Research Software Engineer – ML for Manufacturing, Computational Design, Geometry Processing
Foundation EGI
full-time
Posted on:
Location Type: Remote
Location: Massachusetts • United States
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Tech Stack
About the role
- 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.
Requirements
- 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.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
geometry processingsimulation algorithmsoptimizationmachine learningdomain-specific languagesPythondataset creationdata pipeline developmentCAD softwarelarge language models
Certifications
BSc in Computer ScienceMSc in Computer SciencePhD in Computational DesignMS in AI