SR ENGINEER, FAC MECHANICAL
Core
Transforming Facilities Mechanical operations through AI, advanced analytics, and smart technologies to improve system reliability, predictive maintenance, energy efficiency, and operational decision-making for semiconductor manufacturing.
Role type
Senior IC Facilities Mechanical AI Engineer
Builds
AI-driven solutions, predictive maintenance models, dashboards, analytical tools, and digital twins for mechanical utility systems.
Domain
Semiconductor manufacturing / Industrial AI / Facilities Management
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Mechanical engineering knowledge, predictive maintenance, data analytics, machine learning, anomaly detection, Python, SQL, Power BI, SCADA/BMS/PLC familiarity, root cause analysis, digitalization of workflows.
Preferred skills
Experience with IoT platforms, CMMS, statistical analysis, digital twin creation, sustainability optimization strategies.
Technologies
Python, SQL, Power BI, SCADA, BMS, PLC, historian databases, CMMS, IoT platforms.
Responsibilities
Integrate smart technologies into critical mechanical systems (HVAC, chillers, cooling towers, etc.); Develop and deploy AI/ML solutions for reliability and maintenance; Design predictive maintenance models using sensor and operational data; Build dashboards and decision-support applications; Apply statistical analysis to large operational datasets; Drive digitalization of maintenance workflows; Create digital twins and simulation models; Identify cost reduction opportunities via AI optimization; Ensure data quality and cybersecurity compliance; Translate business problems into scalable AI use cases.
Seniority
Senior, hands-on IC
