Senior NAND Reliability & AI Data Engineer

Micron Technology, Inc.; Singapore; Presencial; SGD 120.000 - 180.000; Jornada completa

Descripción de la vacante

Micron Technology, Inc. is seeking a Senior Engineer to drive reliability analytics for NAND products. You will own cloud-based data platforms, ETL pipelines, and AI/ML solutions to improve engineering decisions and prevent customer escapes.

The role collaborates with AI, IT, and Quality teams to translate complex reliability challenges into scalable data-driven strategies, shaping product disposition and quality at scale.

Formación

• Strong fundamentals in data analytics and AI/ML for reliability analysis.
• Experience with data cleansing, outlier handling, and large-scale datasets.
• Proficient in Python and SQL with cloud data platforms.

Responsabilidades

• Define and safeguard NAND reliability via analytics and AI.
• Develop cloud-based data platforms and ETL pipelines for engineering data.
• Collaborate with IT and data teams to automate data workflows.
• Translate complex reliability problems into scalable AI/ML solutions.
• Develop, evaluate, and deploy AI/ML models for failure analysis and anomaly detection.
• Support deployment and monitoring of AI solutions in cloud environments.
• Promote AI-enabled productivity and communicate findings to stakeholders.

Conocimientos

Python

SQL

Data analytics

AI/ML

Semiconductor reliability

Data engineering

Communication

Educación

Bachelor’s degree or higher in Electrical Engineering, Computer Science, Data Science, Statistics, AI, or related

Herramientas

BigQuery

PySpark

Pandas

scikit-learn

matplotlib

plotly

Descripción del empleo

Micron Technology, Inc. is seeking a Senior Engineer to drive reliability analytics for NAND products. You will own cloud-based data platforms, ETL pipelines, and AI/ML solutions to improve engineering decisions and prevent customer escapes.

The role collaborates with AI, IT, and Quality teams to translate complex reliability challenges into scalable data-driven strategies, shaping product disposition and quality at scale.