Foundation Egi

14 jobs near Columbus, OH

Foundation EGI is an MIT-born, venture-backed Silicon Valley startup building an AI Copilot for design and manufacturing. The Software Architect will lead architecture decisions, collaborate with ...

Foundation EGI is an MIT-born, venture-backed Silicon Valley startup focused on building an AI Copilot for design and manufacturing. They are seeking an experienced Software Architect to lead ...

The Role We are looking for an experienced Software Architect to help shape the foundation of our products as we scale. You will lead architecture decisions across our systems, collaborate closely ...

The Role We are looking for an experienced Software Architect to help shape the foundation of our products as we scale. You will lead architecture decisions across our systems, collaborate closely ...

Requirements: * Architect, build, and operate end-to-end ML pipelines for training, validation and deployment on Google Cloud and AWS. * Define, instrument, and maintain logging, monitoring, and ...

Requirements: * Architect, build, and operate end-to-end ML pipelines for training, validation and deployment on Google Cloud and AWS. * Define, instrument, and maintain logging, monitoring, and ...

Research Scientist- Geometry & Machine Learning

Foundation EGI

Remote

Full-time

Posted 9 days ago


Job description

Job Summary:
Foundation EGI is an MIT-born, venture-backed Silicon Valley startup developing an AI Copilot for design and manufacturing. The role involves applying machine learning to engineering problems, focusing on geometry processing and simulation for CAD, CAE, and CAM systems.
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 machine learning models.
• Contribute to the development of domain-specific languages for engineering tasks.
Qualifications:
Required:
• MUST have experience with Code Development. Applicants will not be considered without this experience.
• 5+ years of academic or industry experience in one or more of the following areas: Geometric Processing, Simulation, Optimization, Machine Learning, or Domain-Specific Languages.
• BSc or MSc in Computer Science, Engineering, or a related field.
• Proficient in writing clean, modular, and maintainable Python code.
• Experience with dataset creation and data pipeline development.
• PhD or MS with a focus in Computational Design, Simulation, or AI.
• Experience developing CAD/CAM/CAE software tools.
• Experience developing or fine-tuning large language models (LLMs), including post-training methods such as quantization, pruning, distillation, or reinforcement learning.
• Experience designing or implementing DSLs or compilers.
Company:
Meet the Al platform to Revolutionize Engineering. We started this company because manufacturing and engineering are overdue for a digital revolution. Founded in 2023, the company is headquartered in Los Altos, USA, with a team of 11-50 employees. The company is currently Early Stage.