The Finance Data Scientist role at ElevenLabs involves transforming critical financial data into actionable insights that guide pricing and planning decisions, especially as the company gears up for an IPO. Key responsibilities include conducting finance-facing analyses, partnering with Analytics Engineering to ensure data integrity, and developing forecasting models for FP&A. Candidates need strong experience in data science within a finance context, particularly with tools like SQL and Python.