AI Engineer

MONTICELLOAM; New York (NY); On-site; USD 110,000 - 140,000; Full time

Job summary

MONTICELLOAM is seeking an AI Engineer to build and deploy intelligent systems across asset management and underwriting in New York City. You'll work with AWS Bedrock, Python, and other advanced technologies to develop AI capabilities that enhance business workflows.

This fully in-person role values candidates who can collaborate effectively and embodies a strong work ethic. The position offers a competitive salary ranging from $110,000 to $140,000 annually, along with eligibility for a performance-based bonus.

Qualifications

• Experience building and deploying AI/ML solutions end to end.
• Strong Python skills across AI/ML, data engineering, and backend services.
• Hands-on experience with LLMs — agent orchestration, prompt engineering, RAG architecture.

Responsibilities

• Designing and building AI pipelines that extract structured data.
• Building full-stack internal tools (React + Python APIs).
• Developing RAG systems, AI agents, and automated workflows.

Skills

Python

Large Language Models

AI/ML solutions

SQL

React

Tools

AWS Bedrock

Snowflake

Airflow

dbt

Git

Job description

Position Overview

MONTICELLOAM, LLC and its affiliates (“Monticello”) is a real estate and asset-based lender providing asset management and comprehensive capital solutions for healthcare, multifamily, and commercial real estate assets throughout the US.

Monticello is seeking team players who can work in a collaborative environment and possess drive, integrity, creativity, compassion, and a strong work ethic.

We're looking for an AI Engineer to build and deploy intelligent systems across asset management, underwriting, and business intelligence: from document extraction pipelines to AI-powered internal tools to autonomous workflows that reduce manual work across the business.

This role is fully in person. Candidates must be able to work onsite at our New York City office.

At Monticello, we build and operate our data platform using modern, scalable technologies. As an AI Engineer, you’ll work hands‑on with:

• Large Language Models (via AWS Bedrock) for document extraction, analysis, and autonomous decision support


• RAG architecture, prompt engineering, and agent-based workflows


• Python as the backbone for everything: AI pipelines, automation, backend services, and data engineering

Data Platform

• Snowflake as our cloud data warehouse


• DBT for modular, version‑controlled data transformations


• Airflow for orchestration and workflow automation


• SQL for data modeling and analysis

Infrastructure & Delivery

• AWS for cloud infrastructure and services


• React for front‑end interfaces and internal tools


• Git for version control and CI/CD

What You'll Own

• Designing and building AI pipelines that extract structured data from unstructured documents — loan files, appraisals, financial statements, invoices


• Building full‑stack internal tools (React + Python APIs) that put AI capabilities directly in front of business users


• Developing RAG systems, AI agents, and automated workflows that reduce manual work across asset management

Additional Contributions

• Data pipelines and warehouse architecture (Snowflake, Airflow, dbt)


• Data quality frameworks and automated QC processes


• Dashboards and reporting that drive portfolio decisions

Qualifications

• Core:
  
  
  
  • Experience building and deploying AI/ML solutions end to end
  
  
  • Strong Python skills across AI/ML, data engineering, and backend services
  
  
  • Hands‑on experience with LLMs — agent orchestration, prompt engineering, RAG architecture, document extraction pipelines
  
  
  • Familiarity with cloud AI services (AWS Bedrock preferred)
  
  
  
  


• Also valuable:
  
  
  
  • SQL and data modeling experience (Snowflake, dbt)
  
  
  • Front‑end development with React
  
  
  • Experience working directly with non‑technical stakeholders
  
  
  
  

What We Value

• Intellectual curiosity and a passion for solving complex problems.


• Balancing technical quality with practical business impact.


• An entrepreneurial mindset and creative approach to innovation and continuous improvement.

Benefits

Monticello offers a competitive base salary and bonus. The base salary range for this position is $110,000-$140,000/year. Employees are eligible for a discretionary bonus based on employee work performance reviewed during the annual review process.

Monticello is an EEO employer.