Senior Research Engineer, Collision Avoidance Modeling

Design, develop, and maintain methods and software to evaluate collision risk in conflict scenarios, modeling both crash dynamics and predictive agent behavior in logs or simulation. Create labeling processes and simulation tooling to extract parameters from logged conflict scenarios. Leverage literature and real-world data (public roads, closed tracks) to model evasive maneuvers and collision severity. Track, report, and synthesize collision risk, providing strategic recommendations to improve realism, test coverage, autonomy architecture, and mitigations. Communicate risks and requirements effectively within cross‑functional teams.