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Lead Scientist, Modeling & Simulation at Entegris - ApplyBlast

Lead Scientist, Modeling & Simulation

Entegris

2 months ago

3.3 on Glassdoor

Zhudong, Hsinchu County, Taiwan

Onsite

Full Time

Senior

0 applicants

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About this role

The Lead Scientist, Modeling & Simulation will act as a bridge between R&D/manufacturing processes and data/ML initiatives, extracting insights from large heterogeneous datasets and developing predictive and physics‑informed models. The role involves collaborating with cross‑functional engineering teams to translate scientific problems into data‑science frameworks and deliver AI‑enabled solutions for yield, quality, and process optimization.

Responsibilities

Extract insights from large heterogeneous datasets
Develop predictive models for yield, quality, and defect prediction
Build and deploy ML pipelines in production environments
Integrate datasets from multiple engineering domains for data science applications
Communicate insights to cross‑functional stakeholders

Skills

Qualifications

Master's degree in data science, computer science, industrial engineering, chemical engineering, chemistry, physics or related fieldPhD in data science, computer science, industrial engineering, chemical engineering, chemistry, physics or related field