AI-Driven Data Scientist: Big Data & Optimization

micron semiconductor asia operations pte. ltd.; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Micron Semiconductor Asia Operations Pte. Ltd. seeks a Data Science Engineer to leverage mathematics, statistics, semiconductor physics, and information technology to uncover data patterns for predictive models and actionable insights.

You will collaborate with Data Scientists, Data Engineers, and UX teams to identify questions, develop software, and automate processes for cleansing and evaluating large, diverse datasets from multiple sources.

Qualifications

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent.
• Experience in semiconductor industry and digital twin concepts is desirable.
• Experience with discrete event simulation, optimization modeling, or OR techniques is beneficial.

Responsibilities

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

Skills

Strong problem solving

Clear communication

Education

Bachelor's degree in Computer Science

Tools

Java

Python

SQL

HTML

C/C++

CSS

GIT

ETL

API

Job description

Micron Semiconductor Asia Operations Pte. Ltd. seeks a Data Science Engineer to leverage mathematics, statistics, semiconductor physics, and information technology to uncover data patterns for predictive models and actionable insights.

You will collaborate with Data Scientists, Data Engineers, and UX teams to identify questions, develop software, and automate processes for cleansing and evaluating large, diverse datasets from multiple sources.