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Data Scientist

Parafin · San Francisco, United States

External listingfull-time2 months ago

About The Role

Join Parafin, a company dedicated to helping small businesses grow through fair and automated access to financial services. As a Data Scientist, you will leverage the vast data that powers our platform to drive impact across the company. Your work will include designing experiments to expand access to capital, building models to forecast portfolio performance, and creating data pipelines and internal tools. You will have the opportunity to make a significant impact on Parafin's trajectory and develop expertise in various areas of the business.

  • Concevoir des expériences et des analyses qui élargissent l'accès au capital tout en maintenant la santé du portefeuille.
  • Construire des modèles et des outils qui prévoient la performance du portefeuille et mesurent l'impact de nos efforts de service.
  • Construire des pipelines de données, des systèmes automatisés et des outils internes qui permettent à l'entreprise de fonctionner à grande échelle.
  • Bachelor's Degree (or higher) in Computer Science, Statistics, Mathematics, Data Science (or related fields). We believe the most effective data scientists bring the following skills to their work:
  • Design concise metrics that guide decision making
  • Use robust causal inference methods
  • Approach data analysis with a critical, intellectually honest eye
  • Develop valid and predictive machine learning models
  • Solve business problems using appropriate data science techniques
  • Anticipate the impact of your work on our financial performance, customers, and compliance obligations
  • Identify and effectively prioritize business problems
  • Write legible, reliable, and tested code
  • Build or source tools to boost the team's efficiency
  • Contribute to model and data infrastructure design
  • Mentor other DS members on the team
  • Model Parafin's values of efficiency, intellectual honesty, accountability, and empathy
  • Build trusted relationships with stakeholders
  • Document work, seek feedback, and share learnings proactively
  • Management experience, a plus!
  • Scope projects rigorously
  • Prioritize high-impact use of your time
  • Act with urgency
  • Critically evaluate AI-generated outputs for accuracy and reliability
  • Rapidly learn and adopt emerging AI tools and workflows to accelerate analysis

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