Responsibilities
- Create and implement machine learning models for forecasting, optimization, and content generation using statistical modeling, deep learning, and analytical methods.
- Lead the full lifecycle development of machine learning and autonomous agent workflows, guiding them from initial design to live deployment.
- Develop intelligent, self-operating workflows that make decisions and learn from experience using tools such as LangGraph, LangChain, CrewAI, and AutoGen.
- Design robust, modular architectures for agentic systems with built-in monitoring, error resilience, and long-term maintainability.
- Demonstrate practical experience with cloud environments, especially Google Cloud Platform, including cloud-based model training, workflow orchestration, and performance tracking.
- Define and share best practices for deploying AI agents, covering prompt handling, memory management, coordination logic, error recovery, and automatic model updates.
- Regularly assess and refine the performance of models and agents using structured testing, reinforcement learning with human feedback, prompt adjustments, and iterative feedback mechanisms.
- Gather, clean, and interpret data from multiple sources using SQL and similar languages, applying methods to detect anomalies and manage incomplete records.
- Work with multidisciplinary teams to embed AI and agent-based systems into scalable, business-aligned platforms.
- Guide less experienced engineers, perform code evaluations, and assist in shaping technical architecture and design choices.
- Drive decisions on which machine learning and agentic tools, libraries, and infrastructure to adopt for optimal development speed and deployment efficiency.
- Monitor advancements in AI, autonomous agents, and related fields to support innovation and ongoing technical improvement.
- Apply solid software engineering principles in writing, testing, and maintaining production-grade code.
- Communicate technical concepts clearly and effectively, both verbally and in writing.
AI alert
Applicants may use artificial intelligence tools to improve their application documents, provided all information remains truthful and accurately represents their background and abilities. Providing false or misleading details through AI assistance will lead to disqualification.
Fraud alert
Job seekers should remain vigilant against fraudulent job offers. Any communication claiming to be from Micron should be verified through the official careers page on the company website under About Micron Technology, Inc.
