Research Software Engineer- ML for Manufacturing (Computational Design & Geometry Processing)

2 weeks, 6 days ago
Full-time
Senior
Software Development

Foundation EGI

Foundation EGI is an AI platform for engineering and manufacturing. It describes itself as an “Engineering General Intelligence” platform that transforms 3D designs and engineering inputs into drawings, assembly instructions, manuals, catalogs, and production plans to accelerate product development and automate engineering documentation and workflows.

Technology, Information and Internet
11-50
Founded 2023
$31M raised

Description

  • Design, develop, and maintain geometry processing and simulation algorithms for engineering applications.
  • Build services for reading, processing, and writing 2D and 3D engineering data.
  • Develop rendering modules for generating 2D and 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.

Requirements

  • 5+ years of academic or industry experience in 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 (preferred).
  • Experience developing CAD, CAM, or CAE software tools (preferred).
  • Experience developing or fine-tuning large language models, including post-training methods such as quantization, pruning, distillation, or reinforcement learning (preferred).
  • Experience designing or implementing DSLs or compilers (preferred).

Interested in this position?

Apply directly on the company website

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