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Manager - Data Science - Analytics - Mumbai - Lower Parel - MM

Tata Capital
Mumbai, IND
Full-time
Manager
Onsite
Discovered Today

Full Job Posting

Business Problem Understanding & Approach Development

  • Engage with Business, Credit, Risk, Marketing, HR, and Audit teams to understand problem statements
  • Participate in cross-functional discussions to understand processes and identify analytical opportunities
  • Translate business requirements into structured analytical approaches and solution frameworks

End-To-End Project Ownership

  • Own delivery of analytics projects from problem definition to implementation and monitoring
  • Manage timelines, stakeholder expectations, and delivery quality
  • Ensure solutions are aligned with business objectives and decision-making needs

Data Preparation & Variable Creation

  • Extract, clean, and prepare data from multiple sources
  • Perform feature engineering and create relevant variables for model development
  • Ensure data quality, consistency, and readiness for analysis

Model Development, AI Solutions & Analytical Products

  • Develop and deploy predictive, prescriptive, machine learning, and AI-driven solutions across customer lifecycle, risk, collections, fraud detection, marketing, and operational use cases.
  • Design, train, fine-tune, evaluate, and optimize statistical, machine learning, deep learning, and Generative AI models.

Build solutions leveraging LLMs, RAG (Retrieval Augmented Generation), Agentic AI frameworks, NLP, and recommendation systems where applicable.

  • Develop reusable analytical assets, APIs, model endpoints, and AI services for enterprise-wide adoption.
  • Ensure model explainability, fairness, robustness, scalability, and business relevance.

Business Analysis & Insight Generation

  • Conduct detailed data analysis to identify trends, patterns, and performance gaps
  • Generate insights to support decision-making across lifecycle stages
  • Translate analytical outputs into clear, actionable business recommendations

Model Scoring, Monitoring & MLOps

  • Perform regular model scoring, performance monitoring, and stability assessments for deployed models.
  • Monitor model drift, data drift, hallucination risks (for GenAI solutions), and overall model effectiveness.
  • Establish model performance dashboards, automated alerts, and monitoring frameworks.

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