Computational Design Research Engineer
Foundation EGI2 months ago
Remote, United States or Boston, MA, USASenior
Base Salary
$100k - $140k/yr
Responsibilities
- Design, develop, and maintain geometry-processing and simulation algorithms for engineering applications.
- Build services that read, process, and write 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 domain-specific languages for engineering tasks.
Requirements
- Must have code-development experience.
- Requires 5+ years of academic or industry experience in geometric processing, simulation, optimization, machine learning, or domain-specific languages.
- Proficiency in writing clean, modular, and maintainable Python code.
- Experience with dataset creation and data-pipeline development.
- Requires a PhD or MS focused on computational design, simulation, or AI.
- Experience developing CAD/CAM/CAE software tools.
- Experience developing or fine-tuning large language models, including quantization, pruning, distillation, or reinforcement learning post-training methods.
- Experience designing or implementing DSLs or compilers.
Tech Stack
Categories