About Our Group
The Global Operational Intelligence Group 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 data scientist mentors to formulate business and engineering challenges as welldefined AI problems, developing anomaly detection (AD) and root cause analysis (RCA) solutions for complex manufacturing processes and capacity planning controls
- Apply advanced data science techniquesincluding time series foundation models for machine sensor AD problems, causal AI for RCA problems, and AI-driven optimization and reasoning of actionable parametersto accurately model manufacturing behavior and enable data driven, resilient operational decision making
- Design and implement scalable data and AI systems for largescale manufacturing datasets, leveraging Python, advanced AI/ML modeling, and enterprise analytics platforms to deliver reliable, productionready insights in real operating environments
About You
- 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
Your Experience Includes
- 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)
Location:
Our Woodlands site is one of the largest electronics manufacturing sites in Singapore, housing our recording media operations. Spread over three sites, it is easily accessible via bus or from the MRT Station, with many employees taking mass transportation to work. Here at work, you can enjoy breakfast, lunch, dinner, and snacks at our onsite canteen and coffee shop. We offer a range of facilities including an in-house gym and dance studio, as well as after-work badminton and table tennis competitions. On-site celebrations and community volunteer opportunities also abound.
Location: Woodlands, Singapore, W2
Travel: None
