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Insight Global

AI Research Engineer: Multi-physics Modeling and Scientific Machine Learning

Niskayuna, NY, United States

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Job details

Experience: 2+ years postdoctoral research experience OR 3+ years of industry/laboratory research experience
Posting language: English
Posted: Oct 28, 2026

Original job description

Job Description

Job Description:

Insight Global is seeking a Research Engineer - Multi-physics Modeling and Scientific Machine Learning for a leading energy technology and research organization. This candidate will join an advanced research team focused on developing next-generation modeling and simulation capabilities for critical energy technologies. The ideal candidate will leverage expertise in computational physics, machine learning, high-performance computing, and scientific software development to solve complex engineering challenges across electrification, wind energy, gas turbines, and nuclear applications. This is a highly technical research-focused position offering the opportunity to work on cutting-edge scientific machine learning, digital engineering, and multi-physics simulation technologies that will shape the future of sustainable energy systems.

Day-to-Day:

Develop advanced multi-physics modeling methodologies and scientific machine learning solutions
Execute research tasks at the intersection of physics, computing, and AI/ML
Perform high-fidelity CFD, thermal, and multi-physics simulations
Build and deploy machine learning models for complex engineering systems
Utilize proprietary, open-source, and commercial simulation software
Support next-generation technologies across: o Electrification systems o Wind turbines o Industrial gas turbines o Nuclear reactors
Conduct validation and verification of new modeling technologies
Collaborate with multidisciplinary engineering and research teams
Document technical findings and present results to leadership and stakeholders
Contribute to future design optimization and digital engineering initiatives

Skills and Requirements

PhD in Mechanical Engineering, Aerospace Engineering, or related discipline
R&D experience with advanced computational methods for multiscale physics applications: o Fluid mechanics o Aerodynamics o Reacting flows o Multi-physics modeling
Research experience with state-of-the-art machine learning algorithms for scientific applications
Strong Python programming expertise
Experience with machine learning frameworks such as PyTorch
Experience deploying ML solutions on High-Performance Computing (HPC) clusters
Experience executing high-fidelity simulations and computational analyses
Strong communication and stakeholder-facing skills
Ability to work effectively in multidisciplinary teams
Legal authorization to work in the U.S.
Must be willing to work onsite in Niskayuna, NY
2+ years postdoctoral research experience OR 3+ years of industry/laboratory research experience
Expertise in Scientific Machine Learning (SciML)
Experience with JAX
Advanced programming in C++ and FORTRAN
Experience with ANSYS, COMSOL, or similar CFD/thermal analysis tools
Strong experience in high-fidelity multiphysics modeling
Expertise in HPC environments and large-scale scientific computing
Experience developing research proposals for DOE, DOD, or other government agencies
Track record of innovation, publications, patents, or cutting-edge research contributions
Strong analytical, interpersonal, and leadership skills

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to HR@insightglobal.com.

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More about this job

Skills

Research
Machine learning
Software development
ML
CFD
Mechanical engineering
Aerospace engineering
Fluid mechanics
Python
PyTorch
Communication skills
C++
Fortran
ANSYS Multiphysics
Leadership

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Jobs in the United States