AI/ML Engineer – CAE

Vrinda International; Bengaluru; On-site; INR 600,000 - 1,000,000; Full time

Job summary

Vrinda International in Bengaluru (Bangalore) invites AI/ML professionals with 3–6 years to develop and implement advanced ML models for engineering and automotive applications.

The role requires expertise in data science, physics-guided ML, and deep learning architectures (CNNs, RNNs/LSTMs, Transformers, GNNs), plus experience with AI-driven optimization and DoE, and familiarity with PhysicsNeMo or similar frameworks. The position offers a salary up to ₹10 LPA.

Qualifications

• Strong hands-on experience in AI/ML and Data Science
• Physics-guided ML models
• Deep Learning architectures – CNNs, RNNs/LSTMs, Transformers, GNNs
• AI-driven Optimization & DoE
• PhysicsNeMo (formerly NVIDIA Modulus) or similar Physics-ML frameworks

Skills

AI/ML

Data Science

Physics-guided ML

CNNs

RNNs/LSTMs

Transformers

GNNs

DoE

PhysicsNeMo

Tools

PhysicsNeMo

LS-DYNA

ANSA

GNS Animator

Job description

Job Description

Experience: 3–6 Years

Budget: Up to ₹10 LPA

We are looking for AI/ML professionals to develop and implement advanced Machine Learning and Deep Learning models for engineering and automotive applications.

Mandatory Skills

• Strong hands-on experience in AI/ML and Data Science
• Physics-guided ML models
• Deep Learning architectures – CNNs, RNNs/LSTMs, Transformers, GNNs
• AI-driven Optimization & Design of Experiments (DoE)
• PhysicsNeMo (formerly NVIDIA Modulus) or similar Physics-ML frameworks

Preferred / Added Advantage

• Experience in CAE / Automotive Simulation
• Exposure to LS-DYNA, ANSA, GNS Animator or similar platforms
• Experience applying AI/ML to engineering and simulation problems s.

Interview Process

1st Round: HackerRank Test – Virtual

2nd Round: Face-to-Face Interview – Bangalore