Staff Data Scientist, Forecasting-Finance

2 hours, 14 minutes ago
Full-time
Lead
Data Science and Analytics
Airbnb

Airbnb

Airbnb is the world's largest community-driven hospitality company, offering homes and experiences in 191 countries. It is an online marketplace connecting people to unique accommodations and experiences globally.

Hotels, Restaurants & Leisure
5K-10K
Founded 2008

Description

  • Own the design, operation, and evolution of end-to-end forecasting systems for revenue drivers.
  • Build and maintain data pipelines, model components, validation logic, and automated delivery into planning and financial workflows.
  • Select, adapt, and maintain forecasting approaches suited to each problem context.
  • Manage forecasting performance by balancing accuracy, stability, interpretability, and operational cost.
  • Communicate with stakeholders across teams and levels to gather input and share insights.
  • Extract actionable insights from complex data sets to inform business growth and strategic decisions.
  • Continuously improve forecasting infrastructure and processes to reduce manual intervention and shorten cycle time.
  • Increase trust in forecasting outputs through ongoing monitoring and performance management.

Requirements

  • 9+ years of industry experience in a fast-paced tech environment with a BS or Master’s in mathematics, statistics, machine learning, or a related technical field, or 6+ years of relevant experience with a PhD in a similar field.
  • Extensive production forecasting experience with ownership of forecasting pipelines or decision systems, not just standalone models.
  • Strong expertise in SQL and relational databases.
  • Fluency in programming languages such as R, Python, and Stan.
  • Experience building automated modeling workflows, including backtesting frameworks, model validation, scheduled retraining, and performance monitoring.
  • Familiarity with version control, reproducibility, and data quality practices for regulated or high-visibility financial contexts.
  • Comfort working across disciplines and making tradeoffs between statistical rigor, engineering complexity, and business constraints.

Benefits

  • US-remote eligible role with occasional office or offsite work as agreed with a manager.
  • Base salary range of $194,000 to $240,000 USD.
  • Eligible for bonus.
  • Eligible for equity.
  • Eligible for benefits.
  • Eligible for Employee Travel Credits.

Interested in this position?

Apply directly on the company website

Apply Now

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