Lead Digital Twin Scientist – Semiconductor Fab

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 100,000 - 150,000; Full time

Job summary

1100 Micron SemiAsiaOP Pte Ltd in Singapore is looking for a Principal Data Scientist to lead the development of semiconductor fab digital twin models and advanced simulation frameworks. Ideal candidates will have 5-12 years of experience, strong skills in Python, and expertise in digital twin and AI-driven optimization solutions.

Your role will encompass the design and deployment of high-fidelity models, driving simulation methodologies, and collaborating with diverse teams to translate operational challenges into data-driven solutions.

Requirements include a relevant degree and strong foundation in semiconductor manufacturing systems.

Qualifications

• 5~12+ years of experience in semiconductor fab operations, digital twin development, or manufacturing optimization roles.
• Hands-on experience building digital twin models for complex production systems.
• Proven track record designing or implementing discrete-event simulation models.

Responsibilities

• Lead the design, development, and deployment of digital twin models for semiconductor fab operations.
• Drive AI- and ML-enhanced simulation methodologies.
• Communicate insights, model results, and recommendations to stakeholders.

Skills

Simulation & Modeling

AI, Optimization & Analytics

Strong analytical mindset

Excellent communication skills

Proactive problem-solving

Education

Bachelor’s or Master’s degree in Industrial Engineering, Systems Engineering, Computer Science, Electrical Engineering, or a related field

PhD in a relevant discipline

Tools

AnyLogic

FlexSim

Python

SQL

TensorFlow

Job description

1100 Micron SemiAsiaOP Pte Ltd in Singapore is looking for a Principal Data Scientist to lead the development of semiconductor fab digital twin models and advanced simulation frameworks. Ideal candidates will have 5-12 years of experience, strong skills in Python, and expertise in digital twin and AI-driven optimization solutions.

Your role will encompass the design and deployment of high-fidelity models, driving simulation methodologies, and collaborating with diverse teams to translate operational challenges into data-driven solutions.

Requirements include a relevant degree and strong foundation in semiconductor manufacturing systems.