Backend Infrastructure Engineer
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 d
