Data Science Intern
5 days ago
The Operational Intelligence Group (OIG) transforms data into actionable insights to support factory operations in delivering industry-leading hard disk drive solutions. We aim to drive Seagate factory's digitalization and intelligence by leveraging advanced analytics, machine learning (ML), and artificial intelligence (AI) to optimize operations and unlock new business value.
About the role - you will:- Work closely with mentors to develop regression models incorporating causality for predicting downstream outcomes in complex hard drive manufacturing processes
- Assess the effectiveness of various solution techniques and highlight their differences. Leverage 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
- Passionate about AI/ML technology with a focus on delivering practical business value
- Collaborative, adaptable, and effective in team environments
- Proven ability to drive initiatives and influence key outcomes
- Strong problem-solving mindset, with organizational and time management skills
- Bachelor's degree or higher in Data Science, Statistics, Computer Engineering, or a related field
- Substantial experience in AI/ML technologies applied to industrial use cases, including projects involving tabular data, time series data, and computer vision, in order of importance
- Proficient in Python for model development, with hands-on experience in libraries (e.g., Pandas or Polar, Scikit-learn or PyCaret) and deep learning frameworks (e.g., PyTorch or TensorFlow), along with tools like AutoML and hyperparameter tuning techniques (e.g., Optuna, FLAML)
- Proficiency in English for writing, speaking, and presentations
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
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