Senior Consultant – Computational Aerothermodynamics & Machine Learning
Responsibilities
- Technical Advisory
:
Provide expert-level consultation on computational aerothermodynamics methodologies, physics-based modeling, and simulation strategies. - Machine Learning Integration
:
Advise on the application and integration of machine learning algorithms (e.g., surrogate modeling, physics-informed neural networks, data‑driven turbulence modeling) to enhance traditional CFD and aerothermodynamic workflows. - Design & Architecture Review
:
Evaluate and provide feedback on the architecture of high‑performance physical models and numerical methods. - Strategic Road mapping
:
Assist engineering teams in identifying emerging trends and state-of-the-art techniques in M&S and computational physics to maintain a competitive technical edge. - Mentorship & Collaboration
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Serve as a sounding board for senior engineers and developers, helping to troubleshoot complex physical and algorithmic challenges.
- Required Qualifications
- Education:
Ph.D. in Aerospace Engineering, Mechanical Engineering, Physics, or a strictly related computational discipline. - Experience:
Minimum of 5 years of active, post‑Ph.D.
-level professional experience focused on computational aerothermodynamics, M&S, and ML. - Domain Expertise:
Deep foundational knowledge of hypersonic and supersonic flows, high‑temperature gas dynamics, and advanced CFD. - Machine Learning Proficiency:
Proven track record of applying ML, deep learning, or advanced statistical modeling to complex fluid dynamics or thermodynamic problems. - Communication:
Exceptional ability to distill complex theoretical concepts into actionable engineering guidance.
- Education:
- Preferred Qualifications
- Familiarity with modern, high‑performance software architecture, particularly robust C++ libraries for CFD codes.
- Experience with heterogeneous computing environments, including GPU acceleration and parallel programming models (OpenMP, CUDA, Kokkos).
- Deep knowledge of physics of high‑enthalpy flows, including thermal radiation, chemical kinetics, and transport processes.
- History of peer‑reviewed publications in relevant aerospace, physics, or computational science journals.
- U.S. Citizenship or Permanent Residence required.
Part‑time advisory consultant; 20 hours per month; hourly rate 59– 69, commensurate with experience and education.
Company OverviewAnalytical Mechanics Associates (AMA) is a small business headquartered in Hampton, VA, with operations in Greenbelt, MD;
Huntsville, AL;
Dallas & Houston, TX;
Denver, CO;
Mountain View, CA; and Edwards Air Force Base, CA. AMA has over 60 years of experience specializing in aerospace engineering, science, analytics, information technology, and visualization solutions.
Competitive salaries and benefits including paid personal and federally recognized holiday leave, salary deferral 401(k) matching, tuition reimbursement, short/long‑term disability plans, and medical, dental, and vision insurance.
Equal Opportunity EmployerAMA is an Equal Opportunity Employer and does not discriminate against any applicant for employment or employee because of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, protected veteran status, or any other characteristic prohibited under federal, state, or local laws.
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