CAD Evaluation Engineer

Quick Facts

• Role: CAD Evaluation Engineer (Remote)

Description

You will bridge mechanical engineering simulation principles with automation pipelines that evaluate how effectively AI models perform technical design tasks. The work includes building harnesses that connect CAD platforms and simulation solvers with AI evaluation and RL training frameworks.

Responsibilities

• Build, adapt, and maintain execution harnesses that programmatically interface CAD platforms and simulation solvers with AI evaluation and RL 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 (recent graduates welcome).
• Sound understanding of core mechanical engineering simulation principles: FEA, static analysis, stress, thermal mechanics, constraints.
• Hands-on experience with parametric CAD software (SolidWorks, FreeCAD, Fusion 360, CadQuery, NX, or Creo).
• Comfortable working with or willing to learn Python (or another programming language) to execute scripts and maintain test harnesses.
• Fluent or proficient technical English (B2+ level).