Run the Numbers

How Upwork CFO Erica Gessert Drove 20 Points of EBITDA Growth in Just 3 Quarters

34 snips
Feb 10, 2025
Erica Gessert, CFO of Upwork and former SVP of Finance at PayPal, shares her expertise in marketplace dynamics and financial strategies. She reveals how adaptable forecasting models can drive success even in shifting economic landscapes. The discussion includes Upwork's impressive 20-point EBITDA growth and their innovative approach to customer acquisition and network effects. Erica also highlights the crucial balance between profitability and growth, the role of AI in business evolution, and the entrepreneurial spirit of freelancers thriving in the gig economy.
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ADVICE

Prioritize Outcomes Over Financials

  • Articulate desired business outcomes and roadmap outputs clearly.
  • Focus on delivery and adoption first, then let financials follow as a result.
INSIGHT

Balancing Predictive Models and Human Judgment

  • Predictive models offer good forecasting but lack explainability, which is crucial for business decisions.
  • Use predictive models as benchmarks to understand where human judgment can improve forecasts.
ANECDOTE

Adapting Forecasting Models to Changing Times

  • During stable economic times, PayPal used trended business views with geographic overlays for forecasting.
  • The pandemic forced them to rebuild models based on buying categories within weeks, highlighting adaptability.
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