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Computational Modeling Simulation Multiphysics Jobs in Tennessee

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Computational Modeling Simulation Multiphysics information

What is computational modeling simulation multiphysics?

Computational modeling simulation multiphysics refers to the use of computer-based models to simulate and analyze systems that involve multiple interacting physical phenomena—such as fluid dynamics, heat transfer, electromagnetics, and structural mechanics—all at once. This approach allows researchers and engineers to predict complex real-world behavior, optimize designs, and reduce the need for expensive prototypes. Multiphysics simulations are widely used in industries like aerospace, automotive, energy, and biomedical engineering, where accurate modeling of coupled physical processes is critical.

What are common challenges faced by professionals in computational modeling simulation multiphysics, and how can they be addressed?

One of the main challenges in Computational Modeling Simulation Multiphysics roles is managing the complexity of integrating multiple physical phenomena, such as thermal, structural, and fluid dynamics, into a single simulation. This often requires a deep understanding of both the underlying physics and the numerical methods used by simulation software. Collaborating closely with domain experts and maintaining clear communication within multidisciplinary teams can help address these challenges. Additionally, staying updated with advances in simulation tools and best practices through continuous learning is key to overcoming technical hurdles and ensuring accurate results.

What are the key skills and qualifications needed to thrive as a computational modeling simulation multiphysics engineer, and why are they important?

A strong background in physics, engineering, mathematics, and computational science—typically with an advanced degree—is essential for a Computational Modeling Simulation Multiphysics Engineer. Proficiency in simulation software such as ANSYS, COMSOL Multiphysics, MATLAB, and programming languages like Python or C++ is commonly required, along with familiarity with high-performance computing environments. Analytical thinking, problem-solving skills, and effective communication set standout professionals apart in this field. These capabilities enable accurate modeling of complex physical phenomena, efficient collaboration, and successful project outcomes in research and industry settings.

What is the difference between Computational Modeling Simulation Multiphysics vs Computational Engineer?

AspectComputational Modeling Simulation MultiphysicsComputational Engineer
CredentialsTypically requires degrees in engineering, physics, or related fields; certifications in simulation software are commonSimilar educational background; often holds engineering degrees and software certifications
Work EnvironmentPrimarily in R&D labs, engineering firms, or manufacturing settings focusing on complex simulationsInvolved in product development, software development, or systems design in various industries
Industry UsageUsed in aerospace, automotive, energy, and manufacturing for advanced simulationsApplied across industries for designing, analyzing, and optimizing systems and products

While both roles involve computational skills and engineering principles, Computational Modeling Simulation Multiphysics specializes in complex, multi-physics simulations, whereas Computational Engineer focuses on designing and implementing computational solutions across various engineering projects.

What are popular job titles related to Computational Modeling Simulation Multiphysics jobs in Tennessee?

For Computational Modeling Simulation Multiphysics jobs in Tennessee, the most frequently searched job titles are:

What job categories do people searching Computational Modeling Simulation Multiphysics jobs in Tennessee look for?

The top searched job categories for Computational Modeling Simulation Multiphysics jobs in Tennessee are:

What cities in Tennessee are hiring for Computational Modeling Simulation Multiphysics jobs?

Cities in Tennessee with the most Computational Modeling Simulation Multiphysics job openings:

Infographic showing various Computational Modeling Simulation Multiphysics job openings in Tennessee as of September 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.

Design Engineer III - Simulation

Chattanooga, TN • On-site

Mueller Water Products
Manufacturing • 1 - 5K employees

$79K - $109K/yr

Other

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 29 days ago


Mueller Water Products rating

9.0

Company rating: 9.0 out of 10

Based on 11 frontline employees who took The Breakroom Quiz


Job description

Design Engineer III – Simulation

Mueller Water Products, Inc. is a leading manufacturer of flow control devices for the water and gas distribution industries. An immediate opening is available for a Design Engineer III – Simulation to independently perform finite element analysis (FEA) and computational fluid dynamics (CFD) simulations to support the design, validation, and optimization of mechanical components and assemblies.

Primary Responsibilities
  • Independently perform FEA and CFD analyses, including model setup, meshing, boundary condition definition, solving, and post‑processing.
  • Evaluate mechanical components and assemblies subjected to static and dynamic loading, thermal effects, pressure, and flow conditions.
  • Apply established modeling practices and methodologies to standard and moderately complex simulation problems.
  • Support design decisions by delivering clear, well‑documented analysis results to design, manufacturing, and project teams.
  • Produce formal engineering analysis reports for internal use, documenting assumptions, methods, limitations, and conclusions.
  • Maintain quality standards for regulated or quality‑critical applications (nuclear, BPVC, energy/power generation markets).
  • Contribute to DFMEA sessions with cross‑functional teams and provide peer review of simulation work.
  • Identify and communicate technical risks related to simulation results.
  • Support continuous improvement of simulation standards, best practices, and workflow efficiency.
Required Skills & Experience
  • Strong communication and technical presentation skills.
  • Excellent analytical and problem‑solving skills.
  • Sound engineering judgment within known modeling frameworks.
  • Bachelor’s Degree in Mechanical Engineering or related discipline.
  • Typically 7+ years of progressive experience performing FEA and/or CFD in industrial or mechanical design environments.
  • Expert‑level proficiency in at least one simulation platform: ANSYS Mechanical, ANSYS Fluent/CFX, SolidWorks Simulation, SolidWorks Flow Simulation, Abaqus, or COMSOL.
  • Experience working in a team‑oriented, collaborative environment.
  • Working knowledge of testing methodologies, testing processes, and standards.
  • GD&T knowledge.
  • Six Sigma Black Belt or Green Belt (preferred).
  • FE/EIT or PE certification (preferred).
Preferred Qualifications
  • Advanced degree (MS or PhD) in Mechanical Engineering or related field.
  • Experience with MATLAB and/or Python for post‑processing, validation, or workflow automation.
Salary & Benefits

Salary range: $79,709 – $109,587 USD. The compensation range reflects a good‑faith estimate of starting base pay for full‑time (40hours per week) employment as of the date of posting. Individual compensation may vary depending on role, professional experience, job‑related skills, achievements, and/or work location.

Benefits include medical, dental, and vision insurance; 401(k) plan with 5% company match; Employee Stock Purchase Plan (ESPP); short‑term and long‑term disability benefits; vacation; 100% paid parental leave; tuition reimbursement program; student debt retirement matching; well‑being program; Employee Assistance Program (EAP); company‑provided life insurance; supplemental insurance at group rates, and more.

Equal Employment Opportunity & E‑Verify

Mueller Water Products, Inc., as well as its subsidiaries, are equal employment employers. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, gender identity, and/or expression), age, national origin, disability, citizenship status (except as authorized by law), protected veteran status, genetic information, and any other characteristic protected by federal, state or local law. In keeping with its obligations under applicable federal, state and local law, Mueller will make reasonable accommodations for qualified individuals with disabilities. To request a reasonable accommodation at any time during the application or interview process, please contact a member of the Human Resources Department.

This employer participates in E‑Verify. The system compares information from an employee’s Form I‑9, Employment Eligibility Verification, to data from the U.S. Department of Homeland Security and Social Security Administration records.

Accommodation: If you require accommodations during any stage of the application or interview process, please let us know. We are happy to work with you to meet your needs.

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