Senior Machine Learning Engineer building and refining reinforcement learning models for Airbnb's host pricing recommendations. Requires 5+ years ML engineering experience with strong Python skills; hospitality or pricing background is a plus.
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About the role
Responsibilities
Collaborating with data scientists and product managers to understand project requirements and desired outcomes
Developing, testing, and refining machine learning models, particularly reinforcement learning models, for pricing recommendations
Analyzing model performance and making necessary adjustments
Presenting findings and progress updates to team members and stakeholders
Working with product engineers and designers to integrate models into user-friendly tools for hosts
Project planning and prioritization to align with broader strategic goals
Requirements
5+ years of experience in machine learning engineering
Proven experience in developing and implementing machine learning models, preferably reinforcement learning models
Strong knowledge of Python, or other relevant programming languages
Familiarity with data analysis and visualization tools
Excellent problem-solving skills and attention to detail
Ability to work effectively in a team and communicate complex ideas clearly
Must be authorized to work in the specified location
Nice-to-Haves
Experience in the hospitality industry or with pricing models
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