AI Model Development Engineer, Manufacturing

Company Overview

We are building the next generation of AI-powered manufacturing analysis tools. Our flagship browser-based platform enables engineers to instantly analyze plastic injection molding designs. Our mission is to democratize advanced manufacturing analysis, making sophisticated DFM (Design for Manufacturing) and moldflow analysis accessible worldwide through an intuitive drag-and-drop interface.

Role Overview

We are seeking a passionate AI Engineer to lead the development of our core AI analysis engine. You will architect and implement machine learning models that analyze 3D CAD geometry in real-time, predict manufacturing issues, and provide actionable recommendations to improve design manufacturability. This is a founding engineering role with high ownership, technical autonomy, and growth potential.

Key Responsibilities

AI / ML Development

• 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.
• Build predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis.
• Create real-time inference engines optimized for browser-based deployment (TensorFlow.Js / ONNX.Js).
• Design data pipelines for continuous model training and improvement.

Platform Architecture

Manufacturing Analysis

Research & Innovation

Required Qualifications

Technical Expertise

Software Engineering

Mathematical Foundation

Preferred Qualifications

Domain Knowledge

Advanced Technical Skills

Education & Experience