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

Lead Data Scientist GENAI & RAG/ Python /Understanding model architectures/ Java or c++



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



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