Senior Data Scientist, AI & Smart Manufacturing

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 110,000 - 150,000; Full time

Job summary

Micron Technology, Inc. in Singapore is seeking a Data Scientist to join the Smart Manufacturing and AI organization.

You will collaborate with international data scientists, data engineers, software engineers, and process engineers to develop data science solutions for quality, yield, and manufacturing efficiency. You will own pipelines from data acquisition to deployment, work with terabytes and petabytes of data, and apply machine learning, statistics, and deep learning to improve product

Qualifications

• 3+ years of data science experience in engineering or related industry with in-depth knowledge of statistical modeling, ML and deep learning.
• Strong Python skills and familiarity with ML frameworks (e.g., PyTorch, scikit-learn).
• Ability to extract and cleanse data from multiple databases via SQL and related query languages.
• Experience with Google Cloud Platform or other big-data platforms is a plus.
• Capability to prototype solutions quickly and deploy models into production environments.

Responsibilities

• Collaborate with an international team of data scientists, data engineers, software engineers, process & equipment engineers, process integration engineers, yield enhancement engineers, and R&D to develop new data science solutions that improve quality, yield, reduce deviations, improve manufacturing cycle time, reduce cost, and extend manufacturing capabilities.
• Use mathematics, statistics, IT, ML, data engineering, and visualization to discover patterns in data.
• Take ownership of pipelines from data acquisition, model building and deployment, to visualization and user delivery in semiconductor manufacturing projects.
• Explore and drive value from new data sources, sensors, and collaborations with suppliers or other business partners.

Skills

Python

SQL

Machine Learning

Deep Learning

Data Visualization

Google Cloud

Communication

Model Deployment

PyTorch

Scikit-learn

Education

B.S./M.S. in Data Science/CS/Industrial Engineering

Ph.D. a plus

Tools

PyTorch

Scikit-learn

Job description

Micron Technology, Inc. in Singapore is seeking a Data Scientist to join the Smart Manufacturing and AI organization.

You will collaborate with international data scientists, data engineers, software engineers, and process engineers to develop data science solutions for quality, yield, and manufacturing efficiency. You will own pipelines from data acquisition to deployment, work with terabytes and petabytes of data, and apply machine learning, statistics, and deep learning to improve product