Lennar

Data Scientist

• Design, build, and deploy autonomous AI agents using frameworks like Amazon Bedrock and AgentCore
• Apply machine vision and feature extraction on home attributes (photos, plans, finishes) to inform premium pricing and personalization strategies
• Engineer and maintain data pipelines and systems supporting all models and agents, ensuring scalability and reliability
• Integrate agents with enterprise systems and protocols (MCP servers, A2A protocol, internal APIs)
• Design and run experiments (A/B tests, multi-armed bandits, uplift models) to measure and optimize model and agent performance
• Ensure observability and reliability of deployed agents, including logging, evaluation, monitoring, and drift detection
• Proactively gather feedback from stakeholders and adapt solutions for adoption and measurable impact
• Translate complex data science and statistical concepts into clear recommendations, stories, and visualizations for executives and non-technical audiences
• Favor incremental, explainable solutions that deliver quick wins and scale over time
• Drive experimentation with new tools and approaches, ensuring robustness, governance, and scalability in production deployments
• Share learnings with the broader team to raise the bar on data science and agentic development across the organization
• Manage timelines and expectations transparently with both the data science team and business stakeholders

Lead Data Scientist