Description

You will architect and implement the core AI analysis engine for 3D CAD geometry.

This role is remote.

Responsibilities

• Design and implement ML models for geometric analysis of injection-molded plastic parts.
• Develop computer vision algorithms for automated feature detection in 3D CAD models.
• Create real-time inference engines optimized for browser-based deployment.
• Build predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis.
• Design data pipelines for continuous model training and improvement.

Required Skills

• 5+ years of AI/ML engineering experience with production deployments.
• Strong proficiency in Python with TensorFlow or PyTorch.
• Experience with 3D geometry processing (Open3D, PCL).
• JavaScript/TypeScript expertise for browser-based AI deployment (TensorFlow.js, ONNX.js).
• Computer vision and geometric deep learning experience.
• Knowledge of CAD file formats (STEP, STL, OBJ) and 3D mesh processing.
• Experience in fine-tuning ML models.
• Cloud platform experience (AWS) for model training and deployment.

Key Skills

Education

Any Graduate