Data scientist

3 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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