Note: The job is a remote job and is open to candidates in USA. Airbnb is a mission-driven company dedicated to creating a world where anyone can belong anywhere. As a Data Scientist working on Algorithms in Community Support, you will collaborate with a strong team to enable personalized experiences for guests and hosts using advanced LLM/ML modeling.
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, contributing to the long-term vision for how science drives platform outcomes
Skills
- 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
Benefits
- Bonus
- Equity
- Benefits
- Employee Travel Credits
Company Overview
Company H1B Sponsorship