About Airbnb
The community marketplace for unique travel stays
Key Highlights
- Over 4 million registered hosts worldwide
- Facilitated over 1 billion bookings since inception
- $3.8 billion raised in Series F funding
- Headquartered in San Francisco, CA
Airbnb, headquartered in Showplace Square, San Francisco, CA, has transformed the hospitality industry with its platform that connects over 4 million hosts to travelers. Since its inception, Airbnb has facilitated over a billion bookings, disrupting traditional accommodation models by allowing indiv...
🎁 Benefits
Airbnb offers generous parental and family leave, paid volunteer time, and an annual travel and experiences credit. Employees enjoy health food and sn...
🌟 Culture
Airbnb's culture emphasizes community and belonging, reflecting its mission to create a world where anyone can belong anywhere. The company values fle...
Machine Learning Engineer • Staff
Skills & Technologies
Overview
Airbnb is hiring a Staff Machine Learning Engineer to lead the Relevance and Personalization team. You'll work on developing end-to-end ranking algorithms and optimizing business objectives using cutting-edge AI technologies. This position requires expertise in machine learning and data handling.
Job Description
Who you are
You have a strong background in machine learning and data analysis, with experience in building and optimizing algorithms that enhance user experiences. You are comfortable working with both structured and unstructured data, and you have a passion for leveraging AI technologies to solve complex problems. Your collaborative spirit allows you to work effectively with cross-functional teams, ensuring that the solutions you develop align with business objectives.
You possess a deep understanding of data pipelines and the intricacies of feature engineering, which enables you to create robust machine learning models. Your proficiency in Python and familiarity with various machine learning frameworks empower you to implement innovative solutions that drive results. You are also experienced in experimentation and A/B testing, allowing you to validate your models and iterate based on real-world feedback.
What you'll do
In this role, you will lead projects focused on developing ranking algorithms that optimize search and recommendation systems across Airbnb's platform. You will work closely with data engineers and product managers to design and implement data pipelines that support machine learning initiatives. Your responsibilities will include building and continuously improving machine learning models, analyzing performance metrics, and collaborating with stakeholders to ensure alignment with business goals.
You will also engage in research and development to explore new methodologies and technologies that can enhance the effectiveness of the algorithms you create. By leveraging rich signals from diverse data types, you will contribute to creating a personalized experience for Airbnb users. Your work will have a direct impact on the marketplace, helping hosts and guests connect more authentically.
What we offer
Airbnb offers a competitive salary range of $212,000—$265,000 USD, along with potential bonuses and equity options. You will be part of a dynamic team that values innovation and collaboration, with opportunities for professional growth and development. We encourage you to apply even if your experience doesn't match every requirement, as we believe diverse perspectives lead to better solutions.
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