Staff Machine Learning Engineer - Leasing
San DiegoLast seen today
Summary
Staff Machine Learning Engineer role focused on establishing ML standards and practices for a leasing-specific SaaS platform. Responsibilities include setting architectural patterns for the Leasing Engineering team, operating production ML systems with SLA discipline, and owning end-to-end outcomes for RAG, fine-tuning, and agentic AI systems. Requires 7+ years building and scaling production ML infrastructure, hands-on experience training/fine-tuning language models, and deep expertise in LangChain/LangGraph, AI safety guardrails, and inference optimization. Must think in terms of platform leverage, treat ML systems with production rigor (SLOs, observability, on-call), and collaborate across ML, product, and engineering teams.
Data ScienceMachine LearningAgentic AIAIAI GuardrailsAI SafetyAuthorization LayersConversational AIDeep LearningFine TuningGpu Performance TuningInferenceKnowledge GraphsLangChainLanggraphLanguage Model TrainingLlmsMlopsObservabilityOntology Driven SystemsProduction MLPrompt EngineeringRAG Retrieval Augmented GenerationSlosSystem DesignTensorrtTritonVllm