Manufacturing Engineer – Data Science

Job Description

This role focuses on applying AI in AlMg Substrate manufacturing to improve yield, reduce defects, and minimize equipment downtime.

Essential Duties and Responsibilities

• Identify, develop, and deploy AI use cases within AlMg Substrate manufacturing, targeting yield improvement, defect reduction, and equipment downtime minimization across Plate, Wash, and Polish processes.
• Build predictive and prescriptive models using available internal AI tools on manufacturing process data extracted from MES, ERP, and IoT/sensor sources.
• Apply statistical analysis techniques including SPC, DOE, Cpk analysis, hypothesis testing, and multivariate analysis to uncover KPIV-KPOV relationships in substrate manufacturing processes.
• Develop and maintain end‑to‑end (Substrate-Media-HDD) analytics pipelines—from data extraction and preparation through model training, validation, and production deployment.
• Create sel...