Senior Principal Machine Learning Engineer (Fulfilment)
职位介绍
Lead the design and deployment of unified reinforcement learning architectures that coordinate pricing, dispatch, and supply planning in a real-time marketplace.
Build multi-agent or hierarchical RL frameworks to optimize multiple objectives and adapt to disruptions and geographic variations.
Develop high-fidelity simulation models of marketplace dynamics incorporating supply-demand signals, elasticity, traffic, weather, and driver intent.
Create robust, interpretable models of driver decision-making and design feedback loops that evolve over time.
Collaborate with platform and experimentation teams to validate approaches in production, perform counterfactual analysis, and accelerate experimentation.
Serve as a technical lead, mentoring data scientists, and integrating optimization solutions into real-time production systems while aligning with the Fulfilment roadmap.
Build multi-agent or hierarchical RL frameworks to optimize multiple objectives and adapt to disruptions and geographic variations.
Develop high-fidelity simulation models of marketplace dynamics incorporating supply-demand signals, elasticity, traffic, weather, and driver intent.
Create robust, interpretable models of driver decision-making and design feedback loops that evolve over time.
Collaborate with platform and experimentation teams to validate approaches in production, perform counterfactual analysis, and accelerate experimentation.
Serve as a technical lead, mentoring data scientists, and integrating optimization solutions into real-time production systems while aligning with the Fulfilment roadmap.
查看完整职位
工作职责、任职要求、技能与福利 — 免费创建账号即可查看。
已有账户？ 登录
相似职位
其他可能适合您的职位。