Implement AI, machine learning, surrogate modeling, and automation concepts to improve modeling productivity and accessibility. Professional Experience Highlights * Lead CFD and computational ...
Implement AI, machine learning, surrogate modeling, and automation concepts to improve modeling productivity and accessibility. Professional Experience Highlights * Lead CFD and computational ...
Implement AI, machine learning, surrogate modeling, and automation concepts to improve modeling productivity and accessibility. Professional Experience Highlights * Lead CFD and computational ...
Implement AI, machine learning, surrogate modeling, and automation concepts to improve modeling productivity and accessibility. Professional Experience Highlights * Lead CFD and computational ...
Strong background in machine learning and the utilization of AI in engineering * Exposure to FEA/CFD/process simulations with commercial CAD and simulation tools * Leadership experience or exposure ...
Strong background in machine learning and the utilization of AI in engineering * Exposure to FEA/CFD/process simulations with commercial CAD and simulation tools * Leadership experience or exposure ...
Strong background in machine learning and the utilization of AI in engineering * Exposure to FEA/CFD/process simulations with commercial CAD and simulation tools * Leadership experience or exposure ...
Strong background in machine learning and the utilization of AI in engineering * Exposure to FEA/CFD/process simulations with commercial CAD and simulation tools * Leadership experience or exposure ...
Design Engineer
Sidney, OH · On-site
Nimble Learning * Decision Quality REQUIRED EDUCATION, EXPERIENCE & SKILLS: * Bachelor's degree in ... FEA, CFD or other analysis. * Proven track record of innovative and patentable ideas * Knowledge of ...
Design Engineer
Sidney, OH · On-site
Nimble Learning * Decision Quality REQUIRED EDUCATION, EXPERIENCE & SKILLS: * Bachelor's degree in ... FEA, CFD or other analysis. * Proven track record of innovative and patentable ideas * Knowledge of ...
Design Engineer
Sidney, OH · On-site
Nimble Learning * Decision Quality REQUIRED EDUCATION, EXPERIENCE & SKILLS: * Bachelor's degree in ... FEA, CFD or other analysis. * Proven track record of innovative and patentable ideas * Knowledge of ...
Design Engineer
Sidney, OH · On-site
Nimble Learning * Decision Quality REQUIRED EDUCATION, EXPERIENCE & SKILLS: * Bachelor's degree in ... FEA, CFD or other analysis. * Proven track record of innovative and patentable ideas * Knowledge of ...
Machine Learning Cfd information
What is a machine learning CFD?
How does a machine learning CFD professional typically collaborate with domain experts and software engineers in a project setting?
What are the key skills and qualifications needed to thrive as a machine learning CFD engineer, and why are they important?
What is the difference between Machine Learning CFD vs Data Scientist?
| Aspect | Machine Learning CFD | Data Scientist |
|---|---|---|
| Required Credentials | Degree in Engineering, Computer Science, or related fields; knowledge of CFD software | Degree in Statistics, Computer Science, or related fields; strong programming skills |
| Work Environment | Engineering firms, aerospace, automotive industries, research labs | Business, finance, tech companies, research institutions |
| Industry Usage | Simulation, fluid dynamics, engineering analysis | Data analysis, predictive modeling, business insights |
Machine Learning CFD focuses on applying machine learning techniques to computational fluid dynamics simulations, often within engineering contexts. Data Scientists analyze large datasets to extract insights and build predictive models across various industries. While both roles require programming skills and a strong analytical background, Machine Learning CFD emphasizes simulation and engineering applications, whereas Data Scientists focus on data-driven decision-making across diverse sectors.
What are popular job titles related to Machine Learning Cfd jobs in Ohio?
For Machine Learning Cfd jobs in Ohio, the most frequently searched job titles are:
- Japanese Mechanical Engineer
- Gear Design Engineer
- Part Time Computational Mechanics Engineer
- Industrial Design Engineer
- Contract Mechanical Design Engineer
- Senior Mechanical Engineer Contract
- Senior Mechanical Engineer Automotive
- Trane Technologies Trane Mechanical Engineer
- Agricultural Mechanical Engineer
- Hourly Online Mechanical Engineer
What job categories do people searching Machine Learning Cfd jobs in Ohio look for?
The top searched job categories for Machine Learning Cfd jobs in Ohio are:
What cities in Ohio are hiring for Machine Learning Cfd jobs?
Cities in Ohio with the most Machine Learning Cfd job openings:
Advanced Engineer R & D: CFD Modeling & Simulation
Granville, OH • On-site
7.8
Based on 104 frontline employees who took The Breakroom Quiz
175th of 544 rated manufacturers
People enjoy working here
Good employer
Paid breaks
Respectful managers
Uninterrupted breaks
Full-time
Re-posted 6 days ago
Job description
Recognized for modeling capability through standardized workflows, validated modeling methods, automation, external technical partnerships, and digital engineering practices. Effective cross-functional partner across R&D, operations, engineering, capital delivery, and business teams, with a strong track record of influencing technical direction and enabling model-based decision making.
Technical Expertise
Champion Safety and Owens Corning Values
- Demonstrate an uncompromising commitment to safety.
- Ensure appropriate use of data, models, and engineering recommendations.
- Foster a culture of: Caring, Curious, Collaborative, Committed
- Model inclusive leadership and strong technical stewardship.
