CAD Evaluation Engineer

StoryGold is looking for a skilled CAD Evaluation Engineer to join our team in a fully remote capacity. You will play a critical role in bridging mechanical engineering principles with automation pipelines, helping us evaluate how effectively AI models perform complex technical design tasks.

Key responsibilities

• Build, adapt, and maintain execution harnesses that programmatically interface CAD platforms and simulation solvers with AI evaluation and reinforcement learning training frameworks.
• Design standardized benchmark tasks and physical ground-truth tests for CAD modeling, FEA, static stress, and thermal analysis workflows.
• Inspect, debug, and grade CAD models, feature tree failures, constraint errors, and geometry rebuild issues generated by language models and RL agents.
• Implement automated scoring scripts, deterministic validation checks, and reward metrics to grade model tool-use, geometry validity, and physics accuracy.

Requirements

• Bachelor’s degree in Mechanical Engineering, Aerospace Engineering, Computer Science, or a related technical field.
• Sound understanding of core mechanical engineering simulation principles, including FEA, static analysis, stress, thermal mechanics, and constraints.
• Hands-on experience with parametric CAD software such as SolidWorks, FreeCAD, Fusion 360, CadQuery, NX, or Creo.
• Comfortable working with or a strong willingness to learn Python to execute scripts and maintain test harnesses.
• Fluent or proficient technical English skills.

What we offer

• The opportunity to work at the intersection of mechanical engineering and cutting-edge AI development.
• A fully remote work environment that supports professional growth and technical innovation.
• Engagement in challenging projects that involve building automated evaluation systems for advanced design workflows.