Remote Staff Data Scientist Algorithm Support Products Job in United States Airbnb
Staff Data Scientist Algorithm Support Products Airbnb
$192000 - $243000
SQLAirflowData MiningData ScienceExploratory Data AnalysisLarge Language ModelsNatural Language ProcessingPytorchPythonTensorflow
Expert (9+ years) -
United States
Airbnb is a community based on connection and belonging.
38945+ employees
TravelMarketplacePaymentsHospitality
Role
Who you are
What the job involves
Collaborate with a strong team of engineers product managers and designers to build scalable and robust systems to detect mediate and solve issues across a wide spectrum
Create meaningful impact through deep scientific understanding and interventions for Airbnb CS’s most critical challenges
Design scalable scientific solutions for problems like detecting intents using NLP methods generating self-solve contents leveraging generative AI routing issues to agents with personalized strategy summarizing customer journey and conversations with large language models and collecting evidence from images and receipts using computer vision
Identify high impact business opportunities through data exploration and model prototype translating business problems into scientific formulations
Develop productionize and operate machine learning models and pipelines at scale including both batch and real-time use cases with structured and unstructured data
Present work internally at monthly meetings to technical engineering and product stakeholders to iterate and generate excitement on roadmap progress
Publish externally and engage with the scientific community to advance Airbnb’s standing