Senior Data Scientist
- Veltris
- 5 - 10 years
- Hyderabad
- 5 months ago
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Job Description
Location: 1 st preference u2013 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.
- 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)
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: VeltrisLocation(s): Hyderabad
Keyskills: ML/AI aml python natural language processing scikit-learn risk modeling microsoft azure dashboards artificial intelligence tensorflow underwriting tesseract data science kyc pytorch fraud detection statistical modeling ai platform vector finance ocr
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