Company profile

MONTICELLOAM, LLC Tech Stack

Multifamily and seniors housing lender building in-house data and AI tooling

Financial Services New York, NY 51–200 employees Privately Held

MONTICELLOAM is a New York bridge lender focused on multifamily and seniors housing that is building an internal data and AI function. A Python, Snowflake, dbt and Airflow stack plus AWS Bedrock and Hugging Face points to document-extraction pipelines for loan files and RAG-based agents. Data-heavy, accelerating hiring across the US and Israel targets consolidating fragmented systems and cutting manual work.

Tech Stack 32 technologies

Core StackNetSuite Python Snowflake dbt Apache Airflow AWS Docker React HubSpot Monday.com TensorFlow PyTorch Pandas NumPy scikit-learn Oracle Procore Canva Google Analytics Kyriba Ramp AWS Bedrock Adobe Sage Intacct Avid UKG Jobvite Yardi Hugging Face Transformers Buildertrend+2 more

What MONTICELLOAM, LLC Is BuildingChallenges and projects from their job posts

◆Challenges

Consolidating data scattered across multiple systems
Reducing manual work across business workflows
Operations outgrowing current tools and processes
Data quality and QC processes

▲Active Projects

AI document extraction pipelines for loan files
RAG systems and human-in-the-loop AI agents
Source-of-truth data pipelines and data model
Full-stack internal apps with React and Python
Interactive React dashboards for accounting

Hiring Activity

Accelerating10 roles · 5 in 30d

Department

Data

Engineering

Finance

Marketing

Ops

Seniority

Mid

Senior

Manager

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About MONTICELLOAM, LLC

MONTICELLOAM, LLC is a privately held lending platform headquartered in New York, NY, specializing in multifamily and seniors housing finance. It provides bridge loans, working capital facilities and permanent debt tailored to borrower needs, along with credit risk management and loan servicing. A separate advisory practice offers workout, asset management and restructuring support to financial institutions with seniors housing exposure. The firm employs 51–200 people, and its finance operations run on tools including NetSuite, Sage Intacct, Kyriba, Ramp and Yardi.

HeadquartersNew York, NY

Company Size51–200 employees

Hiring MarketsIsrael, United States

Frequently Asked Questions

What tech stack does MONTICELLOAM use?

Its stack includes Python, Snowflake, dbt, Apache Airflow, AWS, AWS Bedrock, React and Docker, alongside finance tools such as NetSuite, Sage Intacct, Kyriba, Ramp and Yardi.

Is MONTICELLOAM hiring data engineers?

Yes. Hiring is accelerating and weighted toward data and engineering, mostly mid-level roles, focused on data pipelines, internal React apps and AI document extraction.

Where does MONTICELLOAM hire?

The company is headquartered in New York, NY and is hiring in the United States and Israel.

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Tidal Financial Group

How this profile is built

MONTICELLOAM, LLC's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.