Job
Description
Chennai, Tamil Nadu, India Department Operations - Data Services Job posted on Jun 17, 2025 Employment type FTE About Toyota Connected If you want to change the way the world works, transform the automotive industry and positively impact others on a global scale, then Toyota Connected is the right place for you! Within our collaborative, fast-paced environment we focus on continual improvement and work in a highly iterative way to deliver exceptional value in the form of connected products and services that wow and delight our customers and the world around us. About the Team Toyota Connected India is looking for an experienced Data Scientist to develop models for predicting traffic behaviour 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 What you will do Design predictive models for trajectory forecasting , traffic participant’s behaviour , 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 behaviours. 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. You are a successful candidate if you have 3+ years of experience in applied data science, preferably in real-time or simulation-based environments. Strong proficiency in Python, NumPy, Pandas, and deep learning frameworks like PyTorch or TensorFlow. Experience with time-series analysis , Bayesian models , or probabilistic forecasting . Understanding of reinforcement learning , especially multi-agent settings . Knowledge of vehicle kinematics , trajectory forecasting , or intelligent transportation systems . Preferred Qualifications: Experience with simulation environments like CARLA , SUMO or VISSIM simulation data. Prior work on ADAS , or smart city risk management . Familiarity with CEP engines or event stream analytics tools. Understanding of data fusion from camera, LiDAR and other infrastructure inputs. What is in it for you? Top of the line compensation! You'll be treated like the professional we know you are and left to manage your own time and workload. Yearly gym membership reimbursement & Free catered lunches. No dress code! We trust you are responsible enough to choose what’sappropriate to wear for the day. Opportunity to build products that improves the safety and convenience of millions of customers Cool office space and other awesome benefits! Our Core Values: EPIC Empathetic : We begin making decisions by looking at the world from the perspective of our customers, teammates, and partners. Passionate: We are here to build something great, not just for the money. We are always looking to improve the experience of our millions of customers Innovative : We experiment with ideas to get to the best solution. Any constraint is a challenge, and we love looking for creative ways to solve them. Collaborative: When it comes to people, we think the whole is greater than its parts and that everyone has a role to play in the success!
