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Faropoint · 1 day ago

Senior AI Engineer (HQ or Miami)

Hoboken, New Jersey or Miami, FL

Full-time

Hybrid

Mid, Senior Level

4+ years exp

Faropoint is a vertically integrated real estate investment manager focused on last-mile industrial assets, seeking a Senior AI Engineer to build and deploy the semantic foundation and agentic workflows for their Enterprise Agentic Platform. The role involves hands-on implementation of AI systems, writing production code, and establishing technical patterns for AI at institutional scale.

Asset ManagementLogisticsProperty ManagementReal Estate InvestmentVenture Capital

H1B Sponsor Likely

Responsibilities

Build and deploy multi-agent systems using (e.g., LangChain/LangGraph) that handle complex, stateful processes (e.g., "Read this 50-page lease, extract clauses, compare against market data, and flag risks")

Deploy AI solutions using AWS serverless patterns (Step Functions, Lambda, EventBridge, Bedrock) with proper error handling and retry logic

Implement retrieval-augmented generation systems that combine vector search with structured data queries for accurate, grounded responses

Build monitoring and evaluation systems using tools like LangFuse to trace agent behavior, track costs, and measure output quality

Design the ontology and semantic interface that bridges our raw data sources and AI agents, ensuring LLMs understand complex real estate concepts (Cap Rates, NOI, Lease Spreads) without hallucinating

Build and maintain knowledge graphs that provide agents with structured, context-aware access to proprietary data and market intelligence

Implement GraphRAG and hybrid search approaches that perform complex reasoning over both structured and unstructured data

Implement strict guardrails, PII masking, and role-based access control (RBAC) to ensure agents operate safely within financial regulations

Qualification

LLM production systemsLangChainAWS serverless solutionsPython masteryKnowledge graphsVector databasesInfrastructure as CodeData engineeringObservabilitySoft skills

Required

4+ years in software or data engineering, with 1+ years focused on LLM production systems

Deep hands-on experience with frameworks like LangChain, LangGraph, or LlamaIndex

Comfortable building serverless solutions on AWS

Expert-level Python skills, ideally with Pydantic for structured data validation and async programming patterns

You care about observability, reliability, and cost optimization. You don't ship 'black boxes'; you ship systems where every step is traced, logged, and evaluated

Preferred

Experience with knowledge graphs (Neo4j, Neptune), vector databases (Pinecone, pgvector), or semantic layers (Cube, dbt, or custom implementations). Knowledge of Snowflake data platforms is valuable for future work

Combining knowledge graphs with LLMs or implementing advanced hybrid retrieval approaches

Background in FinTech, PropTech, or quantitative investment firms

Experience with AI-assisted development tools (Claude Code, Cursor, Copilot) and observability platforms (LangFuse, Arize, LangSmith)

Experience with Terraform, CDK, or SAM for managing cloud infrastructure

Contributions to open-source AI libraries or frameworks

Company

Faropoint

Faropoint is a real estate investment firm that focuses on last-mile industrial real estate.

Founded in 2012

Memphis, Tennessee, USA

51-200 employees

https://faropoint.com/

H1B Sponsorship

Faropoint has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

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Trends of Total Sponsorships

2025 (1)

2022 (1)