Staff Machine Learning Engineer, Price Modeling
Description For Staff Machine Learning Engineer, Price Modeling
As a Staff Machine Learning Engineer at Airbnb, you'll join the innovative pricing guidance team, developing and refining machine learning models for pricing recommendations, with a focus on reinforcement learning techniques. You'll collaborate with data scientists, product managers, and engineers to create effective, user-friendly models that contribute to host success. Your responsibilities include developing ML models, analyzing performance, presenting findings, and integrating models into host tools. You'll work on project planning and prioritization, aligning with Airbnb's strategic goals. The role requires 9+ years of ML engineering experience, strong programming skills, and excellent problem-solving abilities. You'll be part of a diverse team dedicated to optimizing pricing models and enhancing the Airbnb platform for hosts and guests alike. This US-remote position offers the flexibility of remote work with occasional office visits or offsites as needed.
Responsibilities For Staff Machine Learning Engineer, Price Modeling
- 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
- Collaborating with data scientists and product managers to understand project requirements and desired outcomes
- Occasionally collaborating with international partners to understand and cater to global market trends
Requirements For Staff Machine Learning Engineer, Price Modeling
- 9+ years of experience in machine learning engineering, with a focus on reinforcement learning
- Proven experience in developing and implementing machine learning models, particularly reinforcement learning models
- Strong knowledge of Python, R, 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
Benefits For Staff Machine Learning Engineer, Price Modeling
- Employee Travel Credits
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