Staff Data Scientist, Member Insights - Subscriptions

SoFi SoFi · Fintech · San Francisco, CA · Data Science

Staff Data Scientist at SoFi focused on subscription engagement and member value. Responsibilities include designing data pipelines, developing ML models, owning product analytics, evaluating analysis results, and communicating findings. Requires expertise in SQL, Python, visualization tools, DBT, Airflow, Snowflake, and production ML model deployment. Experience with LLMs for analytical tools and subscription economics is also required.

What you'd actually do

  1. Design and implement data collection and processing pipelines
  2. Develop and apply machine learning models to solve business problems. Translate modeling outputs into actionable business strategies.
  3. Strong experience owning product analytics workflows including formulating success metrics, socializing them across the organization, and creating dashboards/reports
  4. Evaluate and interpret the results of data analysis
  5. Communicate findings to influence technical and non-technical stakeholders

Skills

Required

  • SQL
  • Python
  • Tableau
  • Statistics
  • DBT
  • Airflow
  • Snowflake
  • Machine learning models
  • LLMs
  • Subscription economics

Nice to have

  • Master’s degree or higher in Statistics, Economics, Applied Mathematics, Computer Science, Engineering, or related quantitative field
  • 7+ years of experience leveraging data-driven analysis to influence product and business strategy
  • Mentoring junior data scientists

What the JD emphasized

  • Develop and apply machine learning models to solve business problems
  • Proven experience developing and deploying machine learning models in production with monitoring frameworks
  • Experience with leveraging LLMs or other AI solutions to develop analytical tools

Other signals

  • develop and deploy machine learning models in production
  • leveraging LLMs or other AI solutions to develop analytical tools
  • subscription economics and revenue optimization