Senior Machine Learning Engineer, Price Modeling

🔥 16 hours ago

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Airbnb

5001 - 10000 employees

Founded 2007

👥 B2C

🛍️ eCommerce

💰 Post-IPO Equity on 2020-12

B2C • eCommerce • Hospitality

Airbnb is a global online marketplace that connects people looking for accommodation with hosts offering unique and diverse lodging options, often in residential properties. Users can book spaces ranging from one-bedroom apartments to entire homes and boutique hotels. Airbnb also offers experiences, allowing guests to book activities hosted by locals, providing an authentic travel experience.

📋 Description

• 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 • 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

• bonus • equity • benefits • Employee Travel Credits

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