Position Details
About this role
This role involves developing models to analyze visual assets, quantify their impact on user behavior, and create data products to enhance visual merchandising strategies on Airbnb's platform.
Key Responsibilities
- Specify and estimate models for visual assets
- Deliver insights for visual merchandising
- Develop experiment frameworks for causal ML
- Build data products for customer insights
- Collaborate with cross-functional teams
Technical Overview
The position requires expertise in causal inference, computer vision, multi-modal learning, and proficiency in Python and data science frameworks for building scalable data products and inference systems.
Ideal Candidate
The ideal candidate is a senior data scientist with 6+ years of experience in causal inference, computer vision, and machine learning, proficient in Python and data science tools. They excel at building data-driven models and frameworks to improve visual merchandising and customer insights.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience in causal inference or computer vision, No proficiency in Python, Insufficient experience in data science or model development, Unwillingness to work remotely
Get matched to jobs like this
Luna finds roles that fit your skills and career goals — no endless scrolling required.
Create a Free Profile