Research Software Engineer — 3D Geometry & ML for AI Design

Openkrill; United States; Remote; USD 140.000 - 220.000; Vollzeit

Zusammenfassung

Openkrill, a MIT-born Silicon Valley startup, seeks a technical engineer to bridge geometry processing, simulation, and ML for real-world CAD/CAM/CAE challenges. You will handle 2D/3D data, develop AI-enabled design tools, and contribute to language/DSL innovations that translate complex engineering data into actionable AI signals.

You should be strong in Python and ML, able to move between theory and practical applications, and comfortable working across research and industry contexts to help

Qualifikationen

• 5+ years of academic or industry experience in geometric processing, simulation, optimization, machine learning, or domain-specific languages.
• Proficient in writing clean, modular 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.

Aufgaben

• 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.

Kenntnisse

Python

Machine Learning

Geometric Processing

Simulation

Domain-Specific Languages

Ausbildung

PhD or MS in Computational Design/Simulation/AI

Tools

CAD/CAM/CAE software tools

LLM post-training methods (quantization, pruning, distillation, RL)

Jobbeschreibung

Openkrill, a MIT-born Silicon Valley startup, seeks a technical engineer to bridge geometry processing, simulation, and ML for real-world CAD/CAM/CAE challenges. You will handle 2D/3D data, develop AI-enabled design tools, and contribute to language/DSL innovations that translate complex engineering data into actionable AI signals.

You should be strong in Python and ML, able to move between theory and practical applications, and comfortable working across research and industry contexts to help