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Machine Learning Cfd Jobs in Tennessee (NOW HIRING)

Mechanical Design Engineer

Fairview, TN

$65K - $88K/yr

We're committed to making a positive impact on the world, providing you with diverse learning and ... In addition, access to various types of simulation software (FEA, CFD, etc.) is made available when ...

New

Mechanical Design Engineer

Fairview, TN · On-site

$65K - $88K/yr

We're committed to making a positive impact on the world, providing you with diverse learning and ... In addition, access to various types of simulation software (FEA, CFD, etc.) is made available when ...

New

We're committed to making a positive impact on the world, providing you with diverse learning and ... In addition, access to various types of simulation software (FEA, CFD, etc.) is made available when ...

Machine Learning Cfd information

What are the key skills and qualifications needed to thrive as a Machine Learning CFD (Computational Fluid Dynamics) Engineer, and why are they important?

To thrive as a Machine Learning CFD Engineer, you need a strong background in fluid dynamics, numerical methods, and machine learning, often supported by a degree in engineering, physics, or computer science. Familiarity with CFD software (such as ANSYS Fluent or OpenFOAM), programming languages like Python or C++, and machine learning frameworks (TensorFlow or PyTorch) is essential. Critical thinking, problem-solving, and effective communication are standout soft skills for interpreting data and collaborating on interdisciplinary teams. These competencies are crucial for developing innovative solutions that enhance simulation accuracy and computational efficiency in engineering projects.

How does a Machine Learning CFD professional typically collaborate with domain experts and software engineers in a project setting?

As a Machine Learning CFD (Computational Fluid Dynamics) professional, you’ll frequently collaborate with domain experts such as mechanical or aerospace engineers to ensure your models accurately reflect physical phenomena. You’ll also work closely with software engineers to integrate machine learning algorithms into simulation pipelines and optimize computational performance. Effective communication is key, as you’ll need to translate complex data-driven insights into actionable engineering solutions and vice versa. These collaborative efforts help streamline workflows, improve model accuracy, and ensure practical deployment of ML-enhanced CFD tools.

What are Machine Learning CFD jobs?

Machine Learning CFD (Computational Fluid Dynamics) jobs focus on integrating machine learning techniques with traditional fluid dynamics simulations and analyses. Professionals in this field use AI and data-driven models to accelerate simulations, improve prediction accuracy, and optimize fluid flow processes. These roles often require knowledge of both CFD principles and machine learning algorithms, and are commonly found in industries such as aerospace, automotive, and energy. Typical responsibilities include developing surrogate models for simulations, automating data analysis, and implementing deep learning approaches for complex flow problems.

What is the difference between Machine Learning CFD vs Data Scientist?

AspectMachine Learning CFDData Scientist
Required CredentialsDegree in Engineering, Computer Science, or related fields; knowledge of CFD softwareDegree in Statistics, Computer Science, or related fields; strong programming skills
Work EnvironmentEngineering firms, aerospace, automotive industries, research labsBusiness, finance, tech companies, research institutions
Industry UsageSimulation, fluid dynamics, engineering analysisData 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 Tennessee? For Machine Learning Cfd jobs in Tennessee, the most frequently searched job titles are:
What job categories do people searching Machine Learning Cfd jobs in Tennessee look for? The top searched job categories for Machine Learning Cfd jobs in Tennessee are:
What cities in Tennessee are hiring for Machine Learning Cfd jobs? Cities in Tennessee with the most Machine Learning Cfd job openings:
Mechanical Design Engineer

Mechanical Design Engineer

Marmon

Fairview, TN

$65K - $88K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 2 days ago


Marmon Holdings rating

7.7

Company rating: 7.7 out of 10

Based on 13 frontline employees who took The Breakroom Quiz


Job description

SFEG Corp.

As a part of the global industrial organization Marmon Holdings-which is backed by Berkshire Hathaway-you'll be doing things that matter, leading at every level, and winning a better way. We're committed to making a positive impact on the world, providing you with diverse learning and working opportunities, and fostering a culture where everyone's empowered to be their best.

