Remote ML Engineer - Architectural AI & Visuals

Rendair; United States; Remote; USD 120,000 - 180,000; Full time

Benefits offered by this job

Remote work

Direct line to CTO

Job summary

Rendair is seeking a senior ML engineer to advance architectural visualization models. You will evaluate, fine-tune, and deploy diffusion-based approaches that power images, animations, and design variations for architects and real estate professionals.

You will collaborate with product and infrastructure teams, shaping pipelines, prompts, and evaluation metrics, while delivering production-ready capabilities in a remote, full-time setting.

Qualifications

• Experience training or fine tuning diffusion models for architectural tasks.
• Ability to design evaluation methods beyond loss curves.
• Proven experience shipping models from notebook to production service.
• Strong writing and communication skills.

Responsibilities

• Evaluate new image and video models for architectural tasks and recommend what ships.
• Train and fine tune adapters for materials, styles and drawing types.
• Design pipelines and prompt strategies behind the apps, with the product team
• Build the evaluation sets and the metrics that tell us when something got better
• Work with the infrastructure engineers to take it to production

Skills

Hands-on experience training or fine-t

Tools

PyTorch

Diffusers

HuggingFace stack

Job description

Rendair is seeking a senior ML engineer to advance architectural visualization models. You will evaluate, fine-tune, and deploy diffusion-based approaches that power images, animations, and design variations for architects and real estate professionals.

You will collaborate with product and infrastructure teams, shaping pipelines, prompts, and evaluation metrics, while delivering production-ready capabilities in a remote, full-time setting.