System Identification Engineer
Core
Turn flight data into verified dynamics for guidance and control systems across multirotors, fixed wings, VTOLs, and missiles.
Role type
System Identification Engineer
Builds
Automated identification pipeline from flight logs to verified models
Domain
Defense / Aerospace / Control Systems
Deliverable
production ML models
Required skills
System identification, Flight mechanics, Flight testing, Python, Scientific computing
Preferred skills
Fixed-wing aerodynamic modeling, VTOL dynamics, Remote pilot certification, Structural/vibration modes, Data-driven dynamics
Technologies
Python
Responsibilities
Design and run flight test experiments, Identify rigid-body and aerodynamic dynamics, Characterize propulsion and actuators, Build automated identification pipeline, Validate models against flight data, Extend capabilities to new airframes, Support simulation and G&C teams
Seniority
Mid-level, hands-on IC
