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Sr Data Scientist, SMAI PLN & OPS Innovation at Micron Technology

Taichung, , Taiwan -

Full Time

Start Date

Immediate

Expiry Date

18 Feb, 26

Salary

0.0

Posted On

20 Nov, 25

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Data Science, Python, SQL, TensorFlow, Data Visualization, Communication Skills, Cross-Functional Collaboration, MLOps, AutoML, Reinforcement Learning, Generative AI, MES, SPC, EDA Systems Integration, Angular

Industry

Semiconductor Manufacturing

Description

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 reliability. Master's degree or above in Computer Science, Statistics, Engineering, or related fields 3+ years of experience in data science Proficient in Python, SQL, TensorFlow or other deep learning frameworks Skilled in data visualization tools Strong communication skills and experience in cross-functional collaboration With a proven track record in the semiconductor industry Familiarity with MLOps, CI/CD, and model deployment/monitoring practices Experience with AutoML, reinforcement learning, or generative AI applications Knowledge of MES, SPC, EDA systems integration in manufacturing environments Participation in large-scale AI projects or platform development Proficiency in Angular for front-end development

Responsibilities

Develop systems to optimize operational performance across manufacturing platforms and design predictive models for equipment utilization. Collaborate with various teams to drive AI initiatives and build interactive dashboards for data-driven decision-making.