AI Agent Developer, HR
Lennar Corporation22 hours ago
Miami, FL, USAMid Level
Responsibilities
- Embed with corporate function teams to understand workflows and scope high-impact AI agent use cases.
- Advise function leaders, present recommendations and trade-offs, and support adoption of AI solutions.
- Design agent personas, roles, workflows, triggers, escalation paths, and human-in-the-loop rules.
- Build and configure AI agents using LLMs, retrieval-augmented frameworks, orchestration tools, APIs, internal systems, data sources, and external services.
- Develop prompt engineering, tool invocation, memory and context management, monitoring, testing, simulation, and safety strategies.
- Prototype, demonstrate, deploy, monitor, version, and maintain agents in production environments.
- Establish logs, metrics, dashboards, drift detection, lifecycle management, and performance monitoring.
- Train Associates and create enablement materials, user guides, and change logs.
- Implement governance, compliance, security, audit trails, output safety, and escalation protocols.
- Track business value metrics and share reusable patterns and best practices across the enterprise.
Requirements
- Bachelor’s degree in Computer Science, Engineering, Information Systems, Data Science, Business Analytics, AI, or a related technical field; an advanced degree is preferred.
- 2–4+ years of experience in software engineering, AI/ML development, or automation, including at least one year working with LLMs and conversational AI.
- Strong Python and/or JavaScript/TypeScript programming skills with experience building production-ready applications.
- Proficient SQL skills for querying, transforming, and joining complex enterprise datasets.
- Working knowledge of LLMs, retrieval-augmented generation, prompt engineering, and agent orchestration frameworks.
- Experience with production scalability, reliability, monitoring, error handling, and performance optimization.
- Understanding of responsible AI and hands-on experience implementing safety guardrails for sensitive business information.
- Strong communication, presentation, consultative, and business-process discovery skills.
- Familiarity with LangChain, LlamaIndex, function-calling patterns, Model Context Protocol, multi-agent architectures, MLOps, Workday, ServiceNow, and Docebo is preferred.
- Experience with AWS services, Claude, Codex, GitHub, Spotify Backstage, Claude Code, or other agentic coding tools is preferred.
Benefits
- Medical, dental, and vision insurance are provided.
- 401(k) retirement plan includes a $1-for-$1 company match up to 5%.
- Paid parental leave and an Associate Assistance Plan are available.
- Education assistance and up to $30,000 in adoption assistance are offered.
- Associates can receive up to three weeks of vacation annually, plus holiday, sick leave, and personal days.
- Benefits include a new-hire referral bonus program, home purchase discounts, and Everyone’s Included Day.
- This is primarily a sedentary office position requiring computer operation, communication, and the ability to occasionally lift or carry up to 25 pounds.
Tech Stack
Categories
About Lennar Corporation
Lennar Corporation is a U.S. homebuilder that designs, builds, and sells single-family and multifamily homes for first-time, move-up, luxury, and active-adult buyers, and provides mortgage, title, and closing services. The company also develops communities and related real estate, operating across many U.S. markets. Founded in 1954 and headquartered in Miami, it is a public company listed on the NYSE (ticker: LEN) and a longtime Fortune 500 homebuilder.