Micron Technology
Staff/Principal Agentic Solutions Developer - Data scientist with AWS
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Drive design and deployment of ML-powered solutions enhancing semiconductor workflows, collaborate with cross-functional teams, and ensure model performance through evaluation and refinement.
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.
Micron's Data Science experts develop advanced AI and data-driven solutions to complex challenges in semiconductor process and fab technology development, product design, product engineering, yield analysis, and systems engineering. The team plays a key role in enabling intelligent automation and decision-making across Micron's memory and storage portfolio.
Responsibilities • Drive the creation and implementation of intelligent, ML-powered solutions that improve semiconductor composition, product development, verification and validation, and manufacturing workflows. Use large-scale, unstructured data to develop robust, domain-specific AI systems from problem definition to production.• Architect and implement agentic AI systems that integrate with Advanced Modeling tools, EDA tools, design environments, and product/manufacturing test platforms to automate tasks such as spec translation, design verification, product validation, and test log root cause analysis for components and system-level products.• Establish and promote Best Known Methods (BKMs) for deploying LLMs and agentic systems in production environments, ensuring reliability, efficiency, and maintainability.• Benchmark and evaluate model performance using structured evaluation frameworks, and continuously refine models through prompt tuning, RLHF, and feedback loops.• Collaborate with multi-functional teams-including process engineers, design engineers, product and test engineering teams, and data scientists-to define high-impact problem statements and deliver scalable AI solutions.• Communicate technical insights and solution strategies clearly to both technical and non-technical partners through compelling data storytelling and visualizations.
About Micron Technology, Inc.
We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all . With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities - from the data center to the intelligent edge and across the client and mobile user experience.
To learn more, please visit micron.com/careers
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.
To request assistance with the application process and/or for reasonable accommodations, please contact [email protected]
Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.
Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.
AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.
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.
Micron's Data Science experts develop advanced AI and data-driven solutions to complex challenges in semiconductor process and fab technology development, product design, product engineering, yield analysis, and systems engineering. The team plays a key role in enabling intelligent automation and decision-making across Micron's memory and storage portfolio.
Responsibilities • Drive the creation and implementation of intelligent, ML-powered solutions that improve semiconductor composition, product development, verification and validation, and manufacturing workflows. Use large-scale, unstructured data to develop robust, domain-specific AI systems from problem definition to production.• Architect and implement agentic AI systems that integrate with Advanced Modeling tools, EDA tools, design environments, and product/manufacturing test platforms to automate tasks such as spec translation, design verification, product validation, and test log root cause analysis for components and system-level products.• Establish and promote Best Known Methods (BKMs) for deploying LLMs and agentic systems in production environments, ensuring reliability, efficiency, and maintainability.• Benchmark and evaluate model performance using structured evaluation frameworks, and continuously refine models through prompt tuning, RLHF, and feedback loops.• Collaborate with multi-functional teams-including process engineers, design engineers, product and test engineering teams, and data scientists-to define high-impact problem statements and deliver scalable AI solutions.• Communicate technical insights and solution strategies clearly to both technical and non-technical partners through compelling data storytelling and visualizations.
About Micron Technology, Inc.
We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all . With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities - from the data center to the intelligent edge and across the client and mobile user experience.
To learn more, please visit micron.com/careers
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.
To request assistance with the application process and/or for reasonable accommodations, please contact [email protected]
Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.
Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.
AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.
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