Manufacturing Data Engineer II (Drive Auto-Diagnostic)
Summary
Builds and refines automated diagnostic logic for hard-drive manufacturing using Python, Java, and ML to reduce defects and improve factory efficiency.
About our group:
The ADG (Auto-Diagnostic Group) team develops andmaintainsautomated failure-disposition technologies for HDD manufacturing. Our work ensures consistent accuracy, fasterdebug, reduced scrap, and improved operational efficiency across high-volume factories. We design rule-based and ML-assisted diagnostic logic, manage automation workflows, analyze failure signatures, and collaborate with Process Engineering, Product Engineering and Drive Firmware and Test Engineering functions to deliver robust automation solutions.
About the role - you will:
Development and enhancement of ADG rules and logic for HDD failure disposition
Perform data extraction, cleansing, and analysis toidentifydefect patterns and improve automation accuracy
Monitor system performance andassistwith daily/weekly reporting related to ADG accuracy and disposition effectiveness
Design, develop, andmaintainweb applications using Python
Develop system tool support debug and Drive ADG Engineering
About you:
Self-motivated to learn new knowledge and technology follow the guideline
Strong in project management,able to prioritize multiple tasks, manage conflicting deadlines, and work effectively in a dynamic environment
Strong competency in data analysis, logical thinking, workflow design, andSOPdesign and implementation
Effective team player withstrongcommunicationskills andprovenability to collaborate across cross-functional teams
Your experience includes:
Education:
Bachelor's orMaster's degree in Engineering, Information Technology, Data Science, ora relatedfield.
Technicalskills: Python,Javaorprogramming languages
AI/ML: Strong foundational skill setofMachine Learning to manufacturing
Minimum of 3 years of experience in an engineering-related field
Location: Korat Thailand Our Korat facility is our largest manufacturing site worldwide, with more than 10,000 employees. Here, our team produces cloud-based storage equipment, from individual storage components to finished drives. Employees enjoy ample on-site parking, free shuttle vans and buses within the city of Korat, as well as transportation to and from Bangkok and Khon Kaen province on weekends. At work, you can grab a delicious breakfast, lunch, dinner, or snacks at one of our 24/7 on-site canteens or coffee shops. We offer table tennis, basketball, volleyball, a running/walking trail, and exercise classes in our on-site fitness center. In addition, there are relaxing spaces with comfortable seating both indoors and outdoors, perfect for taking a break during the day. Additionally, consider joining any of our employee resource groups (ERGs), such as Seagate Women in Leadership Network (SWLN), Seagate PRIDE: Thailand chapter, or Seagate Asia's parents and caregivers group. We also have many on-site recreation events and opportunities to give back to the local community.
Location : Korat Thailand Travel : None
The ADG (Auto-Diagnostic Group) team develops andmaintainsautomated failure-disposition technologies for HDD manufacturing. Our work ensures consistent accuracy, fasterdebug, reduced scrap, and improved operational efficiency across high-volume factories. We design rule-based and ML-assisted diagnostic logic, manage automation workflows, analyze failure signatures, and collaborate with Process Engineering, Product Engineering and Drive Firmware and Test Engineering functions to deliver robust automation solutions.
About the role - you will:
Development and enhancement of ADG rules and logic for HDD failure disposition
Perform data extraction, cleansing, and analysis toidentifydefect patterns and improve automation accuracy
Monitor system performance andassistwith daily/weekly reporting related to ADG accuracy and disposition effectiveness
Design, develop, andmaintainweb applications using Python
Develop system tool support debug and Drive ADG Engineering
About you:
Self-motivated to learn new knowledge and technology follow the guideline
Strong in project management,able to prioritize multiple tasks, manage conflicting deadlines, and work effectively in a dynamic environment
Strong competency in data analysis, logical thinking, workflow design, andSOPdesign and implementation
Effective team player withstrongcommunicationskills andprovenability to collaborate across cross-functional teams
Your experience includes:
Education:
Bachelor's orMaster's degree in Engineering, Information Technology, Data Science, ora relatedfield.
Technicalskills: Python,Javaorprogramming languages
AI/ML: Strong foundational skill setofMachine Learning to manufacturing
Minimum of 3 years of experience in an engineering-related field
Location: Korat Thailand Our Korat facility is our largest manufacturing site worldwide, with more than 10,000 employees. Here, our team produces cloud-based storage equipment, from individual storage components to finished drives. Employees enjoy ample on-site parking, free shuttle vans and buses within the city of Korat, as well as transportation to and from Bangkok and Khon Kaen province on weekends. At work, you can grab a delicious breakfast, lunch, dinner, or snacks at one of our 24/7 on-site canteens or coffee shops. We offer table tennis, basketball, volleyball, a running/walking trail, and exercise classes in our on-site fitness center. In addition, there are relaxing spaces with comfortable seating both indoors and outdoors, perfect for taking a break during the day. Additionally, consider joining any of our employee resource groups (ERGs), such as Seagate Women in Leadership Network (SWLN), Seagate PRIDE: Thailand chapter, or Seagate Asia's parents and caregivers group. We also have many on-site recreation events and opportunities to give back to the local community.
Location : Korat Thailand Travel : None