Position Details
About this role
This role involves leveraging data analysis, statistical modeling, and machine learning to support SoFi's growth in the Home Loans business by providing insights, building models, and informing product strategies.
Key Responsibilities
- Perform data analysis and modeling
- Develop ML models
- Identify growth opportunities
- Collaborate with cross-functional teams
- Present insights to stakeholders
Technical Overview
The technical environment includes Snowflake, Airflow, dbt, Sagemaker, with a focus on data analysis, ML modeling, and analytics workflows.
Ideal Candidate
The ideal candidate is a senior data scientist with expertise in statistical modeling, machine learning, and data analysis, capable of leading analytical projects that influence product growth and strategy.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience with SQL and Python, No background in data science or analytics, Unable to work remotely, No experience with Snowflake or ML tools
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