About this role
Work with customers to apply AI and ML to hard, real-world physics and engineering problems by building ML models, simulations, and digital twins, pairing them with agentic optimization loops, and shipping production-ready results. Translate sensor and operational data into clean inputs for ML and simulation pipelines, drive engagements end-to-end, and deliver working artifacts and live dashboards.
Skills for this role
Machine LearningApplied PhysicsComputational ScienceSimulationDigital TwinsPhysics-informed Neural NetworksNeural OperatorsOpenFOAMAnsysCOMSOLAgentic OptimizationAgentic Coding ToolsML ModelsProduction ML DeploymentData Ingestion PipelinesSchema DesignSensor TelemetryOperational LogsPublic Data FeedsCustomer-facing EngineeringDashboard Development