Jobs / India / Robert Bosch LLC
Researcher : Vibration simulations and Structural mechanics
Robert Bosch LLC · 🌍 bengaluru, IN
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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