Senior Data Scientist - Predictive Analytics for Manufacturing

micron; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Micron Technology, Inc. is transforming semiconductor manufacturing through data, AI, and Analytics.

We seek a Senior/Staff Data Scientist to analyze massive manufacturing and business data, build predictive models, and enable intelligent decision-making across global operations. You will collaborate with world-class engineers and business leaders to deploy ML solutions that improve product quality, optimise manufacturing performance, and drive operational excellence in a highly automated

Qualifications

• Bachelor's, Master's, or PhD in Data Science, CS, Stats, Eng, Physics, or related quantitative discipline.
• 5–8 years of experience in Data Science, ML, or Advanced Analytics.
• Experience developing and deploying statistical models and ML algorithms.
• Experience with large and complex datasets, data prep, feature engineering, and model development.
• Strong SQL and database querying skills.
• Software development and analytics solution development.
• Ability to drive projects and influence stakeholders.

Responsibilities

• Collaborate with cross-functional teams to identify data-driven opportunities.
• Analyze large datasets to uncover trends and insights.
• Develop, validate, and deploy ML models and predictive analytics solutions.
• Lead analytics projects from problem definition to deployment.
• Perform exploratory data analysis and root-cause investigations.
• Design scalable data prep, cleansing, transformation, and feature engineering workflows.
• Partner with Data Engineers to operationalize models.
• Communicate findings to technical and non-technical stakeholders.
• Apply emerging AI techniques to drive innovation and continuous improvement.
• Mentor junior team members in data science methodologies.

Skills

Python

SQL

Statistical modeling

Machine learning

Data analysis

Education

Bachelor's degree

Master's degree

PhD

Tools

PySpark

Spark

Tableau

Hadoop

Job description

Micron Technology, Inc. is transforming semiconductor manufacturing through data, AI, and Analytics.

We seek a Senior/Staff Data Scientist to analyze massive manufacturing and business data, build predictive models, and enable intelligent decision-making across global operations. You will collaborate with world-class engineers and business leaders to deploy ML solutions that improve product quality, optimise manufacturing performance, and drive operational excellence in a highly automated