Staff Machine Learning Engineer
About Mariana Minerals
Mariana Minerals is a software-first, vertically integrated minerals company on a mission to supply the critical minerals powering modern energy, AI, and defense technologies. We’re reimagining the minerals supply chain by combining deep industry expertise with advanced software, automation, and data-driven decision-making.
About the role
Our control systems can only act on what the plant knows about itself, and this role is responsible for most of that knowledge. The work includes:
Reinforcement learning agents that learn to control our processes in simulation
Time-series models for forecasting and detection
Vision systems that measure things no instrument can
Soft sensors that estimate lab results we can't get back fast enough
Classifiers that flag faults early
You'll set technical direction for applied ML across our sites and build much of it yourself, from data to deployment. The scope is wide on purpose. We care more about range and good judgment than deep expertis