30 Jul
|
Société Générale Assurances
|
Bengaluru
30 Jul
Société Générale Assurances
Bengaluru
Data Scientist
Innovation / Project / Organization Permanent contract Bangalore, India Hybrid Reference 25000KAN Start date 2025/11/17 Publication date 2025/10/09
Responsibilities
JD: Data Scientist
Responsibilities:
Leverage strong ML model experience in complex data environments to achieve business objectives in innovative and productive ways. Utilize a solid background in mathematics and statistics to inform model development and evaluation. Design, architect, and develop robust machine learning solutions, with a focus on integrating Large Language Models (LLMs) where applicable. Collaborate effectively within Agile Scrum teams, contributing to iterative development and continuous improvement. Document business processes, workflows, and requirements clearly and comprehensively. Engage in close collaboration with various domains within the organization to ensure alignment and understanding of business needs. Participate in collaborative conceptualization sessions to brainstorm and refine project ideas. Mandatory Skills:
Proficiency in Python, Machine Learning, REST API,
and SQL. Experience with data processing, cleansing, and verification to ensure data integrity for analysis. Conduct data quality checks and exploratory analyses to inform model development. Demonstrated programming skills in relevant languages, particularly Python and API development. Build end-to-end machine learning models, including data structures and transformation processes. Strong understanding of statistical modeling techniques (, Regression, Clustering, Decision Trees, Logistic Regression). Familiarity with machine learning algorithms (, KNN, Random Forests, Ensemble Methods, Bayesian/Markov Networks). Knowledge of data mining concepts and experience with data visualization tools and dashboards. Preferred Skills:
Experience with Large Language Models (LLMs) such as GPT, BERT, or similar architectures. Understanding of natural language processing (NLP) techniques and their applications in b
📌 Data Scientist (Bengaluru)
🏢 Société Générale Assurances
📍 Bengaluru