Micron Technology
Semiconductor
Staff/PrincipalAgenticSolutionsDeveloper-DatascientistwithAWS
Neural analysis suggests this role is
optimal for Staff/Principal candidates.
“Staff/Principal Agentic Solutions Developer - Data scientist with AWS at Micron Technology. Skills: Agentic AI, LLM deployment, Data science. Drive creation and implementation of ML-powered solutions. Develop AI systems from problem definition to production”
Industry & Context.
Root cause analysis
What They're Looking For.
Must Have
5+ years experience, Data Science expertise, AWS knowledge
Nice to Have
PhD preferred
What You'll Do.
Drive creation and implementation of ML-powered solutions
Develop AI systems from problem definition to production
Architect and implement agentic AI systems
Automate tasks such as spec translation
Automate design verification
Automate product validation
Automate test log root cause analysis
Establish and promote BKMs for deploying LLMs
Benchmark and evaluate model performance
Refine models through prompt tuning
Refine models through RLHF
Refine models through feedback loops
Collaborate with multi-functional teams
Define high-impact problem statements
Deliver scalable AI solutions
Communicate technical insights
Communicate solution strategies
How You'll Work.
Team & Collaboration
Multi-functional teams; Process engineers; Design engineers; Product engineering teams; Test engineering teams; Data scientists
Communication Scope
Data storytelling; Visualizations
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. 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 t
Applying for this Staff/Principal Agentic Solutions Developer - Data scientist with AWS role?
Most applicants get filtered before a human reads their resume. See if yours makes the cut.
How to Apply on Workday
- Workday has a multi-step form — save your progress after every section.
- "Apply With LinkedIn" can fail or lose data; manual entry is more reliable.
- Watch for the "Submit for Review" final step — hitting "Save" alone does not submit.
- Job requisition numbers are useful when following up with HR by email.
ANONYMOUS · UNFILTERED
What do employees actually say about Micron Technology?
Real rants from real employees. Read before you apply.