AI Engineer

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 based in Monticello’s new Israel office. The AI Engineer will be part of the ground-floor team helping establish our presence in the region, working closely with the New York headquarters while building intelligent systems that support asset management, underwriting, originations, and business intelligence across Monticello.

Our Tech Stack

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

AI Workflow Creation

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

- Agent orchestration, context infrastructure, and agent in the loop 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

You'll join a small, collaborative team that builds the AI and data systems powering Monticello's real estate finance operations.

• Developing AI and human in the loop workflows that reduce manual work and accelerate insights across asset management, underwriting, and originations
• 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
• Data pipelines and warehouse architecture (Snowflake, Airflow, dbt)
• Data quality frameworks and automated QC processes
• Dashboards and reporting that drive portfolio decisions

Core:

Also valuable:

We welcome applicants from a variety of educational and professional backgrounds. If you've built and shipped AI solutions and are looking to own projects end to end, we'd like to hear from you — even if your experience doesn't match every bullet.

What We Value

At Monticello, we believe that finding creative solutions for our clients comes from the collaboration of people with diverse backgrounds and perspectives. We strive to build an inclusive work environment that celebrates differences and empowers all individuals with opportunities to channel their entrepreneurial spirit. Monticello is an EEO employer.