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Product Data Scientist

Gandiva Insights

HIRING: Product Data Scientist Home Improvement Lending

Location : San Francisco, CA



Work Arrangement : Hybrid 3 Days Onsite / 2 Days WFH



Experience : 5+ Years



Industry : Banking / Financial Services



Duration : Long-Term Contract



Engagement : C2C Contractual Basis

We are looking for a Product Data Scientist to work closely with Product Management and help drive data-informed decisions for a Home Improvement lending product .

Job Description
  • 5+ years of experience in Data Science, Product Analytics, Applied Statistics, or Analytics Consulting
  • Banking / Financial Services experience required
  • Consumer lending, fintech, credit, or home improvement financing experience preferred
  • Strong SQL and Python or R
  • Strong knowledge of A/B testing, experimentation, hypothesis testing, and causal inference
  • Experience with product analytics, funnel analysis, cohort analysis, and metrics frameworks
  • Statistical and Machine Learning modeling experience
  • Experience with dbt, Airflow , or similar data pipeline tools is a plus
  • Knowledge of credit/risk modeling, pricing, underwriting, or loan origination is highly desirable
  • Experience with product instrumentation tools such as Segment, mParticle, or Amplitude is a plus
  • Strong communication skills with Product, Engineering, and Business stakeholders
  • Experience using AI/LLM tools for analytics and documentation is a plus
Responsibilities
  • Partner with Product Managers to turn business questions into actionable analysis
  • Design, execute, and interpret A/B and quasi-experiments
  • Define product metrics, funnels, cohorts, and measurement frameworks
  • Build and maintain SQL/dbt data models and pipelines
  • Develop statistical and ML models supporting product, credit, pricing, and conversion decisions
  • Work with Engineering on event tracking and instrumentation
  • Monitor product and experiment performance and identify anomalies and opportunities
  • Communicate findings and recommendations to technical and executive stakeholders
  • Support product roadmap and planning through data-driven insights
Education

Bachelor's degree or higher in a quantitative field such as Statistics, Mathematics, Economics, Computer Science, Data Science, Finance , or equivalent experience.

Vacancy posted 2 days ago
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