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Senior Machine Learning Engineer, Price Modeling
AirbnbSenior Machine Learning Engineer at Airbnb refining pricing models using machine learning techniques. Collaborating with cross-functional teams to enhance pricing strategies and host success.
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing and implementing machine learning models, particularly reinforcement learning, with a strong foundation in Python and data analysis. Capable of collaborating effectively with cross-functional teams to deliver user-friendly tools and communicate complex findings.
Highest-signal resume keywords
Machine Learning EngineeringReinforcement Learning ModelsPython ProgrammingData Analysis and VisualizationHospitality Industry Experience
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Machine LearningReinforcement LearningPythonModel DevelopmentModel TestingModel RefinementData AnalysisData Visualization
Soft Skills
Problem-SolvingAttention to DetailTeam CollaborationClear Communication
Tools & Technologies
Data Analysis ToolsVisualization ToolsAirbnb Platform
Industry Keywords
Hospitality IndustryPricing Models
Tech Stack
Tools & technologiesPython
About the role
Key responsibilities & impact- 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
What you’ll need- 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
- Experience in the hospitality industry or with pricing models would be a plus
- Must be authorized to work in the specified location
- Occasional travel may be required
- Experience with Airbnb's platform and tools would be beneficial.
Benefits
Comp & perks- Bonus
- Equity
- Benefits
- Employee Travel Credits