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APA/APM Application Specialist
Artificial Intelligence Global Company · Eastern, Saudi Arabia
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Job description
Position Summary
We are seeking an experienced GE SmartSignal / Asset Performance Analytics (APA) Consultant to drive predictive maintenance and AI-driven asset reliability initiatives across industrial operations. The role focuses on implementing, tuning, and scaling SmartSignal analytics solutions to detect early equipment failures, improve asset availability, and enable data-driven operational excellence.
The ideal candidate will have strong expertise in machine learning–based condition monitoring, industrial data analytics, and integration with enterprise asset management systems within the Oil & Gas / Manufacturing domain.
Roles & Responsibilities
Implement, configure, and support GE SmartSignal (APA) models for critical assets (compressors, turbines, pumps, etc.).
Perform model training, tuning, validation, and lifecycle management using historical and real-time data.
Analyze anomalies, generate insights, and collaborate with operations teams for early fault detection and root cause analysis.
Integrate SmartSignal with systems like GE APM, PI System, SAP, Maximo and IoT platforms
Manage data ingestion, cleansing, and feature engineering for high-quality analytics outcomes.
Develop dashboards, alerts, and reporting mechanisms for actionable insights.
Support APA program adoption, value realization, and continuous improvement initiatives.
Ensure compliance with cybersecurity, data governance, and enterprise architecture standards.
Experience:
- 7+ years
- Domain: Oil & Gas, Petrochemicals, Power
Qualifications:
- Master's or BS degree in Mechanical/Chemical Engineering or equivalent
Application / Tools knowledge:
1.SmartSignal / APA Expertise: Model development, tuning, anomaly detection, alert configuration
2.Data & Analytics: Time-series data analysis, ML concepts, Python/R (preferred), data preprocessing
3.Industrial Systems: GE APM, OSIsoft PI, SCADA, DCS systems
4.Integration: APIs, middleware, integration with SAP PM, Maximo
5.Data Platforms: SQL, historian data, ETL pipelines
6.Cloud & Tools: Azure/AWS basics, visualization tools (Power BI/Tableau)
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