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Lead Data Scientist - GENAI & RAG/ Python /Understanding model architectures/ Java or c++ Job Opening In Bengaluru – Now Hiring Societe Generale Global Solution Centre


Job description

Should come with 5+ years of experience in Artificial Intelligence, Generative AI, Python, & RAG with development background using Java or C++


  • Deep Practical Knowledge on any object-oriented programming (inheritance, overriding, interface implementation )
  • Good implementation of design patterns (Singleton, Factory patterns, injector…)
  • Good Practical knowledge on Fast API, Azure.

  • Good Knowledge on AD Authentication, security framework
  • Good practical Knowledge on Entity Framework
  • Good Hands-on experience on Azure DevOps


  • Mathematics, statistics: probability theory, advanced statistics, optimization
  • Machine learning & deep learning:
  • Understanding model architectures
  • Bias, interpretability
  • Theoretical knowledge:
  • Bias, Variance, overfitting
  • Training/testing methodologies and regularization

Theory + ¨Practices

  • Model evaluation techniques:
  • Cross validation/hold out, key metrics: RMSE, AUC, F1-score
  • Bias, fairness detection in IA
  • Ability to customize theory to practice:
  • build our own metric depending on a good business comprehension and final objectives
  • Programming tool:
  • scikit-learn, PyTorch


Research Ability:

  • Curiosity to read and understand scientific papers, Medium and specialized forums
  • Ability to propose and test new methods
  • Ability to dig deeper

knowledge of agentic and RAG

Required Skill Profession

Mathematical Science Occupations


  • Job Details

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