Research Software Engineer - Machine Learning for Manufacturing - Remote

Overview

This role involves working with machine learning applied to engineering problems, focusing on processing 2D and 3D data from CAD, CAE, and CAM systems.

In Short

• Design, develop, and maintain geometry processing and simulation algorithms.
• Build services for processing 2D/3D engineering data.
• Develop rendering modules for visual asset generation.
• Curate large-scale datasets for learning-based systems.
• Implement and optimize workflows for machine learning models.
• Contribute to domain-specific language development.
• 5+ years of experience in relevant fields.
• BSc or MSc in Computer Science, Engineering, or related field.
• Proficient in Python programming.
• Experience with CAD/CAM/CAE software tools.

Requirements

• PhD or MS focus in Computational Design, Simulation, or AI.
• Experience with dataset creation and data pipeline development.
• Experience with large language models and post-training methods.
• Experience designing or implementing DSLs or compilers.

Benefits

• Opportunity to work on cutting-edge AI technology.
• Collaborative team environment.
• Flexible working conditions.
• Impactful work in design and manufacturing sectors.