... or machine learning is desired -Experience in wind tunnel testing to include test planning, data reduction, and CFD model verification and validation to test data -CFD Flow Solver and related ...
... or machine learning is desired -Experience in wind tunnel testing to include test planning, data reduction, and CFD model verification and validation to test data -CFD Flow Solver and related ...
Building and refining high-fidelity aerodynamic simulation models using wind tunnel, CFD, and other ... Machine learning and large-scale data analysis Education and Experience Requirements Bachelor ...
Building and refining high-fidelity aerodynamic simulation models using wind tunnel, CFD, and other ... Machine learning and large-scale data analysis Education and Experience Requirements Bachelor ...
Building and refining high-fidelity aerodynamic simulation models using wind tunnel, CFD, and other ... Machine learning and large-scale data analysis Education and Experience Requirements Bachelor ...
Building and refining high-fidelity aerodynamic simulation models using wind tunnel, CFD, and other ... Machine learning and large-scale data analysis Education and Experience Requirements Bachelor ...
Building and refining high-fidelity aerodynamic simulation models using wind tunnel, CFD, and other ... Machine learning and large-scale data analysis Education and Experience Requirements Bachelor ...
Building and refining high-fidelity aerodynamic simulation models using wind tunnel, CFD, and other ... Machine learning and large-scale data analysis Education and Experience Requirements Bachelor ...
Building and refining high-fidelity aerodynamic simulation models using wind tunnel, CFD, and other ... Machine learning and large-scale data analysis Education and Experience Requirements Bachelor ...
Building and refining high-fidelity aerodynamic simulation models using wind tunnel, CFD, and other ... Machine learning and large-scale data analysis Education and Experience Requirements Bachelor ...
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?
| 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 Georgia? For Machine Learning Cfd jobs in Georgia, the most frequently searched job titles are:
What job categories do people searching Machine Learning Cfd jobs in Georgia look for? The top searched job categories for Machine Learning Cfd jobs in Georgia are:
What cities in Georgia are hiring for Machine Learning Cfd jobs? Cities in Georgia with the most Machine Learning Cfd job openings:
Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 22 days ago
Lockheed Martin rating
8.1
Based on 377 frontline employees who took The Breakroom Quiz
33rd of 59 rated aerospace companies
Job description
Job Description
You will be the Internal Flowpath Design Engineer - Propulsion for the Propulsion Systems Team which is responsible for designing and optimizing propulsion flowpaths.
What You Will Be Doing
As the Internal Flowpath Design Engineer - Propulsion you will be responsible for creating high-performance internal flowpaths for aircraft and missile propulsion systems, performing CFD analyses, and developing CAD models that translate into reliable hardware.
Your responsibilities will include:
What's In It For You
We are committed to supporting your work-life balance and overall well-being, offering flexible scheduling options. Learn more about Lockheed Martin's comprehensive benefits package here. Do you want to be part of a culture that empowers employees to think big, lead with a growth mindset, and make the impossible a reality? We provide the resources and flexibility you need to stay inspired, focused, and enjoy the work you love.
Who You Are
You are an analytical engineer with a passion for fluid dynamics and a proven track record in CFD and CAD. You thrive in collaborative environments, communicate technical concepts clearly, and are driven to deliver solutions that push the boundaries of propulsion performance.
Further Information About This Opportunity
MUST BE A U.S. CITIZEN - This position is located at a facility that requires special access. The selected candidate must possess an active Interim Secret clearance to start.
This position is in Marietta, GA • Discover Marietta.
Basic Qualifications
-Degree in Aerospace or Mechanical Engineering or related field.
-Application of CFD meshing and flow solver tools to solve aerodynamic problems in a parallel, high performance computing environment.
-Experience in internal flowpath design to include inlets, nozzles, and/or secondary air systems. Capable of using CFD results to optimize a flowpath for subsonic and supersonic applications.
-Experience with advanced surface modeling and lofting in a CAD software package (CATIA, Siemens NX)
Desired skills
-Ph.D. with a focus on Computational Fluid Dynamics OR a Master's degree with at least 3 years of experience in internal flowpath analysis and design.
