Senior Machine Learning Engineer, Price Modeling

Airbnb is a global company that connects hosts and guests through unique stays and experiences. They are seeking a Senior Machine Learning Engineer to develop and refine machine learning models for pricing recommendations, focusing on reinforcement learning techniques to enhance host success rates.

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

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
• Occasional travel may be required
• Experience in the hospitality industry or with pricing models would be a plus
• Experience with Airbnb's platform and tools would be beneficial