Job Summary

We're seeking talented Data Scientist to build AI-powered
capabilities that transform commercial real estate loan servicing. You'll work
on cutting-edge problems spanning document intelligence, agentic AI systems,
and predictive analytics that directly impact how billions of dollars in
commercial loans are managed. This is an chance to deploy production ML
systems at scale while working with rich, proprietary datasets in the fintech
space.

Core Responsibilities

Model Development
Design,
train, and evaluate machine learning models for production use
Conduct
experiments and A/B tests to validate model improvements
Implement
model interpretability and explainability techniques
Stay
current with latest research and apply state-of-the-art methods

Production ML
Collaborate
with Engineering and infrastructure to deploy models to production
Build
data pipelines and feature engineering workflows
Monitor
model performance and implement retraining strategies
Create
APIs and interfaces for model predictions
Optimize
models for latency,



throughput and cost

Data Analysis and Insights
Perform
exploratory data analysis
Identify
patterns and anomalies in commercial real estate data
Communicate
findings to product and business stakeholders
Develop
metrics and dashboards to track model performance
Validate
data quality and implement data validation

Document Intelligence and NLP
Build
document extraction and classification models for loan documents
Develop
NLP pipelines for processing unstructured financial text
Implement
OCR and document parsing solutions for automated data extraction

Agentic AI and LLM Systems
Design
and implement LLM-powered applications and agentic workflows
Develop
RAG (Retrieval-Augmented Generation) systems for document Q&A;
Implement
prompt engineering strategies and LLM evaluation frameworks
Build
guardrails and safety mechanisms for AI-generated outputs

Collaboration and Support
Partner
with

📌 Associate Data Science Hyderabad (India)
🏢 Embark Services
📍 India