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, allowing guests to engage in activities that enhance their travel adventures.

Company Size

10,001+

Company Stage

IPO

Headquarters

San Francisco, California

Founded

2007

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for personalized travel experiences boosts Airbnb's 'Experiences' offerings.
  • HotelTonight collaboration attracts budget-conscious travelers with discounts and loyalty credits.
  • Partnership with CRS expands Airbnb's role in insurance and emergency housing sectors.

What critics are saying

  • Stagnation in the short-term rental market may impact Airbnb's growth.
  • Reputational issues from viral headlines could deter potential customers.
  • Fire safety violations in listings may lead to regulatory challenges and trust loss.

What makes Airbnb unique

  • Airbnb offers unique stays, enhancing travel experiences beyond traditional accommodations.
  • The platform connects hosts and guests globally, facilitating diverse lodging options.
  • Airbnb's 'Experiences' feature allows guests to engage in local activities organized by hosts.

Help us improve and share your feedback! Did you find this helpful?

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%
PhocusWire
Apr 21st, 2025
Short-Term Rentals: A Category At A Crossroads

The short-term rental (STR) sector was once the pandemic-era darling—offering privacy, safety and space when travelers needed it most. But now, as the dust settles, its place in the lodging landscape is less assured. Usage among United States leisure travelers has plateaued at around one quarter of the market since 2020, according to Phocuswright's recent report: U.S. Short-Term Rentals 2025: Guest Attitudes and Decision Making. That stability may appear promising, but it also masks a deeper issue: stagnation. While Airbnb continues to post strong earnings, the category overall is grappling with reputational drag fueled by viral headlines, uneven guest experiences and rising scrutiny from the next generation of travelers

WCPO
Apr 14th, 2025
United Way of Greater Cincinnati teams up with Airbnb to offer emergency housing to flood victims

Airbnb.org is working with the United Way of Greater Cincinnati to find people who are most in need of housing.

Moa & Kin
Apr 10th, 2025
Airbnb removes dozens of holiday home listings on Spanish islands

Airbnb has announced the removal of dozens of UK holiday rentals after a joint investigation by media outlets uncovered alarming fire safety violations in properties listed on the platform.

Lucid Arabic
Apr 7th, 2025
Main Translation Industry Events & News February to May 2025

Wikipedia, Airbnb, and Bosch were recognized as the Best Global Websites of 2025 by The Web Globalization Report Card.

IT News Africa
Apr 4th, 2025
AfriLabs Receives $150,000 Boost from Airbnb Community Fund

AfriLabs, the largest pan-African network of innovation and technology hubs, has received a significant financial boost with a $150,000 donation from the Airbnb Community Fund.

INACTIVE