AI Engineer – Routing & Network Optimization
Tasks
- Design routing models
- Evaluate solution quality runtime and robustness
- Handle data gaps and uncertainty
- Implement routing solvers
- Integrate routing into batch planning pipelines
- Integrate routing into real time planning pipelines
- Own routing datasets
- Perform iterative optimization
- Run scenario testing and what if analysis
- Scale routing algorithms
- Tune optimization algorithms
- Validate network representations
- Validate route executability with simulation
Perks/Benefits
Skills/Tech-stack
A Star | A Star Algorithm | AMPL | Bellman Ford Algorithm | CPLEX | Capacitated Vehicle Routing | Causal Inference | Dijkstra Algorithm | Experimentation | GAMs | Graph theory | Gurobi | Integer Programming | Machine Learning | Max Flow | Min Cut | Min-Cost Flow | Mixed Integer | Mixed-Integer Programming | Multi Commodity Flow | Network Optimization | Network flow | Pyomo | Python | Shortest path | Shortest path algorithms | Time Expanded Networks | Time Windows | Vehicle Routing Problem | Vehicle routing
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer | Optimization Engineer
Regions
Countries
States
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