MONTICELLOAM, LLC ยท 13 hours ago
Analytics Engineer
New York, NY
Full-time
Onsite
Mid, Senior Level
$110K/yr - $140K/yr
3+ years expMONTICELLOAM, LLC is a real estate and asset-based lender providing capital solutions for various real estate assets. They are seeking an Analytics Engineer to optimize asset management operations and enhance business intelligence capabilities through data engineering and analytical science.
FinanceFinancial ServicesHealth Care
Responsibilities
Build automated reporting systems and interactive dashboards for portfolio monitoring, including custom analyses for executive leadership, asset management, and origination
Implement machine learning (AI) models for asset valuation, market analysis, and investment opportunity screening
Build and optimize Snowflake databases and queries to support real-time business intelligence needs
Design and implement quality assurance processes for data extraction, transformation, and analysis workflows
Design and maintain scalable data pipelines in Nexla and Python to integrate property management systems, financial databases, and market data feeds into our Snowflake data warehouse
Develop and implement OCR/NLP models to extract, validate, and classify key information from loan agreements, property reports, and other financial documents
Create predictive models to identify asset performance trends, risks, and opportunities across the real estate portfolio, with a focus on occupancy rates and NOI metrics
Design and optimize ETL processes to ensure data quality and consistency, with robust monitoring and alert systems
Qualification
Required
Bachelor's or Master's Degree in Computer Science, Data Science, or related field with 3-7 years of experience; additional experience may be considered in lieu of degree
Expert-level Python programming with strong proficiency in data science libraries (pandas, numpy, scikit-learn) and ML frameworks (TensorFlow, PyTorch)
Experience building and optimizing ETL pipelines using modern data platforms and working with Snowflake or similar cloud data warehouses
Demonstrated experience with large language models (LLMs), prompt engineering, and NLP frameworks (e.g., Hugging Face Transformers) for document processing and information extraction
Proficiency in data preprocessing, cleaning, and transformation techniques for both structured and unstructured data sources
Experience with supervised and unsupervised learning algorithms, model evaluation metrics, and ML deployment in production environments
Advanced SQL expertise, particularly with Snowflake, including optimization and security best practices
Intellectual curiosity, asking the 'Why?' question
Preferred
Experience with Nexla preferred
Benefits
Discretionary bonus based on employee work performance reviewed during the annual review process
Company
MONTICELLOAM, LLC
MONTICELLOAM, LLC is a specialized multifamily and seniors housing lending platform with expertise in providing bridge loans and managing credit risk.
51-200 employees
H1B Sponsorship
MONTICELLOAM, LLC 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
Represents job field similar to this job
Trends of Total Sponsorships
2023 (1)
2022 (1)
Funding
Current Stage
Growth StageLeadership Team
Gregory McManus
Chief Operating Officer
Jessica Koonz Dulgerian, CPA
Chief Accounting Officer
Recent News
2024-06-01
Company data provided by crunchbase