-Experience in refining and optimizing flowpath geometry for key performance parameters while minimizing the effects of phenomena such as distortion, buzz, and various loss mechanisms
-Experience in data science, data analytics, multi-fidelity/surrogate modeling, and/or machine learning is desired
-Experience in wind tunnel testing to include test planning, data reduction, and CFD model verification and validation to test data
-CFD Flow Solver and related software development, analysis validation testing, code release and maintenance
-Experience with state-of-the-art parallel computing techniques including distributed computing, algorithm optimization, or benchmarking is highly desired
-Experience with modeling advanced aerodynamics such as hypersonic, aero-optic or turbulent flow (RANS, DES, LES)
-Experience in building, compiling, and debugging complex Fortran (current and legacy versions), C/C++, Python, or similar language code in a Linux/Unix environment.
-Strong working knowledge of tools and libraries available for the Linux operating system.
-Demonstrated willingness to diversify skills by staying informed of state-of-the-art developments, experimenting with and championing new technologies and recommending improvements to existing techniques and procedures
-Ability to understand complex engineering principles to effectively communicate with users, understand their work, and translate requirements into software solutions.
-Experience in developing, optimizing, compiling, implementing, and testing multithreaded, multiprocessor performance-oriented software with Message Passing Interface, OpenMP, CUDA or other parallel processing framework.
EEO
Lockheed Martin is an equal opportunity employer. Qualified candidates will be considered without regard to legally protected characteristics.
The application window will close in 90 days; applicants are encouraged to apply within 5 - 30 days of the requisition posting date in order to receive optimal consideration.
*
At Lockheed Martin, we use our passion for purposeful innovation to help keep people safe and solve the world's most complex challenges. Our people are some of the greatest minds in the industry and truly make Lockheed Martin a great place to work.
With our employees as our priority, we provide diverse career opportunities designed to propel, develop, and boost agility. Our flexible schedules, competitive pay, and comprehensive benefits enable our employees to live a healthy, fulfilling life at and outside of work. We place an emphasis on empowering our employees by fostering an inclusive environment built upon integrity and corporate responsibility.
If this sounds like a culture you connect with, you're invited to apply for this role. Or, if you are unsure whether your experience aligns with the requirements of this position, we encourage you to search on Lockheed Martin Jobs, and apply for roles that align with your qualifications.
Other Important Information
By applying to this job, you are expressing interest in this position and could be considered for other career opportunities where similar skills and requirements have been identified as a match. Should this match be identified you may be contacted for this and future openings.
Work Schedule Information
Lockheed Martin supports a variety of alternate work schedules that provide additional flexibility to our employees. Schedules range from standard 40 hours over a five day work week while others may be condensed. These condensed schedules provide employees with additional time away from the office and are in addition to our Paid Time off benefits.
National Pay Statement
Pay Rate: The annual base salary range for this position in California, Massachusetts, and New York (excluding most major metropolitan areas), Colorado, Hawaii, Illinois, Maryland, Minnesota, New Jersey, Vermont, Washington or Washington DC is $109,200 - $192,510. For states not referenced above, the salary range for this position will reflect the candidate's final work location. Please note that the salary information is a general guideline only. Lockheed Martin considers factors such as (but not limited to) scope and responsibilities of the position, candidate's work experience, education/ training, key skills as well as market and business considerations when extending an offer.
Benefits offered: Medical, Dental, Vision, Life Insurance, Short-Term Disability, Long-Term Disability, 401(k) match, Flexible Spending Accounts, EAP, Education Assistance, Parental Leave, Paid time off, and Holidays.
(Washington state applicants only) Non-represented full-time employees: accrue at least 10 hours per month of Paid Time Off (PTO) to be used for incidental absences and other reasons; receive at least 90 hours for holidays. Represented full time employees accrue 6.67 hours of Vacation per month; accrue up to 52 hours of sick leave annually; receive at least 96 hours for holidays. PTO, Vacation, sick leave, and holiday hours are prorated based on start date during the calendar year.
