Researcher : Vibration simulations and Structural mechanics

Bosch Group

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Pay not listed

  • Full-time
  • bengaluru, , India
  • 2d ago

Job Description

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