Data Scientist

Full Job Description

Role Overview: We're hiring a Data Scientist to develop models for predicting traffic behavior scenarios using data from simulations and real-world sources. You’ll work on reinforcement learning, complex event detection, and probabilistic forecasting for real-time decision making in autonomous systems and smart infrastructure. Responsibilities: • Design predictive models for trajectory forecasting, traffic participant’s behavior, and crossing probabilities. • Develop risk scoring mechanisms using time-shifted risk prediction and sliding time windows. • Implement multi-agent reinforcement learning (MARL) frameworks to simulate and train cooperative behaviors. • Work with simulation teams to integrate ground truth scenarios and replayable datasets. • Build scoring algorithms for different data dimensions based on the severity and impact. • Evaluate model performance using precision, recall, and event-level accuracy. • Collaborate with data engineers to define feature pipelines and streaming inputs.

Location

Bangalore / Chennai