Senior Data Scientist - Semiconductor Analytics & Optimization

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Micron is seeking a data analytics professional to design and implement methods for consolidating diverse big data sources into actionable insights for client services and product improvements.

The role involves collaborating with product teams, applying optimization and simulation to production metrics, and communicating findings to management worldwide. A strong foundation in programming and modeling is required along with semiconductor experience.

Qualifications

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, OR equivalent with strong programming and modeling.
• 3+ years of experience in JAVA, Python, SQL, HTML, C/C++, CSS.
• Experience in semiconductor operations digital twin and discrete event simulation.

Responsibilities

• Design, develop, and program methods to analyze big data for actionable insights.
• Interact with product and service teams to identify questions for data analysis.
• Develop software to cleanse, integrate, and evaluate large datasets from multiple sources.
• Identify meaningful insights from large data and metadata sources.
• Interpret and communicate findings to product, service, and business managers.
• Explore new ideas and technology to enable breakthrough solutions at Micron.
• Drive global collaboration to benchmark optimization and simulation in planning & operations.
• Work with management and sites to identify optimization opportunities and improve production metrics.

Skills

Java

Python

SQL

HTML

C/C++

CSS

Git

ETL

Cloud platforms

APIs

Discrete event simulation

Optimization modeling

Operations Research

Education

Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent

Tools

GIT

ETL

APIs

Cloud platforms

Simulation tools

Job description

Micron is seeking a data analytics professional to design and implement methods for consolidating diverse big data sources into actionable insights for client services and product improvements.

The role involves collaborating with product teams, applying optimization and simulation to production metrics, and communicating findings to management worldwide. A strong foundation in programming and modeling is required along with semiconductor experience.