Full-Stack Product Engineer — Scientific AI

Transform physics foundation models and datasets into accessible, interactive products for scientists and engineering teams.

• Build interfaces for exploring simulations and model outputs.
• Implement 2D/3D visualization of geometry, pressure, and flow fields.
• Create experiences for inference, dataset exploration, and comparisons.
• Build APIs and SDKs for engineering integrations.
• Translate researcher and customer feedback into requirements.
• Ensure performance for large meshes and scientific datasets.
• Own features end to end, from prototype through production.

• Strong TypeScript/JavaScript and a modern frontend framework such as React.
• Backend development in Python or TypeScript.
• API design and data-intensive applications.
• Experience building sophisticated interactive interfaces.
• Product judgment and independent ownership.

• Three.js, WebGL, VTK.js, scientific visualization.
• CAD, CFD, 3D geometry, or engineering software.
• Large mesh/volumetric data handling.
• SDK and developer tool design.

Deliver tools that engineers can use productively without deep ML infrastructure knowledge.

Send your CV and a relevant paper, technical project, GitHub repository, or portfolio to careers@ratiolabs.ai. Suggested email subject: “Product”.