Engineer, CAE Application

Koch; Bengaluru; On-site; INR 1,800,000 - 3,200,000; Full time

Job summary

Molex in Bengaluru is seeking a Senior Structural Engineer / Technical Lead to join our Multiphysics Simulation Group. You will fuse deep FEA expertise with surrogate modeling to deliver fast, reliable predictions that guide product-design decisions.

You will lead structural simulation programs, develop and validate surrogate models, and advance Virtual Product Qualification through credible physics-based predictions, working with cross-functional teams.

Qualifications

• Bachelor’s degree in Mechanical, Aerospace, Civil, Computational Mechanics, or a related engineering discipline.
• Demonstrated structural simulation experience with solid mechanics, FEA, nonlinear analysis, and contact mechanics.
• Hands-on experience with at least one commercial FEA solver such as Ansys Mechanical, Abaqus, LS-DYNA, Nastran, or equivalent.
• Experience building and validating surrogate or reduced-order models from simulation data.
• Programming in Python or MATLAB for model development.

Responsibilities

• Lead structural FEA programs involving quasi-static loading, impact, drop testing, pressure deformation, vibration, fatigue, and creep.
• Develop and validate surrogate models predicting stress, strain, displacement, and deformation from FEA data.
• Apply regression, response-surface, design of experiments, neural networks, and Bayesian corrections where appropriate.
• Ensure convergence, sensitivity analysis, error quantification, cross-validation, and correlation with physical test data.
• Define design-space boundaries and limitations for surrogate model reliability.
• Collaborate with product engineering teams to translate simulation insights into product-design decisions.
• Mentor engineers and strengthen structural simulation practices and standards.
• Contribute validated models to broader multiphysics and digital-twin architectures.

Skills

Finite Element Analysis

Solid Mechanics

Nonlinear Analysis

Contact Mechanics

Surrogate Modeling

Python

MATLAB

Education

Bachelor’s degree in Mechanical, Aerospace, Civil, Computational Mechanics or related field

Tools

ANSYS Mechanical

Abaqus

LS-DYNA

Nastran

Job description

Molex is seeking a Senior Structural Engineer / Technical Lead to join our Multiphysics Simulation Group in Bengaluru. In this role, you will combine deep structural FEA expertise with surrogate modeling to help transform complex simulation data into fast, reliable predictions that support product-design decisions. You will lead structural simulation programs, develop and validate surrogate models, and help advance Virtual Product Qualification through credible physics-based prediction.

Our Team

You will join the Multiphysics Simulation Group within Global Engineering Services and Predictive Engineering at Molex’s Global Technical Center in Bengaluru. The team is advancing simulation, digital twins, and AI-assisted surrogate models to reduce prototype-heavy development cycles and enable faster engineering decisions.

What You Will Do

• Lead structural FEA programs involving quasi-static loading, impact and drop testing, pressure-induced deformation, vibration, fatigue, and creep.
• Develop and validate surrogate models that predict stress, strain, displacement, and deformation from FEA training data, reducing dependence on full simulation runs during design iteration.
• Apply approaches including regression, response-surface methods, design of experiments, neural networks, and Bayesian correction techniques where appropriate.
• Establish confidence in simulation and surrogate predictions through convergence studies, sensitivity analysis, error quantification, cross-validation, and correlation with physical test data.
• Define the design-space boundaries and limitations within which surrogate models can be reliably used.
• Partner with product engineering teams across Molex businesses to translate simulation insights into product-design decisions.
• Mentor engineers and strengthen structural simulation methods, review practices, and technical standards across the team.
• Contribute validated structural prediction models to broader multiphysics and digital-twin architectures, supporting progress toward Virtual Product Qualification.

Who You Are (Basic Qualifications)

• Bachelor’s degree in Mechanical, Aerospace, Civil, Computational Mechanics, or a related engineering discipline.
• Demonstrated structural simulation experience with strong knowledge of solid mechanics, finite-element methods, nonlinear analysis, and contact mechanics.
• Hands-on experience with at least one commercial FEA solver such as Ansys Mechanical, Abaqus, LS-DYNA, Nastran, or equivalent.
• Demonstrated experience personally building and validating surrogate or reduced-order models from simulation data to predict structural responses.
• Programming experience using Python or MATLAB for model development or automation, with experience using regression, response-surface, Gaussian-process, or neural-network modeling approaches.

What Will Put You Ahead

• Master’s degree in Mechanical Engineering, Computational Mechanics, Solid Mechanics, or a related discipline.
• Experience with commercial surrogate or AI simulation platforms such as Physics AI, DEP MeshWorks, Ansys SimAI, Altair HyperStudy, Siemens HEEDS, Rescale, or Isight.
• Experience with Bayesian methods, uncertainty quantification, Physics-Informed Neural Networks, or physics-constrained machine learning.
• Experience with impact, drop-test, or crash simulation in high-reliability product applications.
• Understanding of digital-twin architectures and integration of surrogate models into multiphysics environments.
• Experience with coupled thermo-structural or electro-thermal-structural simulation.

Who We Are

As a Koch company, Molex is a leading supplier of connectors and interconnect components, driving innovation in electronics and supporting industries from automotive to health care and consumer to data communications. The thousands of innovators who work for Molex have made us a global electronics leader. Our experienced people, groundbreaking products and leading-edge technologies help us deliver a wider array of solutions to more markets than ever before.

At Koch, employees are empowered to do what they do best to make life better. Learn how our business philosophy helps employees unleash their potential while creating value for themselves and the company.

Additionally, everyone has individual work and personal needs. We seek to enable the best work environment that helps you and the business work together to produce superior results.