Data scientist

2 weeks ago


Gurgaon, India EXL Full time

Position - Data Scientist Location - Gurgaon/Pune Experience - 4+ years We are seeking a Data Scientist with 4+ years of experience, with expertise in Py Spark and a strong focus on supervised machine learning techniques, particularly decision trees. The ideal candidate will contribute to building and deploying machine learning models for high-impact business projects, with an emphasis on classification and regression tasks. **Key Responsibilities: ** - Focus on supervised learning techniques, with a strong emphasis on decision trees, random forests, and gradient boosting models for solving business problems such as customer segmentation, propensity and risk modeling. - Assist in developing, training, and optimizing supervised machine learning models, particularly decision tree-based methods, to address classification and regression problems. - Support data preprocessing, feature engineering, and transformation tasks using Py Spark and structured datasets. - Collaborate with cross-functional teams to translate business requirements into actionable data science solutions. - Stay updated on the latest advancements in supervised machine learning techniques and tools. **Skills & Qualifications: ** - Bachelor’s or master’s in data science, Statistics, Computer Science, or a related field. - 4+ years of hands-on experience in data science with a strong focus on supervised learning, particularly decision trees and related algorithms. - Proficiency in Python, Py Spark, and SQL for data analysis, feature engineering, and model development. - **Preferred**: Experience in deploying supervised machine learning models into production environments.


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