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Описание вакансии
Текст:
TL;DR
Staff Data Scientist (Generative AI): Designing and deploying advanced AI/ML models and multi-agent systems for supply chain planning with an accent on agentic workflows and decision orchestration. Focus on building scalable AI pipelines, implementing MLOps best practices, and containerizing multi-agent applications for enterprise-level automation.
Location: Must be based in Milpitas, CA, United States
Salary: $141,000–$210,000
What you will do
- Design and deploy AI/ML models specifically for supply chain planning.
- Develop multi-agent and generative AI systems to enable decision orchestration.
- Implement autonomous agentic workflows across complex enterprise systems.
- Build and maintain robust AI/ML pipelines using MLOps best practices.
- Containerize and deploy multi-agent applications in production environments.
- Communicate technical insights and solutions to cross-functional stakeholders.
Requirements
- Must be based in or able to work from Milpitas, CA.
- Extensive experience in designing and deploying AI/ML models.
- Proficiency in Python and SQL for data manipulation and model development.
- Strong understanding of MLOps, including model versioning, monitoring, and drift detection.
- Experience with containerization tools like Docker and Kubernetes.
- Familiarity with cloud infrastructure, specifically AWS.
Nice to have
- Experience with agentic AI frameworks like Langchain, Autogen, or CrewAI.
- Knowledge of LLM integration and fine-tuning.
- Experience with MLflow or SageMaker for model lifecycle management.
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