AI Engineer – Routing & Network Optimization
Core
Build AI-driven routing and network optimization systems to determine optimal movement of supplies, vehicles, and materiel across global distribution networks under capacity and risk constraints.
Role type
Senior IC AI Engineer (Operations Research & Network Optimization)
Builds
Production-grade routing models, solvers, and planning pipelines for logistics networks
Domain
Defense logistics, network optimization, graph theory
Deliverable
production ML models | product features
Required skills
Python, graph theory, network optimization, shortest-path algorithms, network flow models, VRP, time-phased routing, modeling languages (Pyomo, GAMS, AMPL), solvers (CPLEX, Gurobi), large-scale graph handling
Preferred skills
vehicle routing experience, simulation/digital-twin collaboration, defense/government logistics background, ML experimentation, data operationalization
Technologies
Pyomo, GAMS, AMPL, CPLEX, Gurobi
Responsibilities
Design and implement routing models for transportation and warehousing; tune routing solvers using exact, heuristic, and hybrid algorithms; own and validate routing datasets; integrate routing systems into real-time and batch planning pipelines
Seniority
Senior, hands-on IC