Research novel AI methods for fleet-scale construction optimization across sites.
Collaborate with domain experts to deploy production-ready models.
Translate operations into well-defined research problems and modeling.
Design experiments, maintain reproducible code, and share results.
Contribute to deployment and decision-making across capital planning and security.

🎯 Requirements

PhD in CS/ML/OR/Applied Math or MS with publications or deployed work.
Deep RL experience: PPO/TRPO/SAC; DQN variants.
Simulation engineering: build RL training environments and MD formulation.
Production-grade Python; PyTorch; version control; testing.
Startup agility: thrives in fast-moving, hands-on environments.
Domain exposure: construction, infrastructure, energy, nuclear sectors.

🎁 Benefits

Competitive compensation packages.
401k with company match.
Medical, dental, vision plans.
Generous vacation policy, plus holidays.

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