AI Engineer, 3D Perception

4MP Inc is building the intelligence layer for precision manufacturing. The role involves designing and building AI systems that connect sensor data and machine behavior to improve manufacturing processes.

Responsibilities:

• Design and build AI systems that connect sensor data, machine behavior, manufacturing context, and closed-loop correction
• Work directly with the founding team on systems that interact with real machines, real sensors, and real manufacturing data
• Sensor intelligence — calibration, fusion, uncertainty quantification, and drift detection
• Physical AI modeling — machine behavior, error modeling, and physics-informed learning
• Manufacturing context — interpreting CNC programs, machining intent, and process state
• Closed-loop correction — learning systems that improve from real correction-to-outcome feedback
• Scaling intelligence — transferring learned knowledge across machines and deployments