Machine Learning Scientist I
Há 7 dias
We believe that we are better together, and at Tripadvisor we welcome you for who you are. Our workplace is for everyone, as is our people powered platform. At Tripadvisor, we want you to bring your unique identities, abilities, and experiences, so we can collectively revolutionize travel and together find the good out there.
We are looking for an exceptional scientist to join our Machine Learning team, focusing primarily on the Tripadvisor Experiences business. Our Experiences vertical provides customers with a collection of over 300K bookable products - experiences like glacier hikes in Alaska, guided walking tours in Lisbon, swimming with pigs in the Bahamas, and many, many more. The fast-growing user and product spaces pose a significant challenge for us: how to match users with experiences that are relevant to them, and how to learn as much as we can about the products in our inventory. As a Machine Learning Scientist working in this space, you will have the opportunity to apply your modeling and engineering skills to a number of different areas, but with a particular focus on sort and recommendation, item representation, and any other Product features that require ML support. In this role, you will deploy your solutions online and be able to observe the impact of your work in real time as you help the company grow. In your day to day, you will collaborate with a broad multidisciplinary team, including other ML scientists, analysts, product managers, and engineers to build ML powered solutions and get them on the website to solve user problems. You'll be encouraged to take ownership of your projects and to find new opportunities and problems where machine learning could be applied to improve the business.
About Machine Learning at Tripadvisor
Tripadvisor is the web's leading travel information site. At Tripadvisor, the ML Team creates systems that influence the travel decisions of millions of people per day. We apply cutting edge machine learning techniques to a wide variety of areas, including recommenders, online advertising, vision, text processing, and natural language processing. To ensure continued success, Tripadvisor promotes a culture of personal development, including social activities, journal clubs, memberships in online learning resources, and participation in industry conferences. Have a great time while shaping the future of travel
Location: Please note, this position will be either office, hybrid or remote-based, within Portugal.
What you will be doing
- Participate in the design and deployment of machine learning models to solve a variety of core business problems across the Experiences business.
- Seek out new opportunities to apply data science and machine learning in the Experiences space.
- Prototype, evaluate, deploy and maintain new models in production.
- Design A/B tests and analyze their results.
- Communicate progress and interpretation of model output/performance to technical and business stakeholders.
- Participate in the determination of next steps for each project.
What You Are Like:
- Team player
- Loves to learn
- Great communicator
- Gets things done on time and on specification
Qualifications:
- Master's degree in Computer Science, Engineering, Statistics, or related quantitative field.
- Excellent communication skills for both technical and non-technical audiences.
- Strong foundation in machine learning and statistics.
- Solid foundation on data structures and algorithms.
- Proficiency in Python.
- Experience with sort and recommendation modeling a plus.
- Previous experience is a plus, but not required.
We strive to create an accessible and inclusive experience for all candidates.
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