AFM ML Auto Image Statement Labeling project

Since 1979, Seagate has been creating precision-engineered data storage technologies that deliver superior capacity, speed, safety, and performance. We are a diverse workforce of 40,000 creative, hard-working, passionate people all over the world—Silicon Valley, the Southeast Asia, India, China, the United Kingdom, and beyond. At Seagate, we know that data is always in motion, alive, connected—and we harness it in order to maximize human potential.

We are developing a machine learning (ML) solution to automatically review and label AFM (Atomic Force Microscopy) images. The goal is to design, build, and test a machine learning workflow that improves image quality checking, reduces rework, and standardizes image labeling.

• Study the current AFM image review and labeling process

• Collect, organize, and prepare AFM raw images for machine learning use

• Assist in developing and training a machine learning model for image classification

• Evaluate model performance and identify common failure cases

• Support integration of ML results into the existing AFM data workflow

• Create simple documentation and presentation materials to explain results

• Self-motivated and independent learner

• Team player with excellent communication and interpersonal skills

• Resourceful and savvy professionals that are committed to finding solutions and making an impact

• Good team player with stakeholder management skills

• Strong interpersonal and communication skills (written and verbal)

• Good in English verbal and written communication.

• Detail-oriented and organized

• Currently pursuing a bachelor’s degree in IT, Computer Science, Computer Engineering majors or a related field

• Experience with image processing or machine learning projects

• Familiarity with libraries such as TensorFlow, PyTorch, OpenCV or similar.

• Interest in manufacturing, automation, or AI applications

• Basic understanding of data visualization or reporting tools

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 individuak 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/waliking trail, and exercise classes in our on-site fitness center. In addition, there are relaxing spaces with comfortable seating both indoors and out doors, perfect for taking a break during the day.

Additionally, consider joining any of our employee resource group (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