Senior Engineer, STPG PE NAND
Core
Define, assess, and safeguard the reliability of NAND Flash products by developing scalable data platforms, ETL pipelines, and AI/ML solutions for engineering analysis and failure detection.
Role type
Senior IC Data Engineer (Reliability & AI/ML)
Builds
Cloud-based data platforms, ETL pipelines, and AI/ML models for semiconductor reliability
Domain
Semiconductor manufacturing / Reliability Engineering / Data Engineering
Deliverable
production ML models
Required skills
Python, SQL, PySpark, BigQuery, ETL pipeline design, AI/ML model development, data cleansing, outlier detection, distributed computing
Preferred skills
LLM integration (RAG, agentic workflows), PyTorch, TensorFlow, GCP/AWS/Azure, modern AI coding tools (Claude Code, Cursor)
Technologies
Python, SQL, PySpark, BigQuery, PyTorch, TensorFlow, GCP, AWS, Azure
Responsibilities
Design and maintain scalable ETL pipelines for large-scale engineering data; Develop and deploy AI/ML solutions for anomaly detection and failure analysis; Collaborate with cross-functional teams to translate engineering problems into data solutions; Support deployment and monitoring of AI/ML models in cloud environments; Identify opportunities to apply GenAI and analytics for engineering productivity; Communicate technical findings to stakeholders.
Seniority
Senior, hands-on IC
