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MiddleRemote

Data Scientist

A
Airbnb
Уровень
Middle
Формат
Remote
О роли

Описание вакансии

About the company
  • Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home.
  • Grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe.
  • Mission-driven company dedicated to creating a world where anyone can belong anywhere.
Responsibilities
  • Implement advanced techniques to automate the LLM evaluation process with high efficiency and quality.
  • Scale the high-quality synthetic datasets curation across various CS domains for training and evaluating LLM.
  • Build LLM/ML models to understand customer issues based on diverse datasets and identify failure modes and opportunities for improvement.
  • Build personalization models to offer differentiated experiences and maximize business impact.
  • Identify high-impact business opportunities through data exploration and model prototyping, and translate business problems into scientific formulations.
  • Analyze structured and unstructured data to uncover meaningful insights and craft actionable proposals that help shape strategy.
  • Build and deploy production LLM/ML models that directly contribute to the launch of data-driven products, leveraging AI tools to enhance efficiency and impact.
  • Build strong relationships with cross-functional partners across Product, Design, Engineering, Operations, and Analytics to drive collaboration and innovation.
  • Communicate learnings to leaders and stakeholders in a clear, compelling manner that drives informed, data-driven decision-making.
  • Think strategically about how to scale and evolve data science capabilities within your domain.
Requirements
  • 2+ years of relevant industry experience (e.g. data/ML scientist, tech lead, junior faculty) and a Master’s degree or PhD in relevant fields.
  • State-of-the-art knowledge of AI/ML models.
  • Strong fluency in Python/R and SQL; observation causal inference skill is a plus.
  • Proven ability to communicate clearly and effectively to audiences of varying technical levels.
  • Ability to translate complex findings and results into compelling narratives that drive impact.
  • Excellent project management, communication, and collaboration skills.
  • A product-oriented mindset, with the ability to apply conceptual and innovative thinking to develop and implement solutions that consider the user experience.
Conditions
  • This position is US - Remote Eligible.
  • The role may include occasional work at an Airbnb office or attendance at offsites, as agreed to with your manager.
  • While the position is Remote Eligible, you must live in a state where Airbnb, Inc. has a registered entity.
Стек и навыки

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