AI Engineer - (B5)
Core
Architect and scale manufacturing data ecosystems and drive agentic workflows to optimize yield, predictive maintenance, and constraint resolution in semiconductor and display manufacturing.
Role type
Senior IC AI/ML Engineer (Manufacturing Data & Automation)
Builds
Autonomous AI-powered pipelines, production-grade analytics solutions, and intelligent automation systems for industrial manufacturing.
Domain
Semiconductor and display manufacturing, industrial data systems, supply chain optimization.
Deliverable
production ML models | product features | infrastructure
Required skills
Advanced analytics, machine learning, statistical modeling, agent-based systems, AI orchestration, workflow automation, data architecture, SQL, Python, R, industrial data systems.
Preferred skills
Thought leadership in manufacturing data science, cross-domain knowledge in supply chain and quality, experience with digital twins.
Technologies
Python, R, SQL, modern data platforms.
Responsibilities
Design and implement robust methods to ingest and analyze structured/unstructured data from plant and supply chain sources; Apply statistical and ML techniques to solve complex manufacturing problems; Build autonomous AI pipelines for data ingestion and decision-making; Define and optimize scalable data architecture for real-time analytics; Partner with operations teams to translate data into actionable business outcomes; Develop algorithms and automation pipelines for large-scale industrial datasets; Lead and mentor multi-disciplinary teams to deliver production-ready solutions.
Seniority
Senior, hands-on IC with leadership responsibilities