Senior Machine Learning Engineer, Pricing Modeling
Description For Senior Machine Learning Engineer, Pricing Modeling
As a Senior Machine Learning Engineer on Airbnb's pricing guidance team, you'll develop and refine machine learning models for pricing recommendations, focusing on reinforcement learning techniques. You'll collaborate with data scientists, product managers, and engineers to create effective, user-friendly pricing models that contribute to host success. Your responsibilities include developing and testing ML models, analyzing performance, presenting updates, and integrating models into host tools. You'll need 5+ years of ML engineering experience, strong programming skills in Python or R, and expertise in reinforcement learning. This US-remote position offers a competitive salary range of $185,000 - $223,000 USD, with potential for bonuses, equity, benefits, and Employee Travel Credits. Airbnb values diversity and inclusion, committed to working with the broadest talent pool possible to foster innovation and engagement.
Responsibilities For Senior Machine Learning Engineer, Pricing 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
Requirements For Senior Machine Learning Engineer, Pricing Modeling
- 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, 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
- Must be authorized to work in the specified location
Benefits For Senior Machine Learning Engineer, Pricing Modeling
- Equity
- Employee Travel Credits