Computational Fluid Dynamics and Physics-Based Modeling
- Develop and apply high-fidelity CFD models for fluid flow, heat transfer, turbulence, multiphase systems, combustion, mixing, particle transport, and material processing.
- Use simulation to evaluate process design, operating windows, scale-up risk, manufacturing performance, and product/process innovation opportunities.
- Translate model outputs into clear engineering recommendations for technical and business stakeholders.
- Build validated modeling approaches by connecting simulation results with experimental, lab, pilot, and manufacturing data.
- Apply digital engineering methods to reduce physical testing, shorten development cycles, and improve decision confidence.
- Demonstrate familiarity with structural modeling concepts and the ability to connect CFD insights with structural, thermal-mechanical, or materials performance considerations where appropriate.
- Use Simulation Data Management (SDM) tools and practices to organize simulation data, capture new modeling concepts, preserve learnings, and improve accessibility of validated methods across teams.
- Implement AI, machine learning, surrogate modeling, and automation concepts to improve modeling productivity and accessibility.
Professional Experience Highlights
- Lead CFD and computational modeling efforts supporting new product development, process innovation, manufacturing troubleshooting, capital project design, and customer-facing technical challenges.
- Partner with cross-functional teams to identify high-value modeling opportunities and prioritize simulation work based on business impact, technical risk, and urgency.
- Create reusable modeling workflows, templates, validation practices, and automation approaches to improve modeling speed, quality, and scalability.
- Mentor engineers and scientists in CFD fundamentals, simulation methodology, model validation, and interpretation of results.
- Contribute to advanced modeling roadmaps, digital transformation initiatives, and enterprise adoption of simulation-first engineering practices.
External Technical Ecosystem and Capability Building
- Establish and manage technical partnerships with universities, national laboratories, software vendors, engineering consultants, research institutes, and global contractor resources.
- Define modeling scopes of work, technical deliverables, quality expectations, and validation standards for external simulation partners.
- Evaluate emerging computational technologies and identified opportunities to strengthen enterprise modeling capability.
- Leverage external expertise to accelerate innovation, expand CFD capacity, and access specialized computational methods.
Education and Qualifications
- Advanced degree in Mechanical Engineering, Chemical Engineering, Aerospace Engineering, Materials Science, Applied Physics, or related engineering discipline.
- 10+ years of experience applying CFD and computational modeling to industrial engineering, product development, manufacturing, or process technology challenges.
- Deep technical foundation in fluid mechanics, heat transfer, turbulence modeling, numerical methods, multiphase flow, combustion, particle transport, and transport phenomena.
- Demonstrated success leading technically complex modeling projects with measurable business impact.
- Strong ability to communicate complex simulation insights to technical experts, operations teams, business leaders, and cross-functional stakeholders.
Technical Skills
- CFD Platforms: ANSYS Fluent, ANSYS CFX, STAR-CCM+, COMSOL, OpenFOAM
- Programming and Automation: Python, MATLAB, workflow automation, scripting, model templating
- Methods: Turbulence modeling, conjugate heat transfer, multiphase flow, combustion, particle tracking, mixing, transport phenomena, scale-up modeling
- Digital Engineering: Digital twins, surrogate models, machine learning workflows, simulation-data integration, model validation
- Simulation Data Management: SDM platforms, simulation data organization, model traceability, knowledge capture, reusable workflows, and concept documentation
- Business Applications: Manufacturing optimization, process troubleshooting, capital project support, innovation acceleration, technical risk reduction
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About Owens Corning
Owens Corning is a branded building products leader with three complementary market-leading businesses providing roofing, insulation, and doors primarily for residential markets in North America and Europe. The company operates with an integrated go-to-market strategy and a unique set of OC Advantages™ - including its iconic brand, unparalleled commercial strength, leading technology, and winning cost position - to help customers win and grow in the market. Owens Corning is committed to helping build better and achieve more through winning partnerships, leading performance, and engaging people. Founded in 1938 and headquartered in Toledo, Ohio, Owens Corning is listed on the New York Stock Exchange (NYSE: OC). For more information, visit www.owenscorning.com.
Owens Corning is an equal opportunity employer. Except in limited circumstances such as formal apprenticeship programs, Owens Corning does not employ anyone under the age of 18.
About OWENS CORNING
Sourced by ZipRecruiter
Owens Corning (OC) develops, manufactures and markets insulation, roofing, and fiberglass composites. Global in scope and human in scale, the company's market-leading businesses use their deep expertise in materials, manufacturing and building science to develop products and systems that save energy and improve comfort in commercial and residential buildings. Through its glass reinforcements business, the company makes thousands of products lighter, stronger and more durable. Ultimately, Owens Corning people and products make the world a better place. Based in Toledo, Ohio, Owens Corning posted 2017 sales of $6.4 billion and employs 19,000 people in 37 countries. It has been a Fortune 500® company for 64 consecutive years. For more information, please visit www.owenscorning.com. A career at Owens Corning offers the ability to enhance your expertise and achieve your personal and professional aspirations. Through it all, we'll empower you with an environment that encourages open communication and big ideas, competitive pay for your performance, comprehensive benefits, and more opportunities to make your impact.
Industry
Construction materials wholesalers
Company size
10,000+ Employees
Headquarters location
Toledo, OH, US
Website
What Owens Corning employees say
Pay
Benefits
Hours and flexibility
Workplace
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