Sr. Consultant - Data and Analytics Advisory 4B
Core
End-to-end technical deployment of predictive models to transform raw historian data into high-fidelity digital twins for industrial asset reliability.
Role type
Senior IC Analytics Engineer (Industrial AI)
Builds
Digital twins and predictive models for industrial assets (pumps, motors, transformers)
Domain
Industrial reliability engineering + AI/ML
Deliverable
production ML models
Required skills
Data orchestration, tag mapping, Similarity-Based Modeling (SBM), Empirical Model Learning (EML), model maintenance, statistical threshold tuning, blueprinting for industrial classes
Preferred skills
Agile Methodology
Technologies
Smart Signal platform, Alteryx Designer
Responsibilities
Map historian tags to SmartSignal Standard Data Model; Train models using SBM and EML to establish normal operating profiles; Develop and maintain Analytic Blueprints for common industrial classes; Monitor model performance and perform retraining/tuning after asset overhauls