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Urgent! Global Quality Intern, Data Science & Anomaly Detection Job Opening In Singapore, Singapore – Now Hiring Seagate
The Global Quality AI/Process Control (AI/PC) team is focused on leveraging data science and machine learning to detect anomalies, improve predictive insights, and link upstream CTQs/KPIVs to reliability outcomes.
We develop reproducible AI pipelines and scalable models that contribute directly to manufacturing and product reliability improvements.
About the role - you will:
Develop and test anomaly detection methods (z-score, IQR, clustering, ML-based outlier detection, time-series anomaly methods) for ORT/COH datasets.
Assist in benchmarking anomaly detection approaches against engineering rules (e.g., red/yellow dot sweeps, column swipes).
Build reproducible Python/KNIME pipelines for anomaly scoring, labeling, and classification at both head- and drive-level.
Partner with reliability engineers to link anomalies to upstream CTQs/KPIVs and propose early warning indicators.
Contribute to building MLOps-ready anomaly models that can scale across datasets (190k rows x 300+ columns per week).
What Will You Learn and Embark on at the Start?
You will start by learning Seagate’s reliability and quality datasets, focusing on anomaly detection problems.
Your early tasks will include prototyping statistical and machine learning-based anomaly detection methods, and working with SMEs to validate model outputs.
What You Would Ultimately Be Able to Be Proficient In?
About you:
Your experience includes:
Location:
The Shugart site (named after Seagate’s founder, Al Shugart) is a research and design center.
Easily accessible from the One-North MRT Station, many employees choose to take mass transportation to work.
Being a purpose-built building, The Shugart has excellent employee recreational facilities.
Take an active break at our badminton courts, table tennis tables, in-house gym, and recreation rooms.
Our yoga and Zumba classes are very popular.
We also offer classes and interest groups in photography, gardening, and foreign languages, and have various on-site celebrations, and community volunteer opportunities
Location: Shugart, Singapore
Travel: None
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Unlock Your Global Quality Potential: Insight & Career Growth Guide
Real-time Global Quality Jobs Trends in Singapore, Singapore (Graphical Representation)
Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph below. This graph displays the job market trends for Global Quality in Singapore, Singapore using a bar chart to represent the number of jobs available and a trend line to illustrate the trend over time. Specifically, the graph shows 4284 jobs in Singapore and 3793 jobs in Singapore. This comprehensive analysis highlights market share and opportunities for professionals in Global Quality roles. These dynamic trends provide a better understanding of the job market landscape in these regions.
Great news! Seagate is currently hiring and seeking a Global Quality Intern, Data Science & Anomaly Detection to join their team. Feel free to download the job details.
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An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at Seagate adheres to the cultural norms as outlined by Expertini.
The fundamental ethical values are:The average salary range for a Global Quality Intern, Data Science & Anomaly Detection Jobs Singapore varies, but the pay scale is rated "Standard" in Singapore. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.
Key qualifications for Global Quality Intern, Data Science & Anomaly Detection typically include Mathematical Science Occupations and a list of qualifications and expertise as mentioned in the job specification. Be sure to check the specific job listing for detailed requirements and qualifications.
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Before the Interview:To prepare for your Global Quality Intern, Data Science & Anomaly Detection interview at Seagate, research the company, understand the job requirements, and practice common interview questions.
Highlight your leadership skills, achievements, and strategic thinking abilities. Be prepared to discuss your experience with HR, including your approach to meeting targets as a team player. Additionally, review the Seagate's products or services and be prepared to discuss how you can contribute to their success.
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