Senior Machine Learning Engineer
Core
Developing and refining machine learning models for pricing recommendations, with a focus on reinforcement learning techniques to optimize host success rates.
Role type
Senior Machine Learning Engineer (Reinforcement Learning)
Builds
Pricing guidance models for Airbnb hosts
Domain
Hospitality / Dynamic Pricing
Deliverable
production ML models
Required skills
Reinforcement learning, Python, Machine learning model development, Data analysis, Model performance tuning, Project planning
Preferred skills
Hospitality industry experience, Pricing models experience, Airbnb platform knowledge
Technologies
Python
Responsibilities
Collaborate with data scientists and product managers to define project requirements, Develop and test reinforcement learning models for pricing, Analyze model performance and adjust parameters, Integrate models into user-friendly tools for hosts, Present findings to stakeholders
Seniority
Senior, hands-on IC