This position is incentive plan eligible.
Premium Pay Statement
Pay Rate: The annual base salary range for this position in most major metropolitan areas in California, Massachusetts, and New York is $125,600 - $217,695. For states not referenced above, the salary range for this position will reflect the candidate's final work location. Please note that the salary information is a general guideline only. Lockheed Martin considers factors such as (but not limited to) scope and responsibilities of the position, candidate's work experience, education/ training, key skills as well as market and business considerations when extending an offer.
Benefits offered: Medical, Dental, Vision, Life Insurance, Short-Term Disability, Long-Term Disability, 401(k) match, Flexible Spending Accounts, EAP, Education Assistance, Parental Leave, Paid time off, and Holidays.
This position is incentive plan eligible.
You will be the Internal Flowpath Design Engineer - Propulsion for the Propulsion Systems Team which is responsible for designing and optimizing propulsion flowpaths.
What You Will Be Doing
As the Internal Flowpath Design Engineer - Propulsion you will be responsible for creating high-performance internal flowpaths for aircraft and missile propulsion systems, performing CFD analyses, and developing CAD models that translate into reliable hardware.
Your responsibilities will include:
- Design internal flowpaths using advanced CAD tools.
- Conduct CFD simulations to assess aerodynamic performance.
- Develop and execute test plans for power-plant components.
- Collaborate with cross-functional engineering teams to integrate designs.
- Ensure designs meet efficiency, safety, and regulatory requirements.
What's In It For You
We are committed to supporting your work-life balance and overall well-being, offering flexible scheduling options. Learn more about Lockheed Martin's comprehensive benefits package here. Do you want to be part of a culture that empowers employees to think big, lead with a growth mindset, and make the impossible a reality? We provide the resources and flexibility you need to stay inspired, focused, and enjoy the work you love.
Who You Are
You are an analytical engineer with a passion for fluid dynamics and a proven track record in CFD and CAD. You thrive in collaborative environments, communicate technical concepts clearly, and are driven to deliver solutions that push the boundaries of propulsion performance.
Further Information About This Opportunity
MUST BE A U.S. CITIZEN - This position is located at a facility that requires special access. The selected candidate must possess an active Interim Secret clearance to start.
This position is in Marietta, GA • Discover Marietta.
Basic Qualifications
-Degree in Aerospace or Mechanical Engineering or related field.
-Application of CFD meshing and flow solver tools to solve aerodynamic problems in a parallel, high performance computing environment.
-Experience in internal flowpath design to include inlets, nozzles, and/or secondary air systems. Capable of using CFD results to optimize a flowpath for subsonic and supersonic applications.
-Experience with advanced surface modeling and lofting in a CAD software package (CATIA, Siemens NX)
Desired skills
-Ph.D. with a focus on Computational Fluid Dynamics OR a Master's degree with at least 3 years of experience in internal flowpath analysis and design.
-Experience in refining and optimizing flowpath geometry for key performance parameters while minimizing the effects of phenomena such as distortion, buzz, and various loss mechanisms
-Experience in data science, data analytics, multi-fidelity/surrogate modeling, and/or machine learning is desired
-Experience in wind tunnel testing to include test planning, data reduction, and CFD model verification and validation to test data
-CFD Flow Solver and related software development, analysis validation testing, code release and maintenance
-Experience with state-of-the-art parallel computing techniques including distributed computing, algorithm optimization, or benchmarking is highly desired
-Experience with modeling advanced aerodynamics such as hypersonic, aero-optic or turbulent flow (RANS, DES, LES)
-Experience in building, compiling, and debugging complex Fortran (current and legacy versions), C/C++, Python, or similar language code in a Linux/Unix environment.
-Strong working knowledge of tools and libraries available for the Linux operating system.
-Demonstrated willingness to diversify skills by staying informed of state-of-the-art developments, experimenting with and championing new technologies and recommending improvements to existing techniques and procedures
-Ability to understand complex engineering principles to effectively communicate with users, understand their work, and translate requirements into software solutions.
