Data Scientist: Driver Supply Optimization

Data Science; Selangor; Presencial; MYR 120 000 - 190 000; Tempo integral

Resumo da oferta

Grab's data science team is dedicated to using AI to provide driver partners with data-driven instructions and incentives that optimize supply utilization under varying market conditions.

As a Data Scientist, you will tackle driver-facing challenges, leverage big data for actionable insights, and develop deep learning, reinforcement learning, and optimization models for supply repositioning, activation, and incentivisation within Grab's marketplace.

Responsabilidades

• Collaborate with stakeholders to identify driver repositioning, activation, and incentivisation business problems and requirements.
• Translate business problems into data science problems and design potential solutions.
• Retrieve and analyse relevant data for exploratory analysis, feasibility studies, and solution prototyping.
• Develop and deploy scalable data science solutions and measure their impact via experiments.
• Build dashboards to monitor the health of DS systems and continuously improve solutions.

Descrição da oferta de emprego

Grab's data science team is dedicated to using AI to provide driver partners with data-driven instructions and incentives that optimize supply utilization under varying market conditions.

As a Data Scientist, you will tackle driver-facing challenges, leverage big data for actionable insights, and develop deep learning, reinforcement learning, and optimization models for supply repositioning, activation, and incentivisation within Grab's marketplace.