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Principal/Staff ML/AI Engineer, Product Engineering, STPG

Company

1100 Micron SemiAsiaOP Pte Ltd

Location

singapore, singapore

Type

Full-time

About the Role

Join our Product Engineering team to develop AI and Machine Learning solutions that transform semiconductor workflows. This role focuses on model development and agentic AI applications, enabling smarter testing, faster yield advancement, and engineering automation to improve cost, cycle time, and quality.

Key Responsibilities
  • Machine Learning Development: build predictive models for yield, test time, and reliability analysis using structured/tabular data; use advanced machine learning techniques to analyze complex datasets and generate actionable insights that improve manufacturing and operational performance; build and validate ML workflows for large‑scale semiconductor datasets.
  • Agentic AI Solutions: develop intelligent agents to automate engineering tasks (e.g., test program validation, yield analysis, report generation); integrate agents with enterprise tools (JIRA, Confluence, SharePoint) and internal systems.
  • Data Eng...

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