AI Engineer

About the role

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 a team player who can work in a collaborative environment and possess drive, integrity, creativity, compassion, and a strong work ethic.

Responsibilities

• 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
• Data pipelines and warehouse architecture (Snowflake, Airflow, dbt)
• Data quality frameworks and automated QC processes
• Dashboards and reporting that drive portfolio decisions

Requirements

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

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

Pay

The base salary range for this position is $110,000-$140,000/year. The specific compensation that will be offered is based on an understanding of the hired candidates' qualifications at the time of hire. Employees are eligible for a discretionary bonus based on employee work performance reviewed during the annual review process.