Independent Technical Leadership: Demonstrated experience independently owning and delivering complex technical solutions in fast-paced environments, including problem framing, technical decision-making, and execution using physics-based modeling, machine learning, optimization, and/or AI techniques. Cross-Functional Development Experience: Experience working on cross-functional teams involving both Data Science and Software Engineering, including collaboration on production systems, deployed models, or shared technical deliverables.