Data Science & AI Intern (AI)

TL;DR

Data Science & AI Intern (AI/ML): Developing anomaly detection and root cause analysis solutions for complex manufacturing processes with an accent on time series foundation models and causal AI. Focus on designing scalable data systems and implementing AI-driven optimization for resilient operational decision making.

Location: Onsite in Woodlands, Singapore

Company

Seagate is a global leader in data storage innovation, providing precision-engineered solutions to help the world manage exponential data growth.

What you will do

• Formulate business and engineering challenges as well-defined AI problems, specifically for anomaly detection (AD) and root cause analysis (RCA).
• Apply advanced data science techniques, including time series foundation models and causal AI, to model manufacturing behavior.
• Design and implement scalable data and AI systems for large-scale manufacturing datasets.
• Leverage Python and enterprise analytics platforms to deliver reliable, production-ready insights in real operating environments.
• Develop AI-driven optimization and reasoning of actionable parameters to support operational decision making.

Requirements

• 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 tabular data, time series, and computer vision.
• Proficiency in Python and libraries such as Polars and Scikit-learn.
• Experience with deep learning frameworks (PyTorch) and hyperparameter tuning (Optuna).
• Knowledge of causal AI (DoWhy, PyMC) and optimization/simulation tools (SciPy, Google OR-Tools).

Culture & Benefits

• Comprehensive onsite facilities including a canteen and coffee shop for breakfast, lunch, and dinner.
• In-house gym and dance studio available for employees.
• After-work sports community with badminton and table tennis competitions.
• Opportunities for on-site celebrations and community volunteering.
• Inclusive corporate culture based on integrity, innovation, and inclusion.