AI Engineer - Agentic

Architect, build, and deploy agentic AI systems that integrate agents with foundation models, enterprise systems, and APIs using custom orchestrators or established frameworks. Construct and maintain retrieval-augmented generation, memory, and reasoning pipelines that ground decisions in real-world data. Design single-agent and multi-agent workflows involving planning, delegation, tool selection, handoffs, and human-in-the-loop controls. Optimize orchestration performance while balancing autonomy, latency, cost, interpretability, and reliability. Collaborate with Generative AI, application, and MLOps engineers to transition solutions from prototype to production. Monitor, evaluate, and benchmark agent performance to ensure safety, accuracy, and trustworthiness. Document architectures, communication flows, guardrails, and orchestration logic for clarity and reproducibility. Stay current with advances in agentic AI, multi-agent orchestration, and AI safety mechanisms.