Address
Form of workWhat You'll Learn
- Project: Understanding current status of the use of AI/ML/DL in semiconductor manufacturing, design and its future trends.
- Skills You'll Learn:
- Theoretical understanding of semiconductor device design pipeline
- Theoretical understanding of semiconductor manufacturing process, characterization and packing
- Building interview skills
- Understanding open innovation works including competitive analyses, collaboration, partnerships, ecosystem development etc.
- Summarizing and writing technical papers.
What You'll Do
- Reading & summarizing published scientific literatures in use of AI/ML for semiconductor device design and semiconductor manufacturing process; it includes peer-reviewed and non-peer reviewed papers (eg. Arxiv) in these areas.
- Following news and social media threads on AI/ML/DL & semiconductor design and manufacturing related news on daily basis.
- Interviewing experts in the fields (up to 12).
- Attending seminars, webinars, conferences, symposium etc.
- Collaborating with internal experts to understand the needs from Samsung.
- Writing a technical paper on current status of the use of AI/ML/DL in semiconductor manufacturing and device design, and future trends
- Complete other responsibilities as assigned.
Location: Hybrid, working onsite at our San Jose, CA headquarters 3 days per week with the flexibility to work remotely the remainder of your time
What You Bring
- MS or PhD in EE or CS areas; MBAs + BS/MS in EE/CS
- Well understanding about ML/DL technologies, and its recent trends
- Good understanding about semiconductor device design and manufacturing process
- Research experience in use of AI/ML in semiconductor process and design would be preferred
- Previous experience in interviewing technical experts would be preferred.
- This position is not for students interested in coding.
- You're inclusive, adapting your style to the situation and diverse global norms of our people.
- An avid learner, you approach challenges with curiosity and resilience, seeking data to help build understanding.
- You're collaborative, building relationships, humbly offering support and openly welcoming approaches.
- Innovative and creative, you proactively explore new ideas and adapt quickly to change.
