Freudenberg Nonwovens, LP

Materials Informatics Scientist

Freudenberg Nonwovens, LP • $110K — $130K *
Howell, MI 48843In-Person
Pharmaceuticals & Biotech
Less than 5 years of experience
Today
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Job Overview by Ladders

Qualifications

  • PhD or equivalent experience in materials science or related field.
  • 3+ years of experience in computational methods for material and product design.
  • Strong knowledge of materials science fundamentals and characterization.
  • Experience with cheminformatics and Generative AI/ML tools.
  • Proficiency in programming languages such as Python and C/C++.
  • Ability to work independently and within a team.
  • Strong communication and stakeholder engagement skills.

Responsibilities

  • Lead generative AI and physics-informed machine learning activities for product and material design.
  • Develop advanced models to aid product development for sustainable solutions.
  • Analyze and interpret materials data using statistical and data mining techniques.
  • Propose and execute project concepts while collaborating on model development.
  • Identify and prioritize materials candidates for investigation and development.
  • Work with internal and external experts to deliver impactful solutions.
  • Communicate diverse results to technical and non-technical audiences.

Benefits

  • Collaborative work environment across geographic locations.
  • Opportunities to work on high-impact, innovative projects.
  • Exposure to cutting-edge technologies in AI and materials science.
  • Potential travel for international collaboration and networking.
Full Job Description
Responsibilities:

  • Leads activities in generative AI and physics-informed machine learning for product, formulation, material/process discovery and design.
  • Develop advanced data-driven and physics-based models to guide and accelerate the development of products, materials and processes for sustainable solutions and new mobility applications.
  • Analyze and interpret materials data using advanced statistical and data mining techniques.
  • Propose, execute and defend project concepts; collaborate and plan experimental campaigns for model development, validation and deployment with Freudenberg Business Groups.
  • Identify and prioritize promising materials candidates for further investigation and development.
  • Work with a diverse range of experts, both internal and external, for developing high business impact solutions.
  • Communicate results through reports and presentations to diverse audiences (both technical and non-technical), including C level.
  • Collaborate effectively with materials scientists, engineers, and other researchers across geographic locations.
  • Collaborates with industry or academic specialists to apply the results of research and develop new techniques.


Qualifications:

  • PhD or equivalent experience in materials science, chemistry, chemical engineering, data science, computer science, physics, mechanical engineering, or a related field.
  • Minimum 3+ years of experience in computational methods for material and product design, either in industry or academia.
  • Strong knowledge of materials science fundamentals, including structure-property relationships, materials characterization, and the principles governing material properties and behavior.
  • Experience with cheminformatics, materials informatics, Generative AI, ML tools for accelerating multiscale and multiphysics simulations.
  • Proficiency in programming languages like Python, Julia, C/C++, and familiarity with SQL, MySQL, MongoDB, Flask, Azure, or other cloud technologies.
  • Ability to work independently and as part of a team.
  • Strong communication and stakeholder engagement skills.
  • International outlook and willingness to travel as a plus.
  • Excellent analytical, problem/situation analysis, and critical thinking skills
  • Ability to manage multiple projects and meet deadlines in a fast-paced, globally matrixed environment.


Chem-Trend Limited Partnership

About Freudenberg Nonwovens, LP

Freudenberg Nonwovens is a leading manufacturer of nonwoven fabrics for a variety of industries, including automotive, construction, filtration, healthcare, and hygiene. The company's products are used in a wide range of applications, from air and liquid filtration to wound care and feminine hygiene. Freudenberg Nonwovens is a subsidiary of the Freudenberg Group, a global technology company with operations in more than 60 countries. The company was founded in 1849 and is headquartered in Weinheim, Germany. Freudenberg Nonwovens has manufacturing facilities in North America, Europe, and Asia.
Learn more about Freudenberg Nonwovens, LP
Size
2,000 employees
Industry
Manufacturing & Automotive
* Ladders Estimates

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