Senior Engineer, STPG PE NAND
Core
Define, assess, and safeguard the reliability of NAND Flash products through advanced analytics, large-scale data infrastructure, and AI/ML solutions.
Role type
Senior IC Reliability Product Engineer (Data & AI)
Builds
Scalable cloud-based data platforms, ETL pipelines, and AI/ML solutions for engineering analysis and failure detection.
Domain
Semiconductor manufacturing / NAND Flash / Reliability Engineering / Cloud Data
Deliverable
production ML models
Required skills
Python, SQL, PySpark, BigQuery, AI/ML, Data Analytics, Reliability Engineering, Electrical Failure Analysis, Data Cleansing, Outlier Detection, Distributed Computing
Preferred skills
LLMs, RAG, Agentic Workflows, PyTorch, TensorFlow, GCP/AWS/Azure, Modern AI Coding Tools
Technologies
Python, SQL, PySpark, BigQuery, Pandas, Scikit-learn, Matplotlib, Plotly, PyTorch, TensorFlow, GCP, AWS, Azure
Responsibilities
Develop and maintain scalable ETL pipelines for large-scale engineering data; Design and deploy AI/ML solutions for anomaly detection and reliability assessment; Collaborate with cross-functional teams to translate engineering problems into data solutions; Support deployment and monitoring of AI/ML solutions in cloud environments; Communicate technical findings to stakeholders.
Seniority
Senior, hands-on IC
