Financial Domain Expert

2 days ago


Kannur, Kerala, India beBeeDataScientist Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Senior Data Scientist

Role Overview:

We seek a seasoned Senior Data Scientist to design and deploy advanced AI/ML models for mortgage automation agents. This role involves developing predictive models for creditworthiness, fraud detection, income verification, document analysis, and conversational interfaces.

The ideal candidate will possess strong expertise in Python, PyTorch, TensorFlow, Scikit-learn, and Hugging Face Transformers. They should also demonstrate proficiency in NLP, including Named Entity Recognition, text summarization, question answering, and Optical Character Recognition.

Additionally, the candidate should have a deep understanding of statistical modeling, risk scoring, credit analytics, and fraud detection. Experience with vector databases and MLOps tools is essential.

Key Responsibilities:

  • Designing and developing AI/ML models for mortgage automation agents
  • Ensuring model accuracy, explainability, and compliance with regulatory frameworks
  • Collaborating with cross-functional teams to implement models
  • Staying up-to-date with industry trends and advancements in AI/ML

Requirements:

  • 5+ years of experience in applied data science, with a focus on financial domain AI
  • Strong experience with Python, PyTorch, TensorFlow, Scikit-learn, and Hugging Face Transformers
  • NLP expertise, including Named Entity Recognition, text summarization, question answering, and Optical Character Recognition
  • Deep understanding of statistical modeling, risk scoring, credit analytics, and fraud detection
  • Experience with vector databases (Pinecone, Weaviate, FAISS, Milvus)
  • Familiarity with mortgage underwriting, risk modeling, KYC/AML checks
  • Knowledge of MLOps tools (MLflow, Kubeflow, Weights & Biases)

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