Senior Machine Learning Engineer / Team Lead (Computer Vision)
Tripadvisor
Lisboa
Permanente
Horário completo
Há 1 mês
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.The Tripadvisor Machine Learning Team is looking for an exceptional individual to help design and build next generation computer vision systems that model how travelers interact with the various products on the site. Such models will allow a significant improvement in our ability to offer our travelers the most tailored and personalized travel products across a variety of verticals including hotels, restaurants, experiences, etc. (e.g. showing the top family-friendly beachfront properties in Cancun). As a Machine Learning Engineer working in this space, you will have the opportunity to apply your modeling and engineering skills to a number of different areas including (but not limited to) image understanding, sorting and recommendation, and content moderation with a particular focus on computer vision, generative AI, and system design.Tripadvisor is the web's leading travel information site. At Tripadvisor, the Data Science and ML Team creates systems that influence the travel decisions of millions of people per day. It applies cutting edge machine learning techniques to a wide variety of areas, including recommenders, computer vision, 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!Skills & Experience:PhD or Masters in Computer Science, Engineering, Statistics, or related field preferred4+ years of industry experience developing deep learning models at scale from inception to productionStrong software engineering skillsStrong background in machine learning, deep learning, and computer visionSolid foundation in data structures and algorithmsProficiency in a mainstream Python deep learning framework: PyTorch, Tensorflow, or KerasProficiency in Python for numerical / statistical programming (pandas, numpy, scikit-learn, and tools like Jupyter notebooks)Ability to write complex SQL queriesExