Staff GenAI Engineer for Semiconductor AI/ML Systems

Micron Technology, Inc; Singapore; On-site; SGD 180,000 - 260,000; Full time

Job summary

Micron Technology, Inc. in Singapore is seeking a Staff Product Engineer to lead GenAI, AI/ML, and advanced data analytics initiatives for semiconductor engineering.

You will prototype and scale AI‑driven solutions to improve productivity, decision making, and insights across manufacturing and validation workflows. This role partners with design engineering, data science, IT, and manufacturing to deliver end‑to‑end AI systems, from data pipelines to production deployment, with emphasis on

Qualifications

• Bachelor’s or Master’s degree in Electrical Engineering, Computer Science, Data Science, Statistics, AI or related field.
• Minimum 2 years of hands‑on experience developing and deploying AI applications in engineering contexts.
• Strong programming proficiency in Python and SQL.
• Solid foundation in data analytics and visualization using pandas, scikit‑learn, matplotlib, plotly.
• Familiarity with agentic AI frameworks and evaluation tools.
• Experience with modern AI coding tools and agentic coding harnesses.
• Hands‑on experience deploying AI/ML systems involving LLMs, RAG, and production frameworks.
• Cloud experience with GCP/AWS/Azure and deploying ML pipelines in production.

Responsibilities

• GenAI system development for semiconductor engineering workflows.
• Develop scalable data pipelines to ingest, clean, transform, and analyze large datasets.
• Apply data science libraries to perform deep analysis and generate visualizations.
• Build, evaluate, and optimize LLM‑based workflows and RAG pipelines.
• Develop and productionize ML/DL models for classification, anomaly detection, and decision support.
• Implement robust data processing techniques in distributed frameworks.
• Collaborate with cross‑functional teams to translate engineering problems into AI/ML solutions.
• Support deployment, monitoring, and operationalization of AI/ML solutions in cloud environments.

Skills

Python

SQL

Data analytics

Pandas/Matplotlib

LLM/GenAI

Cloud experience

PyTorch/TensorFlow

Kubernetes

Communication

Education

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

Tools

BigQuery

Snowflake

MSSQL

Oracle

Redshift

Kubernetes

LangGraph

Google ADK

AutoGen

Job description

Micron Technology, Inc. in Singapore is seeking a Staff Product Engineer to lead GenAI, AI/ML, and advanced data analytics initiatives for semiconductor engineering.

You will prototype and scale AI‑driven solutions to improve productivity, decision making, and insights across manufacturing and validation workflows. This role partners with design engineering, data science, IT, and manufacturing to deliver end‑to‑end AI systems, from data pipelines to production deployment, with emphasis on