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Job Type

Full Time

Job Description

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!  To know more about us ,check out our glassdoor page https://www.glassdoor.co.in/Reviews/TOYOTA-Connected-Corporation-Reviews-E3305334.htm 

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