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Phase Field Simulation Jobs (NOW HIRING)

AI HARDWARE ENGINEER

Santa Clara, CA · On-site

$143K - $189K/yr

... phase-field modeling). * Additional Skills: * Familiarity with MLOps, HPC environments, and cloud deployment. * Proven experience (code repos, publications) bridging simulation software, hardware ...

Create and refine process simulation tools using methods such as finite element, finite difference, cellular automata, and phase-field modeling to predict thermal and mechanical behavior. * Integrate ...

Create and refine process simulation tools using methods such as finite element, finite difference, cellular automata, and phase-field modeling to predict thermal and mechanical behavior. * Integrate ...

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Phase Field Simulation information

What is the difference between Phase Field Simulation vs Materials Scientist?

AspectPhase Field SimulationMaterials Scientist
CredentialsTypically requires a PhD in materials science, physics, or engineering with experience in computational modelingUsually holds a PhD or Master's in materials science, chemistry, or related fields, with research experience
Work EnvironmentPrimarily research labs, simulation software development, computational modelingResearch labs, industry R&D, academia, often combining experiments and analysis
Industry UsageUsed in materials design, phase transformation studies, and computational materials scienceApplied in developing new materials, failure analysis, and material characterization

While both roles involve materials science, Phase Field Simulation focuses on computational modeling of microstructural evolution, whereas Materials Scientists conduct experimental and theoretical research to develop and analyze materials. They often collaborate but serve different functions within the materials industry.

What are the key skills and qualifications needed to thrive as a Phase Field Simulation Engineer, and why are they important?

To thrive as a Phase Field Simulation Engineer, you need a strong background in materials science, computational physics, and mathematical modeling, often supported by an advanced degree in a related field. Familiarity with simulation software like COMSOL Multiphysics, MATLAB, and programming languages such as Python or C++ is typically required. Analytical thinking, attention to detail, and effective communication are valuable soft skills for interpreting results and collaborating with multidisciplinary teams. These skills and qualities are crucial for developing accurate models, solving complex materials problems, and advancing research or industrial applications.

What is phase field simulation?

Phase field simulation is a computational technique used to model the evolution of microstructures in materials, such as solidification, phase transformations, or crack propagation. It involves solving mathematical equations that describe how different phases or structures evolve over time under various physical conditions. This method is widely used in materials science and engineering because it can capture complex interface dynamics without explicitly tracking the boundaries between phases. Researchers use phase field simulations to predict material behavior, optimize processes, and design new materials with desired properties.

What are some common challenges faced by professionals working in phase field simulation roles?

Professionals in phase field simulation often encounter challenges such as managing large-scale computational models, ensuring simulation accuracy, and interpreting complex results. Collaborating closely with interdisciplinary teams—including materials scientists, engineers, and software developers—is essential to translate simulation outcomes into practical applications. Staying updated with the latest advances in computational methods and hardware can also be demanding, but it is key for delivering efficient and innovative solutions in this field.
Infographic showing various Phase Field Simulation job openings in the United States as of June 2026, with employment types broken down into 25% Full Time, and 75% Part Time. Highlights an 90% Physical, 3% Hybrid, and 7% Remote job distribution.

Materials Analysis Engineer - Computational and Modeling Focus

Vulcan Elements

Durham, NC

Full-time

Posted 19 days ago


Job description

About Vulcan Elements

Vulcan Elements is manufacturing American rare-earth permanent magnets for a secure, resilient future. With a focus on national security and economic resiliency, we serve critical industries such as defense, aerospace, and automotive powering a high-technology future. Vulcan Elements is building a team of ambitious professionals committed to Mission Focus, Technical Excellence and Transparency.

As a Materials Analysis Engineer – Computational and Modeling Focus, you will utilize modeling and computational tools to support the development and optimization of materials and processes for rare-earth permanent magnet manufacturing. You will routinely work as part of cross-functional teams to support R&D and manufacturing operations, applying simulation and analysis techniques to solve complex materials engineering challenges.


Responsibilities
  • Develop and execute computational models and simulations to support materials development and process optimization, including atomic simulations, phase field modeling, density functional theory (DFT), and finite element analysis (FEA).
  • Apply materials and process modeling techniques to evaluate and improve manufacturing processes for NdFeB permanent magnets.
  • Collaborate with cross-functional teams across R&D, manufacturing, and quality to translate modeling insights into actionable process improvements.
  • Perform and interpret results from materials analytical methods such as electron microscopy, metallography, and chemical analysis to validate and inform computational models.
  • Leverage machine learning tools and data-driven approaches for the analysis and exploration of material properties and process–property relationships.
  • Develop and maintain simulation workflows using tools such as ANSYS and other relevant computational packages.
  • Communicate findings through technical reports, presentations, and publications as appropriate.
  • Stay current with advances in computational materials science and identify opportunities to apply emerging methods to company objectives.

Responsibilities and tasks outlined are not exhaustive and may change as determined by the needs of the business

Qualifications
  • Bachelor's degree or higher in materials science, materials engineering, or metallurgy. Closely related fields may be considered for exceptional candidates.
  • Solid understanding of fundamental materials properties, behavior, diffusion, and phase transformations.
  • Demonstrated experience using one or more of the following for materials analysis or design simulations: atomic simulations, phase field modeling, density functional theory, or finite element analysis.

Must be a U.S. Person due to required access to U.S. export-controlled information or facilities.

Desired Skills
  • Hands-on experience with materials analytical methods such as electron microscopy, metallography, and chemical analysis.
  • Experience using machine learning tools for analysis and exploration of material properties.
  • Experience applying materials and process modeling in a manufacturing or industrial setting.
  • Familiarity with a variety of analyses and packages within ANSYS.
  • Experience performing density functional theory (DFT) calculations.