Micron Technology
Technology
SRDATASCIENTIST
Neural analysis suggests this role is
optimal for Senior candidates.
“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.
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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