About our group:
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. 
 
The Operational Intelligence Group transforms data into actionable insights to help our internal teams develop industry-leading storage solutions. Our vision is to drive the company toward Industry 4.0 by leveraging advanced analytics, machine learning, and AI to optimize operations and unlock new business value. Dedicated to innovation and continuous improvement, we collaborate with cross-functional teams to deliver impactful solutions and maintain a competitive edge in the digital era. About the role - you will:


Work closely with mentors to develop automated root cause analysis solutions for drift anomalies in complex hard drive manufacturing processes 




Assist in the design and development of advanced root cause analysis (RCA) techniques tailored for tabular and time series datasets based on Bayesian Statistics framework 




Evaluate the effectiveness of using Bayesian Networks and Causal Discovery as RCA tools and clarify the differences between these techniques. Utilize probabilistic programming to estimate uncertainty intervals for the parameters of interest 




Refine and optimize the techniques to meet production deployment requirements, focusing on practical constraints such as the need to process millions of records in batch mode using reasonable computing resources 

About you:


Ability to drive initiatives and influence outcomes 




Positive attitude and problem-solving mindset 




Strong organizational and time management skills 




Collaborative and adaptable in a team environment 

Your experience includes:


Currently pursuing a doctoral, master’s, or bachelor’s degree in Statistics, Data Science, Computer Science and Engineering, or a related field 




Proficient in Python or R, with experience using probabilistic programming libraries such as PyMC and similar tools 




Experience with data science and AI technologies through past projects is a plus 

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