Seagate Technology

Data Science, AI Intern

Seagate Technology

internship

Posted on:

Location Type: Office

Location: Woodlands • Singapore

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Job Level

Entry Level

Tech Stack

PythonPyTorchScikit-Learn

About the role

  • Work closely with data scientist mentors to formulate business and engineering challenges as well‑defined AI problems, developing anomaly detection (AD) and root cause analysis (RCA) solutions for complex manufacturing processes and capacity planning controls
  • Apply advanced data science techniques—including time series foundation models for machine sensor AD problems, causal AI for RCA problems, and AI-driven optimization and reasoning of actionable parameters—to accurately model manufacturing behavior and enable data driven, resilient operational decision making
  • Design and implement scalable data and AI systems for large‑scale manufacturing datasets, leveraging Python, advanced AI/ML modeling, and enterprise analytics platforms to deliver reliable, production‑ready insights in real operating environments

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 projects involving tabular data, time series data, and computer vision, in order of importance
  • Proficient in Python for model development with some experience in libraries (Polar, Scikit-learn), deep learning frameworks (PyTorch), hyperparameter tuning (Optuna), causal AI (DoWhy, PyMC), optimization and simulation (SciPy, Google OR-Tools, Evolutionary Algorithms, Mesa), GenAI-based complex reasoning (OctoTools) and evolutionary coding agents (OpenEvolve)
Benefits
  • Breakfast, lunch, dinner, and snacks at our onsite canteen and coffee shop
  • In-house gym and dance studio
  • After-work badminton and table tennis competitions
  • On-site celebrations and community volunteer opportunities
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
data sciencemachine learninganomaly detectionroot cause analysistime series modelingcausal AIoptimizationPythondeep learninghyperparameter tuning
Soft Skills
collaborationproblem-solvinganalytical thinkingcommunicationdecision making