Full-Time

Senior Data Scientist

Algorithms, Content Integrity

Posted on 8/21/2024

Airbnb

Airbnb

10,001+ employees

Online marketplace for lodging and experiences

Compensation Overview

$174k - $213.5k/yr

+ Bonus + Equity + Benefits + Employee Travel Credits

Mid, Senior

Company Historically Provides H1B Sponsorship

United States

Remote eligible but requires occasional in-office work; must reside in a state where Airbnb, Inc. has a registered entity.

Category
Data Science
Data & Analytics
Required Skills
Python
R
Data Structures & Algorithms
SQL
Data Analysis
Requirements
  • 4+ years of relevant industry and/or academic experience developing scientific frameworks, building machine learning models, and implementing advanced experimentation techniques (e.g. ML scientist, tech lead, junior faculty)
  • Strong fluency in Python or R for hands-on IC work and advanced data analysis in SQL at scale
  • Deep understanding of Machine Learning best practices (eg. training/serving skew minimization, feature engineering, feature/model selection), algorithms (eg. gradient boosted trees, neural networks/deep learning, optimization) and domains (eg. natural language processing, computer vision, personalization and recommendation, anomaly detection).
  • Comfortable collaborating with software engineers to understand complex systems and abstracted logs
  • Proven ability to create and drive technical and impactful roadmaps for the business, and lead seamless execution of it.
  • Proven ability to communicate clearly and effectively to cross functional partners of varying technical levels.
  • Industry experience building end-to-end Machine Learning system and/or building and productionizing Machine Learning models is a plus.
Responsibilities
  • Build machine learning models to detect high-risk activities, develop data mastery to uncover learnings, and formulate structured frameworks to classify and interpret our users’ behavior
  • Work cross-functionally with operations and product teams to define and collect labels for model training, optimize the effectiveness of manual review, and build self-satisfiable verifications that scale.
  • Develop measurement strategies to test new product features that deter and mitigate risk, while adhering to ethical guidelines
  • Apply and experiment with state-of-the-art innovations to uplevel Airbnb status-quo approaches to technical problems
  • Regularly present work internally 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
  • Devise optimization models to make optimal business decisions while minimizing risk
  • Utilize Deep Learning techniques for advanced feature engineering and model building, e.g., how to model for user behaviors sequences, or how can we detect anomalies effectively

Airbnb operates an online marketplace that connects travelers with hosts offering lodging and unique tourism experiences. The platform allows hosts to list their properties, which can range from single rooms to entire homes, enabling guests to book accommodations that provide a more authentic local experience. Airbnb earns revenue through a commission system, taking a percentage from each booking made on its platform. With a presence in nearly every country, Airbnb has facilitated over 1.5 billion guest arrivals through its network of more than 5 million hosts. Additionally, the platform offers various local experiences organized by hosts, enhancing the travel experience for guests.

Company Size

10,001+

Company Stage

IPO

Headquarters

San Francisco, California

Founded

2007

Simplify Jobs

Simplify's Take

What believers are saying

  • Airbnb can capitalize on the growing demand for eco-friendly accommodations.
  • The rise of 'workcations' offers Airbnb opportunities to market long-term stays.
  • Digital nomad visas encourage longer stays, benefiting Airbnb's tailored packages.

What critics are saying

  • Google's expansion into tours could divert customers from Airbnb's Experiences.
  • SnappStay's lower fees and user-friendly interface pose a competitive threat.
  • Economic concerns and reduced consumer confidence may impact Airbnb's bookings.

What makes Airbnb unique

  • Airbnb offers unique stays, differentiating from traditional hotels.
  • The platform connects hosts and guests globally, enhancing travel experiences.
  • Airbnb's Experiences service provides authentic local activities, unlike typical tourist offerings.

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Benefits

Comprehensive health plans

Paid volunteer time

Healthy food and snacks

Generous parental and family leave

Learning and development

Annual travel and experiences credit

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

-1%

2 year growth

-3%
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