Asset Analytics Engineer
Tasks
- Build normal operating profiles using similarity based modelling
- Create gold standard training windows
- Deploy predictive models for industrial asset fleets
- Develop analytic blueprints for industrial asset classes
- Engineer features and develop analytic rules
- Manipulate historian and model data using Python
- Map historian tag sources to SmartSignal data model
- Monitor model performance with precision and recall
- Query CMMS systems and historian databases using SQL
- Retrain models after asset overhauls
- Tune statistical thresholds to reduce false positives
Perks/Benefits
Skills/Tech-stack
APIs | CMMS | Data Lineage | Data Modeling | Data Quality | Digital Twin | Digital Twins | Feature Engineering | Feature extraction | Maximo | Model Governance | NumPy | Pandas | Postman | Precision-recall | Predictive Modeling | Python | Retraining | SAP-PM | SQL | Series data | Time Series | Time Series Data
Education
N/A
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