AI Researcher, Floorplan Diffusion & Design Tools

Meetdavis; Paris; Sur place; EUR 90 000 - 150 000; Plein temps

Avantages offerts par ce poste

Competitive salary

Meaningful equity

Equity incentives

Résumé du poste

Davis is seeking an AI Researcher in Paris to push forward a foundation model for architectural design and floorplans. You will partner with architects to shape research directions end-to-end, from diffusion models to deployment in a product used by real estate professionals.

You will lead architecture decisions, large-scale model training, and systematic benchmarking to surpass existing results while delivering practical, editable layouts.

Qualifications

• PhD or Master’s in Maths, CS, ML, or related field, or equivalent experience.
• Strong ML foundations and a track record of innovative research or high-impact projects.
• Deep understanding of diffusion models and generative modeling.

Responsabilités

• Design core model architecture and discrete design space for architectural layouts.
• Lead training of a foundation diffusion model on GPU clusters with distributed training.
• Benchmark and iterate to push performance beyond current state-of-the-art.

Connaissances

Applied ML research

Diffusion models

Large-scale training

Python/PyTorch

Research communication

Collaboration

Formation

PhD or Master's in Maths, CS, ML, or related field

Outils

PyTorch

Distributed training

PyTorch Lightning

GPU clusters

Description du poste

Davis is seeking an AI Researcher in Paris to push forward a foundation model for architectural design and floorplans. You will partner with architects to shape research directions end-to-end, from diffusion models to deployment in a product used by real estate professionals.

You will lead architecture decisions, large-scale model training, and systematic benchmarking to surpass existing results while delivering practical, editable layouts.