Title: Mechanical Design Engineer
Type: Full-Time
Location: On-Site
Reporting: Position Reports to the Director of Engineering
Job Description:
We are seeking an experienced Mechanical Design Engineer to join our highly skilled engineering team. The Mechanical Design Engineer will be responsible for designing and sustaining electromechanical product lines that service multiple industries, which include marine, RV, electric motors, as well as lighting and signs. A few of the many products include electric drive motors, electric blowers, winches, jacks, transformers, and more. The diversity of marketplaces and product lines creates an exciting and ever-changing environment for the Mechanical Design Engineer to display their expertise and design skillset.
The Mechanical Design Engineer will be equipped with all the necessary tools required to perform the job at a high level. For engineering design, SolidWorks is used for all 3D modeling and detailing efforts. In addition, access to various types of simulation software (FEA, CFD, etc.) is made available when required by the project. An ERP system is used to control all bills of materials and item masters. The Mechanical Design Engineer will have access to a fully furnished engineering lab and machine shop to support product design and prototyping. Most importantly, the Mechanical Design Engineer will have great support from an experienced and highly skilled engineering team. The engineer that excels in this position will be an individual of high work ethic and character, is self-motivated, can operate under minimal supervision, maintains close attention to detail, and embodies exceptional organization and communication skills.

Expectations:

  • Work collaboratively within an engineering team of mechanical, electrical, and firmware engineers to design new products and upkeep existing product lines.
  • Work with the Director of Engineering and representatives from Sales & Marketing to accurately capture product requirements and translate those requirements into a marketable design concept.
  • Research and understand applicable design and agency standards as required.
  • Engineer and support new product designs from initial concept to manufacturing implementation.
  • Utilize SolidWorks daily for all engineering efforts.
  • Oversee and upkeep product BOM's and item master's within the ERP system.
  • Implement knowledge of various manufacturing processes including CNC machining, stamping, injection molding, die casting, and more to create products that are designed for manufacturability.
  • Clearly communicate and collaborate with various members of the purchasing team to assist in sourcing manufacturing components.
  • Provide detailed design presentations.
  • Build functional prototypes of new or improved designs as proof of concept before implementation. Prototypes are most commonly made from 3D printed and CNC machined components.
  • Test prototypes and production representative designs to ensure viability before releasing for production.
  • Analyze test results and ensure compliance with all deliverables and standards.
  • Oversee the production ramp-up and ensure design manufacturability.
  • Participate in the New Product Development Phase Gate process as well as the Engineering Change Notice (ECN) process.
  • Other duties as required.

Required Qualifications:

  • Bachelor's Degree in Mechanical Engineering or related discipline
  • Minimum 4 years of relevant experience
  • 3D modeling proficiency in SolidWorks or comparable CAD software
  • Drafting proficiency
  • Strong technical skills and understanding of engineering principles
  • Punctuality and work ethic
  • Hands-on mechanical aptitude

Preferred Qualifications:

  • Solid understanding of GD&T
  • Knowledge of manufacturing processes including injection molding, CNC machining, die casting, and sheet metal fabrication
  • Experience with 3D printing
  • Experience with various hand tools and lab equipment such as power tools, soldering equipment, measurement devices, dynamometers, etc.
  • Experience in medium to high volume manufacturing
  • Some understanding of motors and electronics

Why Join MPS?

Marmon Power Systems is a subsidiary of Marmon Holdings, Inc., a Berkshire Hathaway company, comprised of 11 industry groups, 30,000 team members, and more than 120 autonomous businesses with a total annual revenue of $12 billion.

At MPS, you will find motivated and committed colleagues that work together in a collaborative environment. All departments make it a priority to work together as a cohesive team. The work environment is both cooperative and dynamic. You will be encouraged to share your innovative ideas, and you will find support for your development. We offer a competitive compensation and benefits package, and opportunities for personal development and growth.

MPS provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.

This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.

Benefits

  • 401(k) matching
  • Medical
  • Dental
  • Vision
  • Company Paid Life Insurance
  • FSA/HSA
  • Paid Vacation
  • Paid Holidays
  • EAP Program
  • Paid Parental Leave
  • Company Paid Short-Term & Long-Term Disability

Following receipt of a conditional offer of employment, candidates will be required to complete additional job-related screening processes as permitted or required by applicable law.

We are an equal opportunity employer, and all applicants will be considered for employment without attention to their membership in any protected class. If you require any reasonable accommodation to complete your application or any part of the recruiting process, please email your request to careers@marmon.com, and please be sure to include the title and the location of the position for which you are applying.


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