Data Scientist

NextGen Innovation Labs(https://www.nextgeninnovation.com/)

4 to 6yrs

25lpa
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Job Details

Type:
Fulltime

Salary:
25lpa

Benefits:
Not mentioned!

Qualifications

Education:
Graduate/b E/ B Tech(any)

Skills:
Required Skills:  • 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 Framew

Experience:
4 To 6yrs

Other Information

Posted on:
04 Sep 2025

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

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