debugging issues in large-scale models.
- Expertise in Developing Large Deep Learning Models from Scratch
- Proven ability to design, implement, and train complex deep learning architectures from the ground up.
- Data Curation Skills
- Hands-on experience in creating, cleaning, and maintaining high-quality datasets tailored for machine learning applications.
- Strong Software Engineering and Design Experience
- Proficient in software development best practices, including version control, testing, and code optimization.
- Familiarity with designing scalable and maintainable systems.
Benefits
- Health insurance
- Flexible work arrangements
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