AI, Simulation & Smart Manufacturing
Location:
Bengaluru / Hyderabad / Ahmedabad / Noida/ Pune , India

Work Mode:
Onsite

Experience:
6 15 Years

Industry:
Semiconductor Manufacturing | Foundry | OSAT | AI | Industry 4.0

Role Overview
We are seeking an experienced
Semiconductor Digital Twin Engineer
to design and deploy digital twin solutions for semiconductor fabs, OSAT facilities, equipment, process modules, utilities, cleanrooms, and advanced manufacturing operations.

The role combines
semiconductor process knowledge, industrial data, simulation, AI/ML, IoT, manufacturing systems, and systems engineering
to create virtual representations of physical assets and production environments. These digital twins will support process optimization, predictive maintenance, capacity planning, yield improvement, equipment performance, factory simulation, and real-time operational decision-making.

The successful candidate will work closely with Process, Equipment, Manufacturing, Facilities, Yield, Automation, Data Engineering, AI/ML, MES, and Digital Transformation teams.





Key Responsibilities
- Design digital twin architectures for semiconductor fabs, OSAT plants, equipment, process modules, utilities, and production lines.
- Develop virtual models of manufacturing processes, equipment behavior, material flow, cycle time, and factory operations.
- Integrate real-time and historical data from MES, equipment sensors, SPC, FDC, APC, metrology, yield, maintenance, and facility systems.
- Build physics-based, data-driven, and hybrid simulation models for manufacturing optimization.
- Develop AI/ML models for predictive maintenance, process prediction, anomaly detection, and operational optimization.
- Simulate production scenarios to evaluate capacity, throughput, bottlenecks, scheduling, and tool utilization.
- Support digital twins for lithography, etch, deposition, CMP, diffusion, implant, metrology, packaging, assembly, and test operations.
- Create equipment health and re

📌 Semiconductor Digital Twin Engineer (Bengaluru)
🏢 Best NanoTech
📍 Bengaluru