Samsung Ads · 14 hours ago
Fault Detection & Classification (FDC) Data Science Engineer
1530 FM 973 Taylor, TX, USA
Full-time
Onsite
Mid, Senior Level
$70K/yr - $213K/yr
7+ years expSamsung Austin Semiconductor is a world leader in advanced semiconductor technology, seeking a highly skilled and experienced Data Scientist Engineer. The role focuses on the development and implementation of the Fault Detection and Classification (FDC) system, ensuring optimal equipment monitoring and performance in a semiconductor fabrication factory.
Marketing & Advertising
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
Qualification
Required
Bachelor's degree or higher in Data Science, Machine Learning, Computer Science, Engineering, or a related field
7+ years of experience in data science, machine learning, or a relevant field, preferably in the semiconductor industry
Strong knowledge of data analysis, statistics, and machine learning techniques and practices
Demonstrated ability in leading complex projects
Experience in collaborating with cross-functional teams, including IT and operations personnel
Strong project management, communication, and leadership skills
Preferred
5+ years of FDC experience desired
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 and MORE
Eligible full-time employees (salaried or hourly) may also receive MBO bonuses based on company, division, and individual performance.
Company
Samsung Ads
Samsung Ads helps consumers discover relevant content and brands across Smart TVs, mobile, and desktop.
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Kimberly Lauterbach
Head Of Business Operations
Recent News
2025-12-16
2025-12-15
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