Advanced Mortgage Model Developer

2 days ago

Salem, Tamil Nadu, India beBeeDataScientist Full time ₹ 25,00,000 - ₹ 40,00,000
Senior Data Scientist Role Overview

We are seeking a highly skilled Senior Data Scientist to lead the development and deployment of advanced AI/ML models powering mortgage automation agents. This role involves designing sophisticated models for creditworthiness prediction, fraud detection, income verification, document intelligence, and conversational agents.

The successful candidate will ensure that these models are accurate, explainable, and compliant with regulatory frameworks, driving business growth through data-driven insights.

Key Responsibilities:

  • Design and deploy cutting-edge AI/ML models for mortgage automation agents.
  • Develop predictive models for creditworthiness, fraud detection, income verification, document intelligence, and conversational agents.
  • Evaluate and improve model performance to ensure accuracy, explainability, and compliance with regulatory requirements.

Required Skills & Experience:

  • Strong experience with Python programming language and popular libraries like PyTorch, TensorFlow, and Scikit-learn.
  • NLP expertise: Named Entity Recognition (NER), summarization, Question Answering (Q&A), and Optical Character Recognition (OCR).
  • Deep understanding of statistical modeling, risk scoring, credit analytics, and fraud detection techniques.
  • Experience with vector databases such as Pinecone, Weaviate, FAISS, and Milvus.
  • Familiarity with MLOps tools like MLflow, Kubeflow, and Weights & Biases.
  • Knowledge of mortgage underwriting, risk modeling, Know Your Customer (KYC)/Anti-Money Laundering (AML) checks, and responsible AI practices.
  • Strong foundation in financial domain and experience working with large datasets.

Candidates should possess excellent problem-solving skills, attention to detail, and the ability to communicate complex ideas effectively.

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