Research Scientist

Airbnb

(San Francisco Bay Area)
Full Time
Job Posting Details
About Airbnb

Founded in August of 2008 and based in San Francisco, California, Airbnb is a trusted community marketplace for people to list, discover, and book unique accommodations around the world — online or from a mobile phone or tablet.

Summary

We are looking for Research Scientists & Applied Researchers to join our growing team. In this role, you’ll have the opportunity to work on challenging data problems.

Responsibilities
  • Building a conversational interface to create a far more interactive booking flow
  • Natural Language Processing to understand text content on Airbnb platform, including reviews, descriptions and interactions between users on our marketplace.
  • Determining the optimal pricing strategies to help our Hosts effectively manage their listings and achieve their revenue goals.
  • Identifying real-time optimal pricing + supply & demand strategies for hosts
Ideal Candidate
  • 5+ years of industry experience or a PhD + 2 years industry experience
  • Solid engineering and coding skills. Ability to write high performance production quality code. Experience in Java, C++, Python, Scala and other equivalent languages is a plus.
  • Industry experience building and productionizing innovative end-to-end Machine Learning systems.
  • Good understanding of common families of models, feature engineering, feature selection and other practical machine learning issues, such as overfitting.
  • Experience with MapReduce, Spark and Hive a plus.
  • Experience with productizing research/publications a plus.
  • Experience with Computer Vision, Image Detection/Recognition, NLP/NLU, Deep Learning a plus.
Compensation and Working Conditions
Benefits Benefits included

Additional Notes on Compensation

Competitive salaries, Quarterly employee travel coupon, Paid time off, Medical, dental, & vision insurance. Life insurance and disability benefits, Fitness Discounts, 401K.

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San Francisco Bay Area
Skills Desired
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  • C++
  • Java
  • Pricing
  • Python
  • Scala
  • Apache Hive
  • Apache Spark
  • Computer Vision
  • Machine Learning
  • MapReduce
  • Natural Language Processing
  • engineering
  • Deep Learning
  • Coding
  • Image Recognition
  • Natural Language Understanding

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