about 4 hours ago
Base Salary
$196k - $227k/yr
Responsibilities
- Design and deploy ML models to extract competitive intelligence signals from large-scale datasets.
- Build and maintain end-to-end ML pipelines for feature engineering and online serving.
- Apply entity resolution techniques to map competitor listings to Airbnb's internal taxonomy.
- Collaborate with engineers and product teams to define ML problem formulations.
- Run experiments to evaluate model quality and inform business decisions.
- Stay updated on ML and AI advancements to enhance the competitive intelligence platform.
Requirements
- 5–10 years of experience in applied Machine Learning with a track record of deploying models at scale.
- Proficiency in Python, with experience in Scala, Java, or similar languages.
- Deep understanding of ML fundamentals and advanced algorithms.
- Hands-on experience with ML frameworks like TensorFlow or PyTorch.
- Experience in building end-to-end ML pipelines for batch and real-time systems.
- Strong knowledge of architectural patterns for high-scale software applications.
- A disciplined approach to software development practices.
Benefits
- Eligible for bonus, equity, benefits, and Employee Travel Credits.