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
• Robust hands-on experience in AI/ML and Data Science
- Machine Learning & Deep Learning
- Python
- PyTorch / TensorFlow
- Scikit-learn, NumPy & Pandas
- Predictive & Surrogate Models
- Physics-Informed Machine Learning (PINNs)
- 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 problemss.