Industrial AI Equipment Engineer
Core
Develop and deploy practical AI, machine-learning, and advanced-analytics solutions to improve equipment availability, troubleshooting, maintenance knowledge retention, and manufacturing decision-making in a semiconductor fab.
Role type
Senior IC Industrial AI Equipment Engineer
Builds
Digital AI/ML platforms, sensor/vision integrations, automation/AMR deployments, data lakes, digital twins, and AI agents/knowledge assistants for maintenance.
Domain
Semiconductor manufacturing (200 mm fab), Industrial IoT, IT/OT convergence
Deliverable
production ML models | product features | infrastructure
Required skills
Controls engineering, PLC programming, Vision-guided systems, Robot handling, IT/OT integration, Data integration, Software development, Project leadership, Systems engineering
Preferred skills
Semiconductor equipment experience, Machine learning (image classification, predictive maintenance), AMR deployment, Data modeling/simulation, 3D CAD, Lean/Six Sigma
Technologies
XMA/XSITE, FDC/FabGuard, MES, Ignition/SCADA, PLCs, AMRs, LLMs
Responsibilities
Own the equipment AI roadmap and execute from proof-of-concept to production; Integrate sensors, vision, and controls at the tool; Lead automation and AMR deployments; Build data foundations connecting equipment and facilities data; Develop AI agents and knowledge assistants for maintenance; Partner with IT/OT and vendors to align with security standards; Mentor engineers and technicians on data/AI methods.
Seniority
Senior, hands-on IC with project leadership