Fault Detection & Classification (FDC) Data Science Engineer
Samsung Electronics · Austin, TX, US
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About the Role
Samsung Austin Semiconductor is seeking a highly skilled and experienced Data Scientist Engineer to lead the development and implementation of the Fault Detection and Classification (FDC) system. This individual will manage the FDC system's evolution and integration with other factory systems and processes, while driving continuous improvement through data-driven decision making.
Responsibilities
- Lead the development, testing, and deployment of AI and data-driven solutions for the Fault Detection & Classification system, specifically for early detection and analysis of process/equipment anomalies.
- Own and oversee the development, implementation, and maintenance of the FDC system.
- Manage the system's evolution and integration with other factory systems and processes.
- Coordinate with cross-functional teams to optimize the FDC system for overall factory performance.
- Drive continuous improvement of the FDC system through data-driven decision making.
- Analyze data and trends to identify areas for improvement and implementation of system updates.
- Collaborate with data scientists and engineers to develop and deploy new models and methods for fault detection and classification.
- Develop and implement FDC methods and systems that meet the business needs of tier-1 foundries.
Requirements
- 7+ years of experience in data science, machine learning, or a relevant field, preferably in the semiconductor industry.
- 5+ years of FDC experience desired.
- Applicants must be authorized to access information subject to U.S. export control laws or eligible for government authorization.
- Agree not to disclose to Samsung or induce or encourage Samsung to use any confidential or proprietary information (including trade secrets) belonging to a current or former employer or other entity.
Location
- On-site
Work Type
- Full-time
- On-site
Experience Level
- 7+ years
Education Level
- Bachelor's degree or higher in Data Science, Machine Learning, Computer Science, Engineering, or a related field.
Salary/Compensations
- $106,000 - $174,500
Benefits
- Medical, dental, and vision insurance
- Life insurance and 401(k) matching with immediate vesting
- Onsite café(s) and workout facilities
- Paid maternity and paternity leave
- Paid time off (PTO) + 2 personal holidays and 10 regular holidays
- Wellness incentives
- MBO bonuses based on company, division, and individual performance
About the Company
- Samsung is a world leader in advanced semiconductor technology, founded on the belief that the pursuit of excellence creates a better world.
- At Samsung Austin Semiconductor, we are Innovating Today to Power the Devices of Tomorrow.
Equal Opportunity
- Samsung Electronics America, Inc. and its subsidiaries are committed to Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, status as a qualified individual with a disability, or any other characteristic protected by law.