Machine Learning Engineer - Sim2Real & Machine Modeling

Gravis Robotics is a fast‑growing Series A start‑up supported by SoftBank that applies Physical AI to the construction sector, converting large earth‑moving machines into autonomous robots. Originating as an ETH Zurich spin‑out, the company blends learning‑based automation with augmented remote control, enabling a single operator to safely manage a fleet of machines within a gamified interface. The firm's flagship offering, the Gravis RACK, is a universal retrofit package that equips excavators and wheel loaders ranging from 10 to over 100 tonnes with autonomy. It combines LiDAR and camera perception, GNSS RTK positioning, robust networking, and edge computing that functions offline. Integrated with the Slate tablet and Copilot software, the system allows operators to drive manually, receive AI assistance, or hand over full autonomous control. Gravis also develops bespoke hardware for highly specialised, rugged applications beyond conventional excavation, and its solutions are already deployed in several countries alongside leading construction and equipment partners.