Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Machine Learning Engineer (AI): Developing and refining machine learning models for pricing recommendations with an accent on reinforcement learning techniques. Focus on improving host success rates and integrating models into user-friendly tools.
Location: Must be based in the United States (Remote Eligible, but must reside in a state where Airbnb has a registered entity)
Salary: $196,000 — $227,000 USD
Company
Airbnb is a global platform connecting hosts and guests for unique stays and experiences in almost every country across the globe.
What you will do
- Develop and refine ML models for pricing recommendations, specifically leveraging reinforcement learning.
- Collaborate with data scientists, product managers, and designers to understand project requirements.
- Analyze model performance and implement necessary adjustments to ensure accuracy and effectiveness.
- Work with product engineers to integrate models into user-friendly tools for hosts.
- Contribute to project planning and prioritization to align with broader strategic goals.
Requirements
- 5+ years of experience in machine learning engineering.
- Proven experience in developing and implementing ML models, preferably reinforcement learning.
- Strong proficiency in Python or other relevant programming languages.
- Must be authorized to work in the United States.
- Excellent problem-solving skills and ability to communicate complex ideas clearly.
Nice to have
- Experience in the hospitality industry.
- Experience working with pricing models.
- Familiarity with Airbnb's platform and tools.
Culture & Benefits
- Competitive base pay with eligibility for bonuses and equity.
- Employee Travel Credits for experiencing the platform.
- Remote-eligible work arrangement within specific US states.
- Commitment to inclusion, belonging, and a disability-inclusive application process.
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