4 часа назад
Principal Engineer
100 000 - 220 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Engineer (Numerical Solvers/CUDA): Building production-grade distributed solver infrastructure for manufacturing-resolution physics simulation with an accent on domain decomposition, multilevel preconditioning, and deterministic multi-GPU execution. Focus on designing trillion-DOF solver architectures, implementing communication-efficient Krylov methods, and integrating AI-augmented numerical components with robust correctness guarantees.
Location: Palo Alto, United States; hybrid
Salary: $100K–$220K annually
Company
builds AI-enabled infrastructure and manufacturing-resolution physics simulation software for hardware development workflows.
What you will do
- Architect and deliver production-grade solver infrastructure capable of scaling beyond billions of degrees of freedom toward trillion-DOF systems.
- Develop additive and multiplicative Schwarz methods, overlapping and non-overlapping domain decomposition, and scalable coarse-space hierarchies.
- Implement algebraic and geometric multigrid, block- and physics-aware preconditioners, ILU variants, and sparse approximate inverses.
- Build CG, GMRES/FGMRES, BiCGStab, pipelined, communication-reducing, and mixed-precision solver methods.
- Design deterministic parallel reductions and distributed execution across multi-GPU clusters.
- Integrate AI-augmented components for coarse-space discovery, adaptive preconditioner selection, spectral approximation, and operator compression.
Requirements
- Deep expertise in domain decomposition, Schwarz methods, multilevel solvers, and scalable preconditioning.
- Experience with large sparse systems, numerical stability, conditioning, and parallel numerical algorithms.
- GPU-accelerated sparse linear algebra experience with CUDA; HIP is appreciated.
- Experience with kernel-level performance engineering, multi-GPU scaling, and distributed execution.
- Track record of shipping solver infrastructure into production rather than building prototypes only.
- Strong CI, regression, correctness-validation, and deterministic execution practices.
Nice to have
- Experience with AI-augmented numerical solver components.
- Experience across indefinite systems, saddle-point systems, strong coefficient jumps, anisotropy, or tightly coupled multiphysics blocks.
Culture & Benefits
- Small, technically focused startup team with deep domain expertise.
- High ownership and equity participation.
- Production impact across validated Tier-1 hardware ecosystem participants.
- Physics-first software based on verified methods rather than heuristics.
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