Data Scientist - Inference/Support Products
Company
Airbnb
Location
USA
Type
Full Time
Job Description
The Community You Will Join:
Airbnb is a mission-driven company dedicated to helping create a world where anyone can belong anywhere. Customer Support (CS) aims to build the world’s most loyal travel community through exceptional service. Personalizing our CS offerings will allow us to meet our customers when and how they need us most.
As a Data Scientist working on Inference in CS you will have the opportunity to collaborate with a strong team of engineers product managers designers and operation agents to build scalable and robust systems to match our services to specific customer needs. You will be able to create meaningful impact through deep scientific understanding and by designing interventions for Airbnb CS’s most critical challenges.
The Difference You Will Make:
For this role we’re seeking a causal inference expert to join the Customer Support Data Science team and have a direct opportunity to contribute influence and lead in the CS Personalization space by designing scalable scientific solutions for problems like:
-
Identifying segments of users with unique CS needs
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Estimating the impact of changing the CS experience for those groups of users
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Find causal relationships between a customer’s CS experience and long term loyalty
-
Provide strategic insights around tradeoffs between CS quality and cost to empower us to offer the best possible CS experience to our customers
A Typical Day:
-
Execute on a CS segmentation roadmap including data exploration and model prototyping
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Work collaboratively with cross functional partners including software engineers product managers operations and research to refine requirements for segmentation models drive scientific decisions and quantify impact
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Productionize and operate causal models and pipelines at scale
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Design and analyze experiments to measure the effectiveness feature launches
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Regularly present work internally at monthly meetings to technical engineering and product stakeholders to iterate and generate excitement on roadmap progress
Your Expertise:
-
4+ years of relevant industry experience (e.g. data scientist tech lead junior faculty) and a Master’s degree or PhD in relevant fields
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Strong fluency in Python SQL and statistical programming such as R
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Familiarity with causal inference and experimentation and a desire to continue to learn
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Proven ability to communicate clearly and effectively to audiences of varying technical levels
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Proven mix of strong intellectual curiosity with high level of pragmatism and engagement with the technical community.
Preferred Expertise:
-
Experience in operational research or personalized marketing models a plus
Your Location:
This position is US - Remote Eligible. The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager. While the position is Remote Eligible you must live in a state where Airbnb Inc. has a registered entity. Click here for the up-to-date list of excluded states. This list is continuously evolving so please check back with us if the state you live in is on the exclusion list . If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from.
Our Commitment To Inclusion & Belonging:
Airbnb is committed to working with the broadest talent pool possible. We believe diverse ideas foster innovation and engagement and allow us to attract creatively-led people and to develop the best products services and solutions. All qualified individuals are encouraged to apply.
We strive to also provide a disability inclusive application and interview process. If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at: [email protected] . Please include your full name the role you’re applying for and the accommodation necessary to assist you with the recruiting process.
We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application.
Date Posted
01/31/2025
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0
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