Senior ML Compiler & Systems Architect

Genesis; Paris; Presencial; EUR 90 000 - 130 000; Tempo integral

Resumo da oferta

Genesis seeks a role where you own Quadrants end to end: the API, the IR and lowering, the optimization passes, the numerical primitives, and the roadmap. You will ensure the surface is idiomatic Python, while building a compiler-driven backend that makes kernels fast and maintains coherence as the system grows.

You will balance usability with performance, developing a stable IR, exploring differentiable simulation, and driving integration with Genesis as the primary workload.

Qualificações

• Own API, IR, lowering, optimization passes, numerical primitives, and roadmap.
• Stable IR that lowers to multiple backends and supports differentiable simulation.

Responsabilidades

• Own Quadrants end to end: API, IR, lowering, optimization passes, numerical primitives, and roadmap.
• Turn naive code into strong execution plans: vectorization, memory usage, barriers, and threading.
• Watch Genesis and the compiler together to spot performance wins and propose API improvements.
• Propose and implement product-focused improvements and ensure readability and maintainability.

Conhecimentos

API design

Compiler IR

Performance optimization

Numerical kernels

GPU backends

Ferramentas

CUDA / GPU backends

Descrição da oferta de emprego

Genesis seeks a role where you own Quadrants end to end: the API, the IR and lowering, the optimization passes, the numerical primitives, and the roadmap. You will ensure the surface is idiomatic Python, while building a compiler-driven backend that makes kernels fast and maintains coherence as the system grows.

You will balance usability with performance, developing a stable IR, exploring differentiable simulation, and driving integration with Genesis as the primary workload.