AI CAD Automation Scientist (Equity)

UniversalAGI, Inc.; United States; Vor Ort; USD 140.000 - 210.000; Vollzeit

Benefits dieser Stelle

Equity

In-office 5 days a week

Zusammenfassung

UniversalAGI, Inc. is seeking a Geophysics + Seismic Researcher focused on CAD automation for physics simulation. You will repair, simplify, and optimize CAD geometry to feed AI-driven simulation pipelines, working directly with the CEO and senior researchers.

You’ll build and evaluate neural representations for geometry, topology optimization, and differentiable design. Expect a hands-on, in-person environment in San Francisco with equity opportunities.

Qualifikationen

• PhD or equivalent with strong research background in geometry processing or CAD.
• 2+ years building deep learning models for geometry processing or 3D design.
• Strong understanding of CAD representations, B-rep, and mesh processing.

Aufgaben

• Develop methods to automatically repair, defeature, and simplify raw CAD geometry for simulation-ready use.
• Design and train models for geometry generation and reconstruction from imperfect CAD inputs.
• Collaborate with CEO and physics group to integrate geometry and optimization with the foundation model stack.

Kenntnisse

Deep learning for geometry

Python + DL frameworks

Geometry processing

CAD geometry knowledge

Ausbildung

PhD in CS/Mechanical Eng/Computational Geometry

Equivalent hands-on industry research

Tools

OpenCASCADE

Parasolid

PyTorch

JAX

Jobbeschreibung

UniversalAGI, Inc. is seeking a Geophysics + Seismic Researcher focused on CAD automation for physics simulation. You will repair, simplify, and optimize CAD geometry to feed AI-driven simulation pipelines, working directly with the CEO and senior researchers.

You’ll build and evaluate neural representations for geometry, topology optimization, and differentiable design. Expect a hands-on, in-person environment in San Francisco with equity opportunities.