Senior Machine Learning Engineer, Price Modeling

Навыки

• Внимание к деталям
• Анализ данных
• Machine Learning
• Решение задач
• Python

О компании и продукте

• As a Senior Machine Learning Engineer, you will be a part of Airbnb's innovative pricing guidance team. Our team is a diverse group of engineers, data scientists, and product managers who are dedicated to creating optimal pricing models for our hosts. We work closely with product engineers, designers, and other cross-functional partners to ensure our models are effective, user-friendly, and contribute to the success of our hosts.
• Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way.

Задачи

• In this role, you will be responsible for developing and refining machine learning models for pricing recommendations, with a particular focus on reinforcement learning techniques
• Success in this role will be measured by the accuracy and effectiveness of these models, and their impact on host success rates
• You will also be involved in project planning and prioritization, ensuring that our team's efforts align with Airbnb's broader strategic goals
• A Typical Day
• 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

Требования

• 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
• Your Location
• This position is US - Remote Eligible
• The role may include occasional work at an Airbnb office or attendance at offsites, as agreed to with your manager
• While the position is Remote Eligible, you must live in a state where Airbnb, Inc. has a registered entity
• This list is continuously evolving, so please check back with us if the state you live in is on the exclusion list
• If your position is employed by another Airbnb entity, your recruiter will inform you what states you are eligible to work from

Условия

• Our job titles may span more than one career level
• The actual base pay is dependent upon many factors, such as: training, transferable skills, work experience, business needs and market demands
• The base pay range is subject to change and may be modified in the future
• This role may also be eligible for bonus, equity, benefits, and Employee Travel Credits
• Pay Range
• 196,000 — $227,000 USD

Паспорт вакансии

История публикации

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Почему на этом месте в выдаче

Порядок выдачи объявлен контрактом: свежесть решает между днями, полнота и зарплата — внутри дня.