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Airbnb

20 days ago

Data Scientist - Algorithms, Community Support

Remote · Remote - USA Remote - USA

pythonsql data science

greenhouse

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AI TL;DR

Join Airbnb as a Data Scientist to enhance community support through advanced machine learning techniques. Collaborate with a diverse team to improve guest and host experiences using data-driven insights.

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  1. What would you ship in the first month as Data Scientist - Algorithms, Community Support at Airbnb?
  2. Which tradeoff in the description would you ask about first?
  3. How do you explain a production incident to this team?
  4. What would you measure in the first two weeks?
  5. Which part of your last project maps to this stack?

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Job description

Join Airbnb as a Data Scientist to enhance community support through advanced machine learning techniques. Collaborate with a diverse team to improve guest and host experiences using data-driven insights.

Details

  • Remote - USA
  • $151,000—$175,000 USD
  • 2+ years of relevant industry experience
  • Strong fluency in Python and SQL

The work

  • Implement advanced techniques to automate the LLM evaluation process
  • Scale high-quality synthetic datasets for training and evaluating LLM
  • Build LLM/ML models to understand customer issues and identify improvement opportunities
  • Analyze data to uncover insights and craft actionable proposals