Senior/Staff Product Engineer (GenAI, AI/ML & Advanced Data Analytics)
Core
Design, build, and scale GenAI, machine learning, and advanced data analytics solutions to improve semiconductor engineering productivity, decision-making, and workflow efficiency.
Role type
Senior/Staff Product Engineer (GenAI, AI/ML & Advanced Data Analytics)
Builds
Intelligent systems for code generation, data extraction, analytics, documentation automation, failure triage, and technical knowledge retrieval within semiconductor engineering workflows.
Domain
Semiconductor manufacturing and engineering
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, SQL, LLM workflow engineering (RAG, prompting, orchestration), distributed data processing (PySpark, BigQuery), machine learning model development (PyTorch, TensorFlow), data analytics and visualization (pandas, scikit-learn, matplotlib, plotly), agentic AI frameworks (LangGraph, AutoGen, Google ADK)
Preferred skills
Semiconductor-specific AI/ML applications, deep learning architectures and computer vision, enterprise data platforms (Snowflake, MSSQL, Oracle, Redshift), Kubernetes, web technologies (JavaScript, HTML, CSS), scalable enterprise-grade system design
Technologies
PySpark, BigQuery, PyTorch, TensorFlow, LangGraph, AutoGen, Google ADK, AgentEval, GCP, AWS, Azure
Responsibilities
Design and build GenAI-powered agentic systems for engineering workflows; develop scalable data pipelines for heterogeneous manufacturing datasets; apply data science techniques for deep analysis and visualization; build and optimize LLM-based workflows including RAG and inference orchestration; develop and productionize ML models for classification, regression, and anomaly detection; implement distributed data processing techniques for cleansing and outlier detection; partner with cross-functional teams to translate engineering problems into AI/ML solutions; support deployment and operationalization of AI/ML solutions in cloud environments; identify high-impact opportunities for AI/ML to improve business outcomes
Seniority
Senior/Staff, hands-on IC with innovation leadership
