Airbnb Data Scientist Algorithms – Core DS 

United States 

766598452

A Typical Day:

• Developing signals (e.g. embeddings, clustering) from LLMS and other sources that be be leveraged across multiple defenses
• Effectively leveraging LLM technology to solve Airbnb business problems
• Utilizing Deep Learning techniques for advanced feature engineering and model building, e.g., how to model for user behavior sequences,
• Devising optimization models to make optimal business decisions while minimizing risk
• Integrating causal modeling with ML models in order to improve performance of model-derived interventions.

Your Expertise:

• PhD degree in a quantitative field, e.g. Computer Science, Operations Research, Mathematics, Physics
• Proven ability to design analytical solutions to complex problems with real world applications
• 2+ years of experience of working or doing research in one or more ML / AI domains, e.g. LLMs, computer visions, recommendation systems etc. Open to recent PHD grad.
• Strong programming (Python / Scala / Java / C++ or equivalent) skills
• Experience with OSS ML technologies such as PyTorch, TensorFlow, Spark, Airflow
• Versatility to communicate clearly with both technical and non-technical audiences.
• Publications or presentations in recognized Machine Learning and Data Mining journals/conferences is a plus.