Data Scientist - Algorithms, Community Support
Core
Building and deploying production LLM/ML models to automate evaluation, curate synthetic datasets, understand customer issues, and personalize experiences for Airbnb hosts and guests.
Role type
Senior IC machine-learning engineer (LLM/ML)
Builds
AI-powered products for community support, including automated evaluation tools, synthetic datasets, and personalization models.
Domain
Travel & Hospitality / Large Language Models (LLM) / Machine Learning
Deliverable
production ML models
Required skills
LLM/ML modeling, Python, R, SQL, causal inference, data exploration, model prototyping, data analysis, product strategy
Preferred skills
observation causal inference, project management
Technologies
Python, R, SQL, LLM frameworks
Responsibilities
Implement advanced techniques to automate the LLM evaluation process; Scale high-quality synthetic datasets curation; Build LLM/ML models to understand customer issues and identify failure modes; Build personalization models to offer differentiated experiences; Translate business problems into scientific formulations; Deploy production models to launch data-driven products.
Seniority
Senior, hands-on IC
