Autodesk · 2 days ago
PhD Intern, Physics-Informed Machine Learning
San Francisco, CA
Internship
Onsite
Intern
$119K/yr - $162K/yrAutodesk is a company that creates innovative software for various industries. They are seeking a passionate and skilled research intern to conduct research and develop prototype code that combines machine learning with computational tools for analyzing airflow and heat transfer in building environments.
3D TechnologyArchitectureConstructionManufacturingSoftware Engineering
Responsibilities
Research on energy analysis tools for natural ventilation and their parameterization using CFD simulations
Conduct original research in developing or applying novel techniques in physics-informed machine learning
Implement prototypes to test and demonstrate the ideas and methods
Work with both open-source libraries and in-house libraries to develop the prototypes
Write documentation of the work, either as academic publication or internal white paper
Contribute to the technical expertise of the SOS Group by conducting learning sessions
Qualification
Required
Currently pursuing a PhD degree in Engineering, Physics, Mathematics, Computer Science, or other related disciplines
Experience with data-driven methods in simulation
Experience with development of physics simulation tools and numerical solvers
Experience with AI model training and ecosystems (PyTorch, TensorFlow, Flax etc)
Experience and excellent knowledge of Python
Experience in publishing at top-tier conferences and journals
Benefits
All internships are paid.
Contribute to meaningful projects
Be mentored by industry leaders
Participate in tech talks and other activities designed to support your personal and professional development.
Company
Autodesk
Autodesk develops 3D design software for use in the architecture, engineering, construction, and media industries.
Founded in 1982
10001+ employees
H1B Sponsorship
Autodesk has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (233)
2024 (243)
2023 (269)
2022 (359)
2021 (298)
2020 (260)
Funding
Current Stage
Public CompanyTotal Funding
$1.5BKey Investors
CitibankOK Blockchain Capital
2025-07-01Acquired
2025-05-08Post Ipo Debt· $1.5B
2020-08-25Seed
Leadership Team
Janesh Moorjani
CFO
Amy Bunszel
Executive Vice President, Architecture, Engineering and Construction Design
Recent News
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