Senior/Staff Product Engineer (GenAI, AI/ML & Advanced Data Analytics)
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Requirements
- Bachelor’s or Master’s degree in Electrical Engineering , Computer Science, Data Science, Statistics, Artificial Intelligence, or a related field.
- Minimum 2 years of hands-on experience developing and deploying AI applications in semiconductors , electronics , or other engineering industries.
- Strong programming proficiency in Python and SQL.
- Strong technical foundation in data analytics and visualization, including tools and libraries such as pandas, scikit-learn, matplotlib, plotly , or similar ecosystems.
- Familiarity with agentic AI frameworks such as LangGraph , Google ADK, AutoGen and evaluation tools like AgentEval .
- Familiarity with modern AI coding tools / agentic coding harnesses, such as Claude Code, Roo Code, Cursor, Cline, Windsurf, Gemini CLI, or similar tools.
- Hands-on experience developing and deploying AI/ML systems involving LLMs, including RAG, agentic workflows, and frameworks such as PyTorch or TensorFlow.
- Cloud experience with GCP, AWS, or Azure, including deploying ML pipelines in production.
- Experience with LLM training, inference, and evaluation workflows, including prompt design, benchmarking, validation, or retrieval-augmented systems.
- Experience analyzing large, complex, and heterogeneous datasets from multiple systems and applying sound techniques for data cleansing, outlier handling, and missing-data treatment.
- Strong analytical, problem-solving, and software development skills.
- Strong communication skills with the ability to explain technical concepts and findings effectively.
- Strong sense of ownership, accountability, and engineering rigor.
- Preferred Qualifications Experience building agentic systems or AI solutions for semiconductor manufacturing, product engineering, validation, yield improvement, reliability, or failure analysis.
- Deep understanding of semiconductor-specific AI/ML applications Demonstrated understanding of deep learning architectures and computer vision.
- Experience using enterprise data platforms such as BigQuery , Snowflake , MSSQL, Oracle, or Redshift.
- Experience with Kubernetes or similar production infrastructure and deployment frameworks.
- Experience with web application technologies such as JavaScript, HTML, and CSS.
- Experience designing scalable, enterprise-grade AI/ML systems with attention to reliability, traceability, and operational readiness.
- Familiarity with document-processing pipelines, technical knowledge platforms, or retrieval systems for engineering content.
- Experience working in cross-functional environments spanning engineering, manufacturing, data science, and IT.
- 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 request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sg@micron.com 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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Job ID
/job/Fab-10A-Singapore/Senior-Staff-Product-Engineer--GenAI--AI-ML---Advanced-Data-Analytics-_JR99439
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