Gallatin AI
AI Engineer - Allocation and Packing Systems
El Segundo, CA$80k–$210kfulltimemidAdded 2 days ago
About this role
Gallatin seeks an AI Engineer to design and optimize allocation and packing algorithms for military logistics operations. You'll develop constraint-based models for transport asset utilization, implement scalable optimization solutions, and integrate them into production resupply workflows while ensuring physical feasibility.
What you'll do
- Design packing and allocation models encoding volume, weight, compatibility, and sequencing constraints
- Implement and tune optimization algorithms balancing efficiency, speed, and explainability
- Own data pipelines for asset and supply properties, including validation and edge case handling
- Integrate packing solutions into resupply and routing systems with operational partners
- Validate solutions through scenario testing and feedback to ensure physical executability
- Scale solutions across large fleets and dynamic inputs
What they're looking for
- Python or equivalent production-grade programming
- Operations research and optimization fundamentals
- Packing problem modeling (bin packing, knapsack, 2D/3D)
- Linear programming, mixed-integer programming, or heuristic methods
- Constraint encoding and satisfaction
- Systems thinking and physical constraint reasoning
- Data pipeline ownership and validation
- Vehicle loading or palletization problem experience
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