Data Science Manager on Risk
Airbnb
(San Francisco Bay Area)Founded in August of 2008 and based in San Francisco, California, Airbnb is a trusted community marketplace for people to list, discover, and book unique accommodations around the world — online or from a mobile phone or tablet.
As a Data Science Manager on Risk, you will have the opportunity to lead and mentor a team of data scientists and analysts to collaborate with a strong team of engineers and product managers to leverage Airbnb’s rich and unique data and state-of-art machine learning infrastructure.
- Building machine learning models to detect high risk transactions or interactions
- Experimentation of product features to deter and mitigate risk
- Devise optimization models to make optimal business decisions while minimizing risk
- Innovate and make advances on adversarial modeling
- PhD or equivalent work experience in a quantitative field preferred
- 5+ years in industry, financial fraud experience preferred
- 2+ years of mentorship and management experience
- Ability to write and mentor code development in SQL and Python (or R)
- Strong understanding of statistics and machine learning
- Experience on designing, building, scaling, and supporting machine learning models (fraud models preferred)
- Intuition for data science best practices, stemming from proven experience
- Steadfast focus on creating impactful change
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