AI/ML Engineer

Title:  AI/ML Architect / Sr Engineer (Agentic AI & LLM)

Project Duration: 6 months

Interview mode: Virtual

Role Type – C2C

Location: Irvine, CA ( Locals Only )

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Job Summary

We are looking for a highly skilled senior AI/ML engineer or hands-on architect with strong expertise in building scalable, production-ready AI solutions. The ideal candidate will have hands-on experience in agent-based AI systems, LLM-enabled applications, and cloud-native development, with a focus on enterprise-grade implementations.

Key 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

Required Skills (Must Have)

• 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)

Preferred Skills

• Experience with Generative AI and NLP
• Experience deploying ML models in production
• Exposure to enterprise AI workflows and automation

Domain Experience

• AI-enabled enterprise workflows
• Agent-based systems
• Retrieval-augmented applications

Experience Required

• Typically 8+ years of experience in AI/ML, Data Science, or Software Engineering