[Remote] AI/ML Architect / Sr Engineer (Agentic AI & LLM)

Note: The job is a remote job and is open to candidates in USA. The hiring company is confidential. The role focuses on designing and building scalable, production-ready AI solutions, including agent-based workflows, LLM applications, and cloud-native systems for enterprise use.

Responsibilities

• Design and develop AI/ML pipelines and intelligent applications
• Build and implement agent-based workflows and automation systems
• Develop LLM-enabled applications including prompt engineering and structured outputs
• Implement retrieval-based systems (RAG, vector search, embeddings, indexing)
• Develop and integrate APIs with backend systems
• Deploy and manage applications in cloud environments (AWS preferred)
• Implement CI/CD pipelines and ensure system reliability
• Enable observability through logging, monitoring, and tracing
• Collaborate with cross-functional teams to deliver scalable AI solutions

Skills

• Python backend development
• Agent-based / agent-oriented development
• API development and system integration
• LLM-enabled application development
• Retrieval-based systems (RAG, vector DB, embeddings)
• AWS cloud-native development
• CI/CD and environment management
• Observability (logging, monitoring, tracing)
• Typically 8+ years of experience in AI/ML, Data Science, or Software Engineering
• Experience with Generative AI and NLP
• Experience deploying ML models in production
• Exposure to enterprise AI workflows and automation
• AI-enabled enterprise workflows
• Agent-based systems
• Retrieval-augmented applications

Benefits

• Remote work is OK; possible travel to Irvine (3 days a month) in the first 2–3 months

Company Overview

Company H1B Sponsorship