AI-Driven Geometry Scientist (ML, CAD/CAE) - Remote-First

Remote; San Francisco (CA); Remote; USD 180,000 - 250,000; Full time

Benefits offered by this job

Equity participation

Medical, dental, and vision coverage

401(k) retirement savings plan

Generous paid time off and holidays

Remote-first work environment

Fully funded company offsites and team

Professional development and learning

Home office support and remote work

Job summary

Foundation EGI is seeking a technically strong ML/geometry engineer to bridge advanced models with real-world engineering workflows. You will work with 2D/3D data from CAD/CAE systems and help turn complex geometry and simulation data into actionable AI-ready information.

You’ll move between theory and practical application, applying Python and ML to engineering design problems, with exposure to DSLs, data pipelines, and domain-specific tools.

Qualifications

• 5+ years of academic or industry experience in Geometric Processing, Simulation, Optimization, ML, or DSLs.
• BSc or MSc in CS, Engineering, or related field.
• Proficient in writing clean, modular Python code.
• Experience with dataset creation and data pipeline development.
• PhD or MS with focus in Computational Design, Simulation, or AI.
• Experience developing CAD/CAM/CAE software tools.
• Experience developing or fine-tuning large language models (LLMs) and post-training methods.

Responsibilities

• Design, develop, and maintain geometry processing and simulation algorithms for engineering applications.
• Build services for reading, processing, and writing 2D/3D engineering data.
• Develop rendering modules for generating 2D/3D visual assets.
• Curate and manage large-scale datasets for learning-based systems.
• Implement and optimize post-training workflows for ML models.
• Contribute to the development of DSLs for engineering tasks.

Skills

Geometric Processing

Simulation

Optimization

Machine Learning

Domain-Specific Languages

Python

Education

BSc/MSc in Computer Science or Engineering

PhD or MS in Computational Design/Simulation/AI

Tools

CAD/CAM/CAE software tools

Python

Job description

Foundation EGI is seeking a technically strong ML/geometry engineer to bridge advanced models with real-world engineering workflows. You will work with 2D/3D data from CAD/CAE systems and help turn complex geometry and simulation data into actionable AI-ready information.

You’ll move between theory and practical application, applying Python and ML to engineering design problems, with exposure to DSLs, data pipelines, and domain-specific tools.