Staff/Principal Full-Stack AI Engineer, IPAI, SMAI

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 8+ yearsEducation: mastersSkills: ["Analytical problem-solving","Communication","Stakeholder management","Influencing technical decisions","Ownership and execution"]

Lead end-to-end AI product development for autonomous manufacturing, driving strategy, architecture, and delivery across Micron’s global fabs. Build data ingestion, feature engineering, model training/inference, and production-ready full-stack applications and APIs. Integrate robotics and smart manufacturing data, design digital twin environments using 3D/simulation platforms, and deploy GPU-accelerated inference via containerized microservices. Ensure reliability, performance, Responsible AI, and observability throughout the AI application lifecycle.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
Micron Technology
Micron Technology
1 week ago

Staff/Principal Full-Stack AI Engineer, IPAI, SMAI

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live
Reposted: first listed 7 hours ago

Job Summary

Lead end-to-end AI product development for autonomous manufacturing, driving strategy, architecture, and delivery across Micron’s global fabs. Build data ingestion, feature engineering, model training/inference, and production-ready full-stack applications and APIs. Integrate robotics and smart manufacturing data, design digital twin environments using 3D/simulation platforms, and deploy GPU-accelerated inference via containerized microservices. Ensure reliability, performance, Responsible AI, and observability throughout the AI application lifecycle.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Sr. Manager level

Key Responsibilities

  • •Design and build end-to-end AI products, including data ingestion pipelines, feature engineering, model training/inference, APIs, web apps, and observability.
  • •Develop responsive front-end applications using React, Angular, or Streamlit backed by Python/FastAPI services, with strong testing practices.
  • •Architect and maintain scalable application layers connecting real-time sensor/robotics/manufacturing data to dashboards and decision-support systems.
  • •Design and implement digital twin environments (3D fab layouts, AMR fleets, tool stations) and integrate them with smart manufacturing data pipelines.
  • •Containerize and deploy AI/robotics services as microservices across cloud, on-premises, and edge; optimize GPU-accelerated inference performance and cost while validating scenarios for safe production deployment.

Key Requirements

  • •8+ years building and shipping production software/web/AI applications end-to-end across cross-functional teams.
  • •Strong programming skills in Python and modern JavaScript/TypeScript with scalable software architecture experience.
  • •Strong SQL skills and experience designing data ingestion and feature engineering pipelines for AI/ML at scale.
  • •Experience with Docker, Kubernetes/OpenShift, cloud platforms (AWS, Azure, or GCP), and owning CI/CD pipelines.
  • •GenAI/LLM expertise, including prompt engineering, function/tool calling, RAG, agentic AI patterns, model evaluation, and Responsible AI practices.
Experience:8+ yearsAI applicationsMachine learningGenAIDigital twinsRoboticsSmart manufacturingMLOpsEnterprise AI
Education:Master's
Skills:Analytical problem-solvingCommunicationStakeholder managementInfluencing technical decisionsOwnership and execution
Tech Stack:PythonJavaScriptTypeScriptReactAngularStreamlitFastAPISQLDockerKubernetesOpenShiftAWSAzureGCPCI/CDMachine learningDeep learningPredictive analyticsLarge-scale computingGenAI

Company Brief

Micron Technology
Designs and manufactures semiconductor memory and storage solutions, including DRAM, NAND, and NOR flash, for computing, networking, mobile, and automotive markets worldwide.
Industry: Electronics Manufacturing
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Boise, United States
Founded: 1978
Glassdoor
Glassdoor: 3.7
WebsiteLinkedIn