CFD Research Corporation · 5 months ago
Machine Learning Engineer
Huntsville, AL
Full-time
Onsite
Mid LevelCFD Research Corporation is a leader in delivering innovative technology solutions across various industries, including Aerospace & Defense. They are seeking a Machine Learning Engineer to support the development of machine learning models that predict the performance of systems relevant to the Department of Defense, focusing on fast-running, data-driven surrogate models for mission-specific applications.
Cyber SecurityInformation TechnologyProduct DesignProduct ResearchSoftware
No H1B
Security Clearance RequiredU.S. Citizen Only
Responsibilities
Training data-driven surrogate models that approximate a wide variety of physics-based systems using the Sage software
Exporting and deploying surrogate models into high-throughput applications such as 6DOF simulators, hardware/software-in-the-loop systems, and optimization workflows
Demonstrating, validating, and verifying surrogate model accuracy
Working with other engineers to guide and inform physics-based data collection using design of experiments techniques
Supporting development of new surrogate modeling techniques where necessary
Qualification
Required
Candidate must be a U.S. Citizen and meet eligibility to obtain/maintain a SECRET Clearance
Master's in Aerospace or Mechanical Engineering, Computer Science, or similar
Proficiency with Python and Linux-based operating systems
Experience working with coupled, multi-physics simulations and data including: external aerodynamics, heat transfer, structural modeling, and aerothermoelasticity
Familiarity with machine-learning and surrogate-modeling techniques such as: artificial neural networks (ANNs), Kriging, and Gaussian process regression
Preferred
Ph.D. in Aerospace or Mechanical Engineering, or similar discipline
Proficiency with compiled languages, especially C++ and Fortran
Experience with the PyTorch machine learning library
Knowledge of formal gradient-based and gradient-free optimization techniques
Experience with multi-disciplinary analysis and optimization (MDAO)
Active SECRET clearance
Benefits
Employer matching 401(k)
Employee Stock Ownership Plan (ESOP)
Medical, vision, and dental insurance
Company paid leave
Compensation time
Parental leave
Long-term and short-term disability
Accidental death and dismemberment
Life insurance
Group and individual bonuses
Company
CFD Research Corporation
Founded in 1987, CFD Research develops innovative technologies that advance national security, aerospace, defense, life sciences, materials, and energy.
Founded in 1987
201-500 employees
Funding
Current Stage
Growth StageTotal Funding
unknownKey Investors
Innovate Alabama
2023-08-09Grant
2022-08-30Grant
Leadership Team
Sameer Singhal
President & CEO
D
Darrell Phillipson
Vice President, Midwest Research & Development Center
Recent News
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