Contract Student Worker - Data Scientist
Core
Develop forecasting and scenario-planning capabilities for fleet availability, supply, staffing, operational demand, charging, and infrastructure to support autonomous ridehailing scaling.
Role type
Contract Student Data Scientist (Forecasting)
Builds
Data-driven operational forecasts and decision-support tools for autonomous vehicle fleet scaling
Domain
Autonomous transportation / Fleet Operations
Deliverable
production ML models
Required skills
statistical modeling, machine learning, scenario planning, model evaluation, optimization, simulation, AI-enabled tools, LLMs, coding copilots, APIs, agent frameworks
Preferred skills
forecasting, explainability, uncertainty quantification, human oversight
Technologies
LLMs, coding copilots, APIs, agent frameworks
Responsibilities
Develop forecasting models for fleet availability, supply hours, staffing, operational workload, charging demand, and infrastructure needs; Convert spreadsheet-based planning processes into reproducible, scalable, and well-documented analytical workflows; Evaluate model performance through backtesting, forecast-versus-actual reporting, and clearly defined accuracy measures; Build scenario models that help leaders understand the staffing, cost, and infrastructure implications of operational changes and market growth
Seniority
Student (Contract)
