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