SR ENGINEER, FAC MECHANICAL
Core
Developing and deploying AI-driven solutions to improve reliability, predictive maintenance, energy efficiency, and operational decision-making for critical mechanical systems in semiconductor manufacturing.
Role type
Senior IC Facilities Mechanical Engineer (AI & Analytics)
Builds
AI models, predictive maintenance tools, dashboards, and digital twins for facility mechanical systems
Domain
Semiconductor manufacturing / Industrial AI / Mechanical Systems
Deliverable
production ML models | dashboards & analysis | infrastructure
Required skills
Mechanical engineering fundamentals, predictive maintenance, machine learning, Python, SQL, statistical analysis, root cause analysis, SCADA/BMS/PLC familiarity, data quality governance
Preferred skills
Digital twin modeling, IoT platforms, automated reporting, change management
Technologies
Python, SQL, Power BI, SCADA, BMS, PLC, historian databases, CMMS, IoT platforms
Responsibilities
Integrate smart technologies into HVAC, chillers, cooling towers, and cleanroom air systems; design predictive maintenance models using sensor and maintenance data; build dashboards for asset health monitoring and energy performance; apply statistical analysis to operational datasets; drive digitalization of maintenance workflows; partner on digital twins for capacity planning; optimize energy and water usage; ensure data quality and cybersecurity compliance; translate operational problems into scalable AI use cases.
Seniority
Senior, hands-on IC
