Data Scientist (Supply Planning)
Core
Transform driver-facing business challenges into data science opportunities to optimize supply utilization through AI-driven instructions and incentives.
Role type
Data Scientist (Supply Planning) (via careerplan.io/jobs/744000152863029-data-scientist-supply-planning-at-grab)
Builds
Scalable data science solutions for supply repositioning, activation, and incentivization within the marketplace.
Domain
Ride-hailing / Logistics / Supply Chain
Deliverable
production ML models
Required skills
Machine learning lifecycle, scalable end-to-end ML solutions, SQL, Python, TensorFlow/PyTorch, Spark, data processing ETL pipelines, software development lifecycle, unit and model testing, user profiling, behavioral segmentation
Preferred skills
Recommender systems development
Responsibilities
Collaborate with stakeholders to identify business problems regarding driver repositioning, activation, and incentivization; translate business problems into data science problems and design solutions; retrieve and analyze data for exploratory analysis and prototyping; develop and deploy scalable solutions and measure impact via experiments; build dashboards to monitor system health and maintain/improve solutions.
Seniority
Mid-level, hands-on IC
