Fault Detection & Classification (FDC) Data Science Engineer jobs in United States
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Samsung Electronics · 6 hours ago

Fault Detection & Classification (FDC) Data Science Engineer

Samsung Austin Semiconductor is a world leader in advanced semiconductor technology, and they are seeking a highly skilled and experienced Data Scientist Engineer to lead the development and implementation of the Fault Detection and Classification (FDC) system. The role involves managing the system's evolution, integrating it with factory systems, and driving continuous improvement through data-driven decision making.

Consumer ElectronicsElectronicsManufacturingMobile AppsMobile Devices
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H1B Sponsor Likelynote

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

Data ScienceMachine LearningFault Detection & ClassificationData AnalysisProject ManagementCommunication SkillsLeadership SkillsCollaboration Skills

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
5+ years of FDC experience desired
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

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

Company

Samsung Electronics

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Samsung Electronics is a technology company that engages in consumer electronics, IT and mobile communications, and device solutions.

H1B Sponsorship

Samsung Electronics has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (206)
2024 (143)
2023 (234)
2022 (169)
2021 (144)
2020 (144)

Funding

Current Stage
Public Company
Total Funding
$4.75B
Key Investors
U.S. Department of Commerce
2024-04-15Grant· $4.75B
2023-01-10Post Ipo Equity
1975-06-11IPO

Leadership Team

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Boo-Keun Yoon
President & CEO
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Jong Hee Han
Vice Chairman & CEO
Company data provided by crunchbase