Senior ML Engineer, Predictive Maintenance for Wind Turbines
A wind energy company operating a large fleet of turbines across dozens of wind farms in North America.
A grid-technology company building real-time digital twins of transmission and substation assets for utility planning and protection validation.
Five engineers across real-time simulation and protection. You report to the Director of Grid Simulation.
A protection scheme has to be proven before it ever goes to a live substation, and the only honest way to do that is to run the relays against a real-time model of the grid they will actually protect. The twin has to stay faithful to the field, so when the model and the PMU data start to drift apart, someone has to find out why before the planners trust a study built on it.
This is a power-systems role for an engineer who codes, not an ML engineer who read about grids. You build physics-based, real-time models of transmission and substation assets that run on RTDS and power-hardware-in-the-loop benches, validate IEC 61850 digital-substation schemes and protection relays via hardware-in-the-loop before field deployment, and fuse PMU and SCADA telemetry into the twin so it stays calibrated against what the grid is actually doing.
A wind energy company operating a large fleet of turbines across dozens of wind farms in North America.
Semiconductor manufacturer with major US fabrication operations, investing heavily in digital transformation of process engineering.
Machine vision company building AI-powered inspection systems for electronics and automotive manufacturing. The systems inspect millions of parts per month across dozens of factory installations.
Senior Digital Twin Engineer, Power Systems
$175K - $205K base