Amkor is seeking a Head of AI to lead its Artificial Intelligence strategy and execution, focusing on machine learning (ML) and deep learning (DL) solutions to drive innovation in semiconductor assembly and test processes
Requirements
- Expertise in ML/DL frameworks (TensorFlow, PyTorch, etc.)
- Strong knowledge of data engineering and unified data platforms
- Working knowledge of Microsoft Fabric or similar technologies is a plus
- Experience in semiconductor manufacturing
- Familiarity with edge AI and real-time analytics for factory environments
- Understanding of cloud-based AI deployment (Azure preferred)
Responsibilities
- Strategic Leadership: Define and execute the AI roadmap aligned with business objectives for OSAT manufacturing
- Solution Development: Lead the design and deployment of ML/DL models for predictive maintenance, defect detection, process optimization, and yield improvement
- Data Platform Integration: Collaborate with data engineering teams to build and maintain unified data platforms, ensuring seamless integration of AI solutions
- Technology Evaluation: Stay ahead of emerging AI technologies and assess their applicability to manufacturing environments
- Cross-Functional Collaboration: Work closely with operations, engineering, and IT teams to ensure AI solutions deliver measurable business impact
- Team Building: Recruit, mentor, and manage a high-performing AI team
Other
- Education: Master's or Ph.D. in Computer Science, Data Science, Electrical Engineering, or related field
- 12+ years in AI/ML, with at least 5 years in leadership roles
- Excellent communication, strategic thinking, and stakeholder management abilities
- Must reside near the local Amkor office or be willing to relocate to be considered
- Hybrid schedule
