Position Details

Type Not Specified

Experience mid

Exp. Years 2+ years

Education Master’s degree in Statistics, Econometrics, Mathematics, Operations Research, Physics, Computer Science, Engineering, or related field

Category Data & Analytics

About this role

This role involves developing and deploying machine learning and statistical models to support credit risk and operational decision-making at SoFi, with a focus on model performance and data insights.

Key Responsibilities

Develop ML models
Implement statistical models
Monitor model performance
Collaborate with teams
Leverage data sources

Technical Overview

The technical environment includes machine learning algorithms, statistical modeling, Python, SQL, dashboards, and KPI monitoring tools for data-driven decision support.

Ideal Candidate

The ideal candidate is a mid-level data scientist with 2+ years of experience in machine learning, statistical modeling, and data analysis, proficient in Python and SQL, and capable of deploying models and monitoring performance.

Must-Have Skills

Master’s degree in StatisticsEconometricsMathematicsOperations ResearchPhysicsComputer ScienceEngineeringor related field2+ years of experience in machine learning and statistical modelsStrong SQL and Python skillsAbility to interpret business requirements

Nice-to-Have Skills

Experience with model monitoring dashboardsExperience with open-source ML toolsExperience in credit risk or operational modeling

Tools & Platforms

SQLPythonDashboard tools

Required Skills

Machine LearningStatistical ModelsPythonSQLData AnalysisModel DeploymentKPI TrackingDashboardingModel ValidationData Sources

Hard Skills

Machine LearningStatistical ModelsPythonSQLData AnalysisModel DeploymentKPI TrackingDashboardingModel ValidationData Sources

Soft Skills

Logic ReasoningCommunicationCollaborationProblem-solvingData-driven mindset

Industry & Role

Industry Fintech

Job Function Data science and modeling for credit risk and operational analytics

Role Subtype Data Scientist

Tech Domains Python, SQL, Data Analysis

Keywords for Your Resume

machine learningstatistical modelspythonsqldata analysismodel deploymentkpi trackingdashboardingmodel validationdata sourcescredit riskoperational modelingdata-drivenanalyticsmodel monitoring

Deal Breakers

Less than 2 years of relevant experience, Lack of proficiency in Python or SQL, No experience with model deployment or KPI tracking

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