Data Scientist, Platform

Airbnb
United States
Workplace: RemoteFull timeUSD 151,000 - 175,000 annuallyFunction: Data Science & Machine LearningExperience: 2+ yearsEducation: mastersSkills: ["Applied inference","Communication","Project management","Collaboration","Ability to translate findings"]

Build causal inference frameworks and causal ML models for Airbnb’s Community Support team to measure the impact of CS product launches and improve long-term outcomes. Design rigorous experiments and quasi-experiments, quantify heterogeneous treatment effects, and optimize tradeoffs across quality, coverage, user experience, and operational cost. Partner with engineers, product managers, designers, operations, and analytics to deliver clear, data-driven insights and production-ready modeling that powers high-stakes decisions.

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FursaFursa
Airbnb
Airbnb
2 months ago

Data Scientist, Platform

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Source: Company careers pageValidated by: Fursa AI
Last checked: 18 hours agoStatus: Live

Job Summary

Build causal inference frameworks and causal ML models for Airbnb’s Community Support team to measure the impact of CS product launches and improve long-term outcomes. Design rigorous experiments and quasi-experiments, quantify heterogeneous treatment effects, and optimize tradeoffs across quality, coverage, user experience, and operational cost. Partner with engineers, product managers, designers, operations, and analytics to deliver clear, data-driven insights and production-ready modeling that powers high-stakes decisions.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design and implement causal inference frameworks and statistical models to measure intervention impact and evaluate system performance.
  • •Build, evaluate, and iterate on causal ML models for high-stakes decisions across the full model lifecycle from feature engineering to production deployment.
  • •Develop frameworks to analyze tradeoffs between competing objectives and propose strategies to improve overall effectiveness.
  • •Collaborate cross-functionally with Product, Design, Engineering, Operations, and Analytics to drive innovation.
  • •Communicate learnings to leaders and stakeholders to enable informed, data-driven decision-making.

Pay and Benefits

Salary: USD 151,000 - 175,000 annually
Equity and Bonus:Equity

Key Requirements

  • •2+ years of industry experience in a quantitative analysis role, with a Master’s degree in a quantitative field or a PhD in relevant fields.
  • •Strong knowledge of causal inference and experimental design.
  • •Strong knowledge of Bayesian modeling and statistical inference.
  • •Hands-on experience building and deploying statistical or ML models in production environments.
  • •Skilled in statistical programming (Python/R) and database usage (SQL).
Experience:2+ years
Education:Master's in quantitative field (statistics, economics, computer science, etc.)
Skills:Applied inferenceCommunicationProject managementCollaborationAbility to translate findings
Languages:English
Tech Stack:PythonRSQL

Company Brief

Airbnb
Online marketplace that connects travelers with hosts offering short-term lodging, experiences, and long-term stays. Facilitates booking, payments, and reviews while providing tools for hosts to manage listings globally.
Industry: Online Marketplaces
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: San Francisco, United States
Founded: 2008
WebsiteLinkedIn