AI Engineer – Decision & Optimization Systems
Core
Build feasibility and authority models that encode command hierarchy, policy rules, and constraints to gate AI-generated logistics plans before execution.
Role type
Senior IC AI Engineer (Decision & Optimization Systems)
Builds
Deterministic constraint frameworks and feasibility checks for logistics planning pipelines
Domain
National security logistics, defense operations, AI decision systems
Deliverable
production ML models | product features
Required skills
Python/Java/Go/C++, constraint-based system design, AI/agent reasoning integration, linear programming, mixed-integer programming, constraint satisfaction, Gurobi/CPLEX/OR-Tools/Pyomo/AMPL
Preferred skills
logistics/supply chain/routing systems, optimization team collaboration, defense/government/mission-critical operations, AI agent integration
Technologies
Gurobi, CPLEX, OR-Tools, Pyomo, AMPL
Responsibilities
Design feasibility models encoding authority limits and policy rules; Convert AI-agent outputs into deterministic constraints; Maintain centralized constraint frameworks for optimization systems; Define data contracts and validation pipelines for operational data; Integrate feasibility checks into real-time and batch planning pipelines; Validate system behavior via scenario testing and simulations