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Run the Numbers

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

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.
56:27

Episode guests

Podcast summary created with Snipd AI

Quick takeaways

  • Erica Gessert highlights the necessity of adaptable forecasting models that can respond effectively to shifting economic conditions, particularly during the pandemic.
  • Upwork's emphasis on activity-based metrics allows for a deeper understanding of customer lifetime value by prioritizing user engagement over traditional financial measures.

Deep dives

Adapting Forecasting Models

The discussion emphasizes the evolution of PayPal's forecasting methodologies in response to changing market conditions. During stable economic times before the pandemic, the company relied on a geographical overlay model that considered economic trends and international holidays. However, with the onset of the pandemic, PayPal shifted focus to category-based forecasting, which revealed that buying categories like home goods and exercise clothing became the most accurate indicators of transaction volume. This rapid realignment illustrates the importance of adaptability in forecasting within dynamic economic environments.

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