Senior Data Scientist
October 5
Description
• Build machine learning-based collection systems • Develop forecasting models to understand and predict cash flow • Design recommender system architectures from scratch • Utilize off-the-shelf recommender systems like AWS Personalize • Design and conduct A/B tests to measure effectiveness • Use PyTorch/TensorFlow to build neural network-based systems • Deploy machine learning models in AWS • Monitor model performance and feature drift
Requirements
• 5+ years of experience working as a data scientist or machine learning engineer • Proven track record of building and deploying impactful machine learning systems • Proficiency in SQL and Python • Expertise in data analysis and database structures • Experience building and deploying neural networks with TensorFlow and PyTorch • Experience building risk models or collection systems (a plus) • Experience building machine learning recommender systems (a plus) • Strong academic performance with a 4.2+/5.0 GPA
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