Research Scientist (Computational EM)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Research Scientist (Computational EM): Developing the mathematical foundation for electromagnetic superintelligence and optimizing solvers for high-fidelity hardware simulation with an accent on PDE-based machine learning approaches. Focus on translating complex physical formulations into scalable AI architectures and advancing the state-of-the-art in EM foundation models.
Location: Must be based in or able to relocate to New York, San Francisco, or Los Angeles
Salary: $150,000 - $250,000 per year
Company
is an AI-driven startup building electromagnetic superintelligence to verify, debug, and optimize hardware across its lifecycle, backed by top-tier venture capital.
What you will do
- Optimize and extend core EM solvers to improve throughput and physical fidelity for foundation model training.
- Integrate mathematical insights from PDEs into ML architecture decisions, including basis functions and structure-preserving discretizations.
- Partner with product and platform engineering teams to deploy research artifacts into production environments.
- Author high-impact research publications for top-tier venues like IEEE TAP, NeurIPS, and ICML.
- Drive external collaborations with academic labs and industry partners to advance the field of ML-for-PDE.
Requirements
- PhD in Applied Mathematics, Computational Electromagnetics, Applied Physics, or Electrical Engineering.
- Proven track record of published, mathematically rigorous work on PDE solvers.
- Deep familiarity with EM solver families such as FEM, FDTD, MoM, and BEM.
- Proficiency in scientific computing using C/C++ and Python, including experience with sparse linear algebra and MPI.
- Must be authorized to work in the United States or willing to relocate.
Nice to have
- Prior experience with neural-operator work applied to PDEs (PINN, Fourier neural operators).
- Contributions to open-source EM or PDE solvers like Palace, MEEP, or FEniCS.
- Experience with HPC ecosystems and large-scale message-passing workloads.
Culture & Benefits
- Comprehensive medical, vision, and dental insurance with 100% of premiums covered for you and dependents.
- 401(k) retirement plan.
- Unlimited PTO policy.
- Daily catered lunches from local restaurants.
- Relocation support provided for qualified candidates.
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