Senior Data Scientist

4 weeks ago

Hyderabad, India Veltris Full time

POSITION - Senior Data Scientist – Agentic AI Platform (Mortgage Industry)   Location: 1 st preference – WFO - Hyderabad   Experience: 5+ years in applied data science, with 3+ years in financial domain AI     Role Overvie w   We are hiring a Senior Data Scientist to develop and deploy advanced AI/ML models powering mortgage automation agents . This role involves designing models for creditworthiness prediction, fraud detection, income verification, document intelligence, and conversational agents . The candidate will ensure models are accurate , explainable, and compliant with regulatory frameworks.     Key Responsibilities   Build, train, and optimize ML/AI models for mortgage risk, loan eligibility, pricing, and fraud detection .   Develop document understanding and NLP models for parsing tax returns, pay stubs, W2s, bank statements.   Implement RAG pipelines for domain-specific knowledge retrieval.   Ensure bias mitigation, model fairness, and explainability (XAI) for compliance with regulatory audits.   Collaborate with AI architects to integrate models into the agent framework .   Develop monitoring dashboards for model drift, accuracy, and performance.   Work with mortgage SMEs to translate domain knowledge into features, embeddings, and rules.     Required Skills & Experience   Strong experience with Python, PyTorch , TensorFlow, Scikit-learn, Hugging Face Transformers .   NLP expertise : NER, summarization, Q&A, OCR (Tesseract, Amazon Textract , Azure Form Recognizer) .   Deep understanding of statistical modeling, risk scoring, credit analytics, fraud detection .   Experience with vector databases (Pinecone, Weaviate, FAISS, Milvus).   Knowledge of MLOps tools ( MLflow , Kubeflow, Weights & Biases).   Familiarity with mortgage underwriting, risk modeling, KYC/AML checks .   Strong foundation in responsible AI practices (fairness, accountability, transparency)  

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