Modeling Engineer

As a Modeling Engineer, you will develop and refine advanced finite element models to support structural, thermal, and materials-focused analyses. You will run complex simulations, interpret results, and turn those insights into practical design guidance. You will collaborate with teams and material scientists to align modeling approaches with real-world testing, improve predictive accuracy, and influence product development. You will also apply optimization methods, support validation efforts, and give your findings through reports and presentations.

Key Responsibilities

• Lead the development, validation, and enhancement of high-fidelity finite element models for mechanics analysis and potentially heat conduction analysis. Produce advanced model that capture multi-physics coupling, material nonlinearity, and complex boundary interactions.

• Develop and guide linear/nonlinear structural, thermal, impact, and fatigue analyses using commercial FEA tools (e.g., ABAQUS, ANSYS, LS-DYNA, COMSOL). Interpret simulation outcomes with scientific rigor to uncover fundamental failure mechanisms, improve design decisions, and establish predictive design guidelines.

• Develop and calibrate constitutive models for metals, polymers, composites, or coatings based on experimental data. Implement custom material subroutines (e.g., UMAT/VUMAT).

• Lead research efforts in model accuracy improvement, numerical stability, and computational efficiency. Explore latest numerical methods (e.g., cohesive zone modeling, phase-field fracture, multi-scale modeling) to expand simulation capabilities.

• Data-Driven & Hybrid Modeling: Integrate data analytics, machine learning, and statistical inference techniques with traditional FEA to build hybrid physics-ML models. Develop surrogate models, reduced-order representations, or Gaussian Process regressors to accelerate simulation cycles and support uncertainty quantification. Use experimental databases and simulation data to extract governing relationships, automate parameter calibration, and ensure predictive digital twins.

• Collaborate with material scientists to design validation experiments, compare simulation predictions to physical test results, and refine models for improved accuracy and predictive power.

• Work with design, manufacturing, and product development teams to translate engineering insights into applicable design or process changes.

• Prepare technical documentation, analysis reports, and presentations summarizing modeling work.

Qualifications

• A Ph.D. in mechanical engineering, aerospace engineering, or related technical subject, with CAD and FEA course studies, hands-on experience with Abaqus and Ansys tools with 1+ year related experience. OR

• An MS degree in mechanical engineering, aerospace engineering, or related technical subject, with CAD and FEA course studies, hands-on experience with Abaqus and Ansys tools with 5+ years related experience.

• Record of accomplishments as FEA guide: publications and conference presentations.

• Hands-on laboratory experience on mechanical experimental techniques.

• Proficiency in using commercial CAD tools.

• Must be a U.S. Person as defined by U.S. export control regulations (i.e., U.S. citizen or lawful permanent resident) to comply with government project

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About us:

Here at PPG we make it happen, and we seek candidates of the highest integrity and professionalism who share our values, with the commitment and drive to strive today to do better than yesterday - everyday.

PPG: WE PROTECT AND BEAUTIFY THE WORLD

Through leadership in innovation, sustainability and color, PPG helps customers in industrial, transportation, consumer products, and construction markets and aftermarkets to enhance more surfaces in more ways than does any other company. To learn more, visit www.ppg.com and follow @ PPG on Twitter.

The PPG Way

Every single day at PPG:

We partner with customers to create mutual value.

We are "One PPG" to the world.

We trust our people every day, in every way.

We make it happen.

We run it like we own it.

We do better today than yesterday - everyday.

PPG provides equal opportunity to all candidates and employees. We offer an opportunity to grow and develop your career in an environment that provides a fulfilling workplace for employees, creates an environment for continuous learning, and embraces the ideas and diversity of others. All qualified applicants will receive consideration for employment without regard to sex, pregnancy, race, color, creed, religion, national origin, age, disability status, marital status, veteran status, sexual orientation, gender identity or expression. If you need assistance to complete your application due to a disability, please email recruiting@ppg.com.

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Benefits will be discussed with you by your recruiter during the hiring process.

Los rangos salariales y beneficios de PPG pueden variar segun la ubicacion, lo que nos permite compensar a los empleados de manera competitiva en diferentes mercados geograficos. PPG considera varios factores al tomar decisiones sobre compensacion, que incluyen entre otros, conjuntos de habilidades, experiencia y capacitacion, calificaciones y educacion, licencias y certificaciones, y otras necesidades de la organizacion. Tambien pueden aplicarse otros incentivos.

Nuestros programas de beneficios para empleados estan disenados para apoyar la salud y el bienestar de nuestros empleados. La cobertura y los beneficios del seguro se ajustaran a los terminos y condiciones de los planes aplicables y de los documentos rectores asociados al plan.