Senior AI Agent Engineer (Intelligence Service)
Core
Design, serve, and operate RAG-based agent orchestration for interactive knowledge agents to ensure accurate and trustworthy answers in a mobility AI context.
Role type
Senior AI Agent Engineer (Intelligence Service)
Builds
Production-grade conversational knowledge agents serving mobility users
Domain
Mobility AI / Autonomous Vehicle Software
Deliverable
production ML models | product features
Required skills
RAG-based agent orchestration, query understanding, planning, tool routing, retrieval, response generation, hallucination defense, answer verification, eval harnesses, regression testing, A/B testing, API contract design, caching, prompt registry management, operational log analysis, latency optimization, failure case analysis
Preferred skills
LangGraph or similar agent/graph orchestration frameworks, grounding techniques, guardrail implementation, LLM evaluation frameworks (RAGAS), vector search (OpenSearch, Elasticsearch, MongoDB Atlas), embedding models, rerankers, AWS/Kubernetes/Helm/Kafka large-scale operations, vehicle/voice assistant experience, technical leadership, mentoring
Technologies
Python, LangGraph, OpenSearch, Elasticsearch, MongoDB Atlas, AWS, Kubernetes, Helm, Kafka
Responsibilities
Design and optimize RAG-based agent flows from query understanding to response generation; Optimize multi-turn dialogue understanding and retrieval linkage; Implement response quality control logic including grounding and hallucination defense; Build evaluation harnesses and A/B testing systems for answer quality; Establish backend infrastructure for production operations including API contracts and caching; Analyze operational logs and quality metrics to improve response quality and latency; Lead design reviews and technical decision-making
Seniority
Senior, hands-on IC with technical leadership
