Location
singapore, singapore, Singapore
Posted
June 30, 2026
Job Description
We are seeking a highly skilled Principal Data Scientist to lead the development of semiconductor fab digital twin models, advanced simulation frameworks, and AI‑driven optimization solutions.
Job Responsibilities
- Lead the design, development, and deployment of high‑fidelity digital twin models for semiconductor fab operations, enabling accurate representation of WIP flow, equipment behavior, capacity constraints, and factory dynamics.
- Develop advanced discrete‑event, agent‑based, or hybrid simulation frameworks to analyze cycle time, throughput, bottlenecks, and scheduling scenarios across complex manufacturing systems.
- Drive AI‑ and ML‑enhanced simulation methodologies, including predictive modeling, prescriptive analytics, reinforcement learning, and optimization algorithms to improve factory performance and decision‑making.
- Collaborate closely with Operations, Industrial Engineering, Manufacturing, and Data Science teams to tran...