AI/ML Architect/Senior Engineer

Tasks

• Design and develop scalable AI/ML pipelines and enterprise AI applications.
• Build agentic AI workflows for intelligent automation and multi-step task execution.
• Develop LLM-powered applications using prompt engineering and structured outputs.
• Implement Retrieval-Augmented Generation (RAG) solutions using embeddings, vector databases, vector search, and document indexing.
• Develop Python-based backend services and APIs for enterprise integrations.
• Design and deploy cloud-native AI applications using AWS services.
• Implement CI/CD pipelines and reliable deployment processes.
• Establish observability through logging, monitoring, distributed tracing, and error tracking.
• Optimize AI application performance, scalability, reliability, and maintainability.
• Collaborate with architecture, development, data, and business teams to deliver enterprise AI solutions.

Requirements

• 8+ years of experience in AI/ML, Data Science, or Software Engineering.
• Strong hands-on experience in Python backend development.
• Practical experience designing and implementing Agentic AI systems and workflows.
• Strong knowledge of LLMs, prompt engineering, and LLM-powered applications.
• Experience implementing RAG pipelines, embeddings, vector databases, and vector search.
• Experience with AWS cloud services and cloud-native application development.
• Knowledge of CI/CD, production deployments, monitoring, and application observability.
• Strong problem-solv

Schedule

• Potential travel for 3 days to 1 week per month during the first 2–3 months.

Location

• Irvine, CA (Remote OK)