Micron Technology

Technology

SRDATASCIENTIST

$1700–2700k ~AI est. Taoyuan, Taiwan FULL TIME
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Senior candidates.

The Brief

“SR DATA SCIENTIST at Micron Technology. Skills: Data Science, Machine Learning, AI, Predictive Modeling. Develop systems to optimize operational performance. Design predictive models”

What You'll Achieve.

Enhance model performance; Enhance model reliability; Support smarter decision-making; Improve operational efficiency

Industry & Context.

Technology
Problems you'll solve

Identify questions; Identify issues

What They're Looking For.

Must Have

Master's degree or above, 3+ years of experience in data science, Proficient in Python, Proficient in SQL, Proficient in TensorFlow or other deep learning frameworks, Skilled in data visualization tools, Communication skills, Experience in cross-functional collaboration

Nice to Have

Proven track record in semiconductor industry, Familiarity with MLOps, Familiarity with CI/CD, Familiarity with model deployment/monitoring practices, Experience with AutoML, Experience with reinforcement learning, Experience with generative AI applications, Knowledge of MES systems integration, Knowledge of SPC systems integration, Knowledge of EDA systems integration, Participation in large-scale AI projects, Participation in platform development, Proficiency in Angular

What You'll Do.

Develop systems to optimize operational performance

Design predictive models

Build predictive models

Deploy predictive models

Analyze manufacturing data

Identify optimization opportunities

Build LLM-based AI solutions

Deploy LLM-based AI solutions

Support fab operations

Build interactive dashboards

Work within GCP environment

Explore advanced techniques

Implement advanced techniques

How You'll Work.

Team & Collaboration

Data Engineers; Business Areas Engineers; UX teams; PMs; IT; Core AI teams

Communication Scope

Cross-functional collaboration

Full Job Description

**Our vision is to transform how the world uses information to enrich life for _all_. ** Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. As a Senior Data Scientist at Micron, you will employ techniques and theories drawn from areas of mathematics, statistics, semiconductor physics, materials science, and information technology to uncover patterns in data from which predictive models, actionable insights, and solutions can be developed. You will interact with experienced Data Scientists, Data Engineers, Business Areas Engineers, and UX teams to identify questions and issues for data analysis projects and improvement of existing tools. In this position, you will help develop software programs, algorithms and/or automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources. There will be significant opportunities to perform exploratory and new solution development activities. Responsibilities include, but not limited to: ​**Key Responsibilities** * Develop systems to optimize operational performance across manufacturing platforms. Design, build, and deploy predictive models related to equipment utilization and performance enhancement. * Analyze manufacturing data to identify bottlenecks and optimization opportunities for both short-term and long-term planning. * Build and deploy LLM-based AI solutions to support fab operations, enabling smarter decision-making and improved operational efficiency. * Collaborate closely with PMs, IT, and Core AI teams to drive cross-functional AI initiatives. * Build interactive dashboards and visualizations to support data-driven decision-making. * Work within the GCP environment for model training, deployment, and maintenance. * Explore and implement MLOps, AutoML, and other advanced techniques to enhance model performance and

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