Senior AI/ML Engineer architecting and scaling core intelligence for Raynmaker's agentic AI platform. Focusing on ML engineering, systems design, and LLM integration in production.
Responsibilities
Design, build, and optimize the pipelines and agent systems that drive live customer interactions
Build ranking, scoring, and routing models for live inference
Architect tool-calling flows, agent memory, and multi-turn reasoning
Optimize token usage, caching, and cost-performance tradeoffs
Maintain and enrich vector knowledge bases
Build real-time and batch pipelines for ingestion, training, and inference
Deploy and monitor reinforcement learning systems
Build and maintain ML APIs and microservices using Docker and Kubernetes
Requirements
7+ years of experience in ML, AI, or data engineering roles
Expert-level Python for backend, ML workflows, and orchestration
Experience with modern LLM frameworks such as LangChain or LangGraph
Deep knowledge of vector databases and retrieval systems
Production experience with reinforcement learning
Comfort with distributed systems, Docker, and Kubernetes
Experience building and maintaining streaming or real-time pipelines
A track record of shipping complex systems that work in production
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