Job
Description
As an innovative industry leader in memory and storage solutions, Micron Technology is looking for a talented individual to join our team in the role of a Machine Learning Engineer. Your primary responsibility will be to lead the design, development, and deployment of machine learning models and analytical solutions for global manufacturing and engineering operations. You will collaborate with Smart Manufacturing Strategy Leads to ensure that data science efforts are aligned with business goals across Micron sites. Additionally, you will provide mentorship and coaching to data scientists and engineers to enhance their technical skills. Your role will also involve offering technical consulting and hands-on assistance to site teams to identify, evaluate, and implement optimal solutions. You will conduct interviews and prototype development to validate use cases and demonstrate successful applications, as well as perform exploratory data analysis and feature engineering on structured and unstructured data. Key Responsibilities: - Lead the design, development, and deployment of machine learning models and analytical solutions for global manufacturing and engineering operations. - Collaborate with Smart Manufacturing Strategy Leads to align data science efforts with business goals across Micron sites. - Provide mentorship and coaching to data scientists and engineers to nurture their technical skills. - Offer technical consulting and hands-on assistance to site teams to identify, evaluate, and implement optimal solutions. - Conduct interviews and prototype development to validate use cases and demonstrate successful applications. - Perform exploratory data analysis and feature engineering on structured and unstructured data. Qualifications Required: - Fluency in Python for data analysis and modeling. - Strong understanding of statistical modeling, supervised/unsupervised/semi-supervised learning. - Experience with SQL and data extraction from relational databases. - Proficiency in cloud-based analytics platforms and distributed computing (e.g., PySpark, Hadoop). - Experience with TensorFlow, Keras, or similar frameworks. - Strong software development skills with OOP principles. - Experience with time-series data, image data, and anomaly detection. - Familiarity with Manufacturing Execution Systems (MES). - Familiarity with full-stack development and UI/UX building, including AngularJS experience. Extra Details About Micron Technology, Inc.: Micron Technology is an industry leader in innovative memory and storage solutions, aiming to transform how the world uses information to enrich life for all. With a focus on technology leadership, operational excellence, and customer satisfaction, Micron delivers high-performance DRAM, NAND, and NOR memory and storage products through its Micron and Crucial brands. The innovations created by Micron's team enable advances in artificial intelligence and 5G applications, driving opportunities from the data center to the intelligent edge and across client and mobile user experiences. For more information, please visit micron.com/careers.,
