Backend Infrastructure Engineer
Vinci, Palo Alto HQ
About the job
About us
At Vinci, we are building the operator intelligence infrastructure that modern hardware programs rely on daily. We have already proven that a single foundation model works out of the box across physics on realistic production workloads.
- Trained on petabytes of structured physics data
- Running billion-voxel inference in production
- Tier-1 semiconductor and hardware customers
- Operating across multiple physical scales and operator regimes
We are scaling deployment at industrial magnitude
- Increase simulation throughput by two orders of magnitude
- Expand simulation capabilities to maximize utility and domain coverage
- Support global, multi-entity deployment across Tier-1 ecosystems
Our ambition is to become the default operator intelligence layer that hardware companies run on. To get there, we need the backend and infrastructure that lets our research move to production reliably, repeatably, and at scale.
Building the backbone
Our unified model architecture delivers steady-state and transient solutions to partial differential equations at production scale. None of that reaches a customer without robust infrastructure underneath it: reproducible builds, automated pipelines, well-provisioned cloud, and code that holds up under load. This role owns that backbone. You will make our systems fast, dependable, and easy for physicists, researchers, and engineers to build on.