Senior Machine Learning Engineer, Supply & Competitive Intelligence

3 hours, 57 minutes ago
Full-time
Senior
Software Development
Airbnb

Airbnb

Airbnb is the world's largest community-driven hospitality company, offering homes and experiences in 191 countries. It is an online marketplace connecting people to unique accommodations and experiences globally.

Hotels, Restaurants & Leisure
5K-10K
Founded 2008

Description

  • Design and deploy ML models that extract and structure competitive intelligence signals from large-scale crawled datasets.
  • Build and maintain end-to-end ML pipelines spanning feature engineering, offline training, and low-latency online serving.
  • Ensure high data fidelity and resilience to upstream schema drift in production ML systems.
  • Apply entity resolution and matching techniques to map competitor listings and markets to Airbnb’s internal supply taxonomy.
  • Partner with crawling infrastructure, data engineering, and product teams to define ML problems and success criteria.
  • Run offline and online experiments to evaluate model quality and business impact.
  • Collaborate with Pricing, Supply Growth, and Strategy stakeholders to turn model outputs into actionable decisions.
  • Stay current with advances in machine learning and identify opportunities to incorporate new techniques into the platform.

Requirements

  • 5–10 years of professional experience in applied machine learning.
  • Proven track record of architecting and deploying high-impact models into production at global scale.
  • Strong programming proficiency in Python (required).
  • Additional experience in Scala, Java, or similar languages for backend systems.
  • Deep knowledge of ML fundamentals, including feature engineering, model selection, A/B testing, and training/serving skew mitigation.
  • Experience with advanced algorithms such as gradient boosted trees, neural networks, and transformers.
  • Hands-on experience with TensorFlow or PyTorch.
  • Experience leading data engineering efforts to build end-to-end ML pipelines, including batch and real-time systems.
  • Strong understanding of architectural patterns for high-scale software applications, including extensible APIs, efficient algorithms, and resilient data infrastructure.
  • Bachelor’s, Master’s, or PhD in Computer Science, Machine Learning, or a closely related technical field.

Benefits

  • Base pay range of $196,000 to $227,000 USD.
  • Eligible for bonus.
  • Eligible for equity.
  • Eligible for benefits.
  • Eligible for Employee Travel Credits.
  • US remote-eligible role.
  • Occasional work at an Airbnb office or attendance at offsites may be included.

Interested in this position?

Apply directly on the company website

Apply Now

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