Researcher : Vibration simulations and Structural mechanics
Bosch · Bengaluru, India · full-time · On site · 10 days ago
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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.
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
Experience :
- 3+ years
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
- Employer
- Bosch
- Location
- Bengaluru, India · On site
- Contract
- full-time