About the role
Roles & Responsibilities :
The focus is set on advanced simulation of vibration and structural mechanics and identifying material properties and their behavior under thermal loads.
You will have to develop improved modeling strategies for vibration of automotive and industrial components considering material properties under various thermal loads
You’ll have to leverage your skills and knowledge of vibration mechanics and material science to build the requisite models and perform the required simulations.
You’ll be required to perform the necessary scripting, coding and linting tasks for various related 3D multi-physics models.
Furthermore, for efficiency and accuracy improvements as required you’ll have to combine physics-based models with AI/ML approaches.
You will work in international teams and perform necessary development/implementation to accomplish the tasks.
Educational qualification:
- Mtech, PhD in Material Science, Civil, Mechanical, Aerospace Engineering from top national and international institutes like IISc Bangalore, IIT Madras, IIT Kanpur, IIT Kharagpur, IIT Delhi
Experience :
- 3+ years
Mandatory/requires Skills :
Sound knowledge in vibration modelling, solid & structural mechanics
Excellent knowledge of material science and Engineering specially related to vibration fatigue
Excellent fundamentals of numerical methods and algorithms especially Finite Element Methods
Excellent programming skills in python is non-negotiable
Proficiency in Abaqus tool
Good understanding of ordinary and partial differential equations
Good presentation and communication skills
Knowledge and experience of working with AI/ML tools and methods, neural networks, random forest, xgboost, gpr, PINNs, Operator learning and optimization schemes
Preferred Skills :
Understanding and hands on experience of LLMs and agentic frameworks is a good to have skill, but if the mandatory skills listed above are not there then this won’t help for the role