Senior ML Researcher — Crafting Generative Architecture

Drafted; San Francisco (CA); On-site; USD 150,000 - 230,000; Full time

Job summary

Drafted is building foundational models and generative pipelines to create floor plans and renderings in an instant, enabling anyone to imagine a dream home. As an ML researcher, you will contribute meaningfully toward advancing the capabilities for our foundational model and collaborate with both engineering and research teams.

Ideal candidates will have experience with diffusion models, context-aware generation, and reinforcement learning to improve model accuracy.

Qualifications

• Experience iterating on novel techniques to improve diffusion-model KPIs.
• Ability to reproduce and productionize novel methods with/practitioners where needed.

Responsibilities

• Advance capabilities of our foundational ML model across research and engineering teams.
• Collaborate with researchers and engineers to drive experiments and deployments.
• Work on projects like multi-layer context handling, vector-output model integration, and RL-based accuracy improvements.

Skills

Diffusion models

Reinforcement learning

Context-aware generation

Tools

Pytorch

Experimentation tooling

Job description

Drafted is building foundational models and generative pipelines to create floor plans and renderings in an instant, enabling anyone to imagine a dream home. As an ML researcher, you will contribute meaningfully toward advancing the capabilities for our foundational model and collaborate with both engineering and research teams.

Ideal candidates will have experience with diffusion models, context-aware generation, and reinforcement learning to improve model accuracy.