Senior Digital Twin ML Engineer (Redwood City)

Role : Senior Digital Twin ML Engineer

Salary : upto $250,000

Location : San Francisco, CA

Work on advanced AI-driven physical systems with broad manipulation and experimental capability. Im seeking a Senior Digital Twin ML Engineer to build high-fidelity digital twins of robotic, electromechanical, and experimental platforms.

You will design model-identification pipelines, calibration routines, dynamic-model learning systems, and multi-scale physics representations that support accurate predictive simulation and closed-loop interaction with RL, planning, and control stacks. This role blends physics intuition, ML modeling, and hands-on experimentation to ensure digital twins remain stable, accurate, and continuously updated as real systems evolve.

Responsibilities :

• Build model-identification and parameter-estimation pipelines with adaptive calibration.
• Develop ML-based dynamic models, multi-scale physics approximators, and hybrid simulation frameworks.
• Maintain twin fidelity, stability, and version consistency as data and hardware change.
• Work closely with simulation, RL, controls, and agent teams to integrate twins into decision-making and learning workflows.

Qualifications :