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Machine Learning Cfd Jobs in Doylestown, PA (NOW HIRING)

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Machine Learning Cfd information

See Doylestown, PA salary details

$10.8K

$91.1K

$129.3K

How much do machine learning cfd jobs pay per year?

As of Aug 24, 2026, the average yearly pay for machine learning cfd in Doylestown, PA is $91,081.00, according to ZipRecruiter salary data. Most workers in this role earn between $83,700.00 and $107,700.00 per year, depending on experience, location, and employer.

What is a machine learning CFD?

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.

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 the key skills and qualifications needed to thrive as a machine learning CFD 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.

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 Doylestown, PA?

For Machine Learning Cfd jobs in Doylestown, PA, the most frequently searched job titles are:

What job categories do people searching Machine Learning Cfd jobs in Doylestown, PA look for?

The top searched job categories for Machine Learning Cfd jobs in Doylestown, PA are:

What cities near Doylestown, PA are hiring for Machine Learning Cfd jobs?

Cities near Doylestown, PA with the most Machine Learning Cfd job openings:

Machine Learning Cfd jobs near you

Combustion Modeling Scientist: CFD & AI/ML R&D

Pipersville, PA • On-site

Combustion Research and Flow Technology, Inc. (CRAFT Tech)
See more jobs at Combustion Research and Flow Technology, Inc. (CRAFT Tech)external

Other

Medical, Life, Retirement, PTO

Posted 6 days ago

Job description

CRAFT Tech has several immediate openings for Research Scientists. CRAFT Tech is seeking motivated and energetic individuals to join its highly talented team focused on developing solutions products for customers in government, academia and industry for multi-disciplinary applications in Aerospace, Defense, Energy and National Security.

Citizenship/Visa status must be included in your resume in order to be considered for employment.

CRAFT Tech is located in Pipersville, PA with satellite offices in Huntsville/AL, Oxford/MS and Charlotte/NC. CRAFT Tech offers competitive salaries and a comprehensive benefits package, including health benefits, life insurance, 401(k) plan, vacation and tuition assistance for further education.

CRAFT Tech has an immediate opening for a Hypersonics Research Scientist to support the analysis of hypersonic aerodynamics, aeroheating and trajectory modeling, applied to high speed/reentry vehicles, involving the use of advanced CFD/DSMC software and tools.

Job Description:
  • Collaborate with and support senior staff in supporting projects related to hypersonic flight vehicle flowfield/signature predictions and related research activities
  • Collaborate with CRAFT Tech’s partners in government, academia and industry
  • Requires excellent analytical, technical and communication skills
  • Report preparation, proposal development and participation in technical forums
  • M.S. or Ph.D. in Aerospace or Mechanical Engineering or Physics or Mathematics with a specialization in hypersonic/reentry physics, such as ablation, thermal protection systems, nosetip shape change, shock layer/wake chemistry, aerothermochemistry, boundary layer transition, DSMC/rarefied gas dynamics modeling, etc.
  • Excellent communication, very strong writing and interpersonal skills
  • Strong programming skills with Fortran, C/C++, Python or other scripting languages
  • Ability to work both independently on R&D developmental programs as well as in a team environment
  • US citizenship required as well as ability to obtain Security Clearance
Additional Desired Skills:
  • Strong background in multi-disciplinary numerical techniques, linear algebra, applied probability, machine learning, and design optimization
  • Knowledge of hardware-based computational acceleration (e.g., parallel and GPU computing)
  • Artificial Intelligence/Machine Learning (AI/ML)
Job Location:

Position is available at CRAFT Tech’s Pipersville, PA facility

2. Propulsion Research Scientist

CRAFT Tech has an immediate opening for a Propulsion Research Scientist.

Job Description:
  • Collaborate with and support senior staff in performing projects related to propulsive flowfield simulations and related high speed flow research activities
  • Collaborate with CRAFT Tech’s partners in government, academia and industry by providing pre-test planning support and post-test data analysis/interpretation
  • Interfacing with customers, including development of presentation material, etc.
  • Report preparation, proposal development and participation in technical forums
  • MS or Ph.D. in aerospace, mechanical engineering or related field, or related work experience
  • Very strong background with CFD modeling of multi-phase, turbulent reactive flows and shock dynamics
  • Skills in radiation transport (RT) modeling, computational electromagnetics (CEM), aero-optics (AO), etc.
  • Demonstrated experience in development of numerical algorithms for large-scale computational and data analysis software on parallel computing platforms
  • Strong programming skills with Fortran, C/C++, Python or other scripting languages
  • Excellent communication, very strong writing and interpersonal skills
  • Ability to work both independently on R&D developmental programs as well as in a team environment
  • US citizenship preferred. Exceptionally qualified candidates who are permanent resident aliens may also be considered
Additional Desired Skills:
  • Strong background in multi-disciplinary numerical techniques, linear algebra, applied probability, machine learning, and optimization approaches
  • Knowledge of hardware-based computational acceleration (e.g., parallel and GPU computing)
  • Experience using commercial software for CAD models, mesh generation, and CFD post-processing
  • Artificial Intelligence/Machine Learning (AI/ML)
Job Location:

Position is available at CRAFT Tech’s Pipersville, PA facility

3. Combustion Modeling Research Scientist

CRAFT Tech has an immediate opening for a Combustion Modeling Research Scientist.

Job Description:
  • Collaborate with and support senior staff in performing projects related to turbulent combustion modeling, reactive flow simulations and related research activities
  • Collaborate with CRAFT Tech’s partners in government, academia and industry
  • Interfacing with customers, including development of presentation material, etc.
  • Report preparation, proposal development and participation in technical forums
  • M.S. or Ph.D. in aerospace, mechanical engineering or related field
  • Very strong background in combustion, multi-phase turbulent reactive flows and shock dynamics as related to energetic materials
  • Excellent analytical and technical skills in chemical kinetics, thermodynamics and transport processes, including experience with software tools like Chemkin or Cantera
  • Demonstrated experience in development of combustion/physics models and numerical algorithms for large-scale computational and data analysis software on parallel computing platforms
  • Strong programming skills with Fortran, C/C++, Python or other scripting languages
  • Excellent communication, very strong writing and interpersonal skills
  • Ability to work both independently on R&D programs as well as in a team environment
  • US citizenship preferred. Exceptionally qualified candidates who are permanent resident aliens may also be considered
  • Strong background in multi-disciplinary numerical techniques, linear algebra, applied probability, machine learning, and optimization approaches
  • Experience using commercial CFD software, mesh generation, and CFD post-processing
  • Artificial Intelligence/Machine Learning (AI/ML)
Job Location:
  • Position is available at CRAFT Tech’s Pipersville, PA facility
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