-Experience in developing, optimizing, compiling, implementing, and testing multithreaded, multiprocessor performance-oriented software with Message Passing Interface, OpenMP, CUDA or other parallel processing framework.
EEO
Lockheed Martin is an equal opportunity employer. Qualified candidates will be considered without regard to legally protected characteristics.
The application window will close in 90 days; applicants are encouraged to apply within 5 - 30 days of the requisition posting date in order to receive optimal consideration.
*
At Lockheed Martin, we use our passion for purposeful innovation to help keep people safe and solve the world's most complex challenges. Our people are some of the greatest minds in the industry and truly make Lockheed Martin a great place to work.
With our employees as our priority, we provide diverse career opportunities designed to propel, develop, and boost agility. Our flexible schedules, competitive pay, and comprehensive benefits enable our employees to live a healthy, fulfilling life at and outside of work. We place an emphasis on empowering our employees by fostering an inclusive environment built upon integrity and corporate responsibility.
If this sounds like a culture you connect with, you're invited to apply for this role. Or, if you are unsure whether your experience aligns with the requirements of this position, we encourage you to search on Lockheed Martin Jobs, and apply for roles that align with your qualifications.
Other Important Information
By applying to this job, you are expressing interest in this position and could be considered for other career opportunities where similar skills and requirements have been identified as a match. Should this match be identified you may be contacted for this and future openings.
Work Schedule Information
Lockheed Martin supports a variety of alternate work schedules that provide additional flexibility to our employees. Schedules range from standard 40 hours over a five day work week while others may be condensed. These condensed schedules provide employees with additional time away from the office and are in addition to our Paid Time off benefits.
National Pay Statement
Pay Rate: The annual base salary range for this position in California, Massachusetts, and New York (excluding most major metropolitan areas), Colorado, Hawaii, Illinois, Maryland, Minnesota, New Jersey, Vermont, Washington or Washington DC is $109,200 - $192,510. For states not referenced above, the salary range for this position will reflect the candidate's final work location. Please note that the salary information is a general guideline only. Lockheed Martin considers factors such as (but not limited to) scope and responsibilities of the position, candidate's work experience, education/ training, key skills as well as market and business considerations when extending an offer.
Benefits offered: Medical, Dental, Vision, Life Insurance, Short-Term Disability, Long-Term Disability, 401(k) match, Flexible Spending Accounts, EAP, Education Assistance, Parental Leave, Paid time off, and Holidays.
(Washington state applicants only) Non-represented full-time employees: accrue at least 10 hours per month of Paid Time Off (PTO) to be used for incidental absences and other reasons; receive at least 90 hours for holidays. Represented full time employees accrue 6.67 hours of Vacation per month; accrue up to 52 hours of sick leave annually; receive at least 96 hours for holidays. PTO, Vacation, sick leave, and holiday hours are prorated based on start date during the calendar year.
This position is incentive plan eligible.
Premium Pay Statement
Pay Rate: The annual base salary range for this position in most major metropolitan areas in California, Massachusetts, and New York is $125,600 - $217,695. For states not referenced above, the salary range for this position will reflect the candidate's final work location. Please note that the salary information is a general guideline only. Lockheed Martin considers factors such as (but not limited to) scope and responsibilities of the position, candidate's work experience, education/ training, key skills as well as market and business considerations when extending an offer.
Benefits offered: Medical, Dental, Vision, Life Insurance, Short-Term Disability, Long-Term Disability, 401(k) match, Flexible Spending Accounts, EAP, Education Assistance, Parental Leave, Paid time off, and Holidays.
This position is incentive plan eligible.
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About Lockheed Martin
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As a global security and aerospace company, the majority of Lockheed Martin's business is with the U.S. Department of Defense and U.S. federal government agencies.The remaining portion of Lockheed Martin's business is comprised of international government and commercial sales of products, services and platforms.
Industry
Manufacturing
Company size
10,000+ Employees
Headquarters location
Bethesda, MD, US
Year founded
1912