Senior Principal Machine Learning Engineer (Fulfilment)
Is deze vacature iets voor u?
Mijn cv maken Maak uw cv en ontdek uw matchpercentage met deze functie — en met alle andere.
De functie
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.
Bekijk de volledige vacature
Taken, profiel, vaardigheden en voordelen — maak gratis een account aan.
of
Al een account?
InloggenVergelijkbare vacatures
Andere functies die kunnen passen.