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Senior Data Scientist, Guest Travel Insurance (Algorithms)

2 weeks, 1 day ago
United States
Full-time
Senior
Data Scientist
Data Science and Analytics
Apache Airflow Computer Vision Deep Learning LLM Machine Learning Python PyTorch Reinforcement Learning SQL TensorFlow
Apply Now
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
View All Jobs 129

Description

  • Build ML-based recommendation systems that personalize guest insurance coverage for different trip and user contexts.
  • Develop content personalization models that rank and select benefit messaging for each guest.
  • Create and productionize intent models to predict which coverages a guest is likely to value.
  • Use reinforcement learning to personalize decisions across the user journey, including entry point, pricing, and notification frequency.
  • Design and run adaptive experiments to learn efficiently under tight traffic constraints.
  • Analyze experiment results and turn them into clear scientific problem statements and roadmap opportunities.
  • Partner with product, engineering, operations, legal, and privacy teams to define ML requirements and compliance needs.
  • Develop, evaluate, and ship batch and real-time ML models and data pipelines at scale.
  • Prototype new ideas quickly, validate them through experiments, and productionize what works.
  • Present findings and recommendations to technical, product, and executive stakeholders.

Requirements

  • 5+ years of relevant industry experience in machine learning or a related field.
  • Master’s degree or PhD with 2+ years of experience in a relevant field.
  • Hands-on experience building and shipping personalization or recommendation systems at scale.
  • Strong intuition for feature engineering, user modeling, and the full ML lifecycle, including training, serving, monitoring, and iteration.
  • Strong fluency in Python and SQL.
  • Hands-on experience with TensorFlow or PyTorch, Airflow, and a data warehouse environment.
  • Deep understanding of ML algorithms such as gradient-boosted trees, deep learning, and optimization.
  • Experience with experiment design, including A/B testing and multi-armed bandits, with causal inference as a plus.
  • Experience with LLMs, computer vision, or content-understanding topics is a strong plus.
  • Excellent written and verbal communication skills for cross-functional and executive audiences.
  • Self-directed, product-oriented mindset with the ability to work in a fast-moving environment.
  • Publications or presentations in recognized venues are a plus.

Benefits

  • Base pay range of $179,000 to $210,000 USD.
  • Eligible for bonus compensation.
  • Eligible for equity.
  • Eligible for benefits.
  • Eligible for Employee Travel Credits.
  • US remote-eligible position.
  • Occasional work from an Airbnb office or attendance at offsites may be required.

Interested in this position?

Apply directly on the company website

Apply Now

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