Fault Detection & Classification (FDC) Data Science Engineer

Samsung Electronics America Inc
  • Taylor, TX
    30+ days ago

    Job Description

    About Samsung Austin Semiconductor

    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.

    Come innovate with us!

    Position Summary

    Samsung Austin Semiconductor is seeking an Automation & Digital Transformation Engineer to develop, support, and improve automation systems used in semiconductor manufacturing.

    As part of a small, collaborative engineering team, you will translate manufacturing and operational needs into practical technical solutions. Your work will span new fab system startup, complex troubleshooting, and ongoing system improvement. You will partner with internal customers, vendors, and headquarters teams to strengthen system reliability, improve functionality, and support efficient manufacturing operations.

    This role offers the opportunity to solve challenging engineering problems, investigate how interconnected systems behave, and help shape automation capabilities in a fast-paced manufacturing environment.

    Role and Responsibilities

    What You'll Do:

    • Develop automation solutions: Translate customer and operational requirements into technical designs, and develop, test, and implement solutions that address manufacturing needs.
    • Troubleshoot interconnected systems: Investigate complex issues across applications, databases, infrastructure, and system interfaces to identify root causes and implement effective solutions.
    • Support new fab startup: Collaborate with headquarters deployment teams, vendors, and local stakeholders on system setup, integration, testing, and startup readiness.
    • Sustain and optimize systems: Maintain existing automation systems, resolve functional issues, and identify opportunities to improve reliability, performance, and maintainability.
    • Coordinate with vendors: Partner on troubleshooting, configuration, deployment, and resolution of technical issues.
    • Maintain technical documentation: Keep system configurations, operating procedures, troubleshooting guidance, and change documentation accurate and current.
    • Communicate with stakeholders: Explain technical findings, solution options, and implementation progress clearly to engineering teams and internal customers.

    Skills and Qualifications

    What You'll Bring:

    • A bachelor's degree or higher in Engineering or Computer Science, with Computer Science or Computer Engineering preferred.
    • At least one year of relevant professional experience in automation engineering, software development, system integration, or technical systems support.
    • Experience analyzing complex technical systems and understanding how components, interfaces, and dependencies interact.
    • Strong technical troubleshooting skills, including a structured approach to root cause analysis and problem resolution.
    • Intermediate proficiency in Python, including experience with data processing or scientific computing libraries such as NumPy, SciPy, or Polars.
    • Foundational knowledge of container technologies and orchestration tools, including Docker and Kubernetes.
    • Foundational knowledge of SQL and relational databases.
    • Familiarity with Linux environments and basic command-line operations.
    • Ability to translate customer needs into practical technical solutions and collaborate across teams.
    • Clear communication, attention to documentation, and a commitment to responsive customer support.

    Helpful Additional Experience:

    • Experience with PostgreSQL or NoSQL databases such as MongoDB and Cassandra.
    • Experience supporting automation systems in semiconductor manufacturing or another complex production environment.
    • Experience with system integration, production troubleshooting, or new system deployment.

    Total Rewards

    At Samsung Austin Semiconductor, base pay is just one part of our total compensation package. The base compensation for this role will depend on education, experience, skills, and location.

    We offer a comprehensive benefits package, including:

    • 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.

    All positions at Samsung Austin Semiconductor are full-time on-site.

    Trade Secrets

    By submitting an application, you 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.

    • Please visit Samsung membership to see Privacy Policy, which defaults according to your location. You can change Country/Language at the bottom of the page. If you are European Economic Resident, please click here.
    • 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.

    Numbers & Facts

    LocationTaylor, TX

    Skills

    • Apache Cassandraunmatched
    • Automationunmatched
    • Automation Engineeringunmatched
    • Automation Systemsunmatched
    • Command Lineunmatched
    • Communication Skillsunmatched
    • Computer Engineeringunmatched
    • Computer Scienceunmatched
    • Customer Support/Serviceunmatched
    • Data Processingunmatched
    • Data Scienceunmatched
    • Dockerunmatched
    • Documentationunmatched
    • Identify Issuesunmatched
    • Integration Testingunmatched
    • Linux Operating Systemunmatched
    • Manufacturingunmatched
    • Manufacturing Operationsunmatched
    • MongoDBunmatched
    • NoSQLunmatched
    • Operational Strategyunmatched
    • Operational Supportunmatched
    • Operations Processesunmatched
    • Performance Managementunmatched
    • PostgreSQLunmatched
    • Problem Solving Skillsunmatched
    • Production Systemsunmatched
    • Python Programming/Scripting Languageunmatched
    • Relational Databases (RDBMS)unmatched
    • Reliability Engineeringunmatched
    • Root Cause Analysisunmatched
    • SQL Databasesunmatched
    • Semiconductor Manufacturingunmatched
    • Semiconductorsunmatched
    • Software Developmentunmatched
    • Startupunmatched
    • System Integration (SI)unmatched
    • System Start-Upunmatched
    • Systems Administration/Managementunmatched
    • Systems Analysisunmatched
    • Systems Maintenanceunmatched
    • Systems Reliabilityunmatched
    • Team Playerunmatched
    • Technical Analysisunmatched
    • Technical Supportunmatched
    • Technical Writingunmatched
    • Technical/Engineering Designunmatched
    • Test Plan/Scheduleunmatched
    • Testingunmatched

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