Sr Data Scientist, SMAI PLN

1 week ago

Taichung, Taiwan Micron Technology Full time NT$120,000 - NT$240,000 per year

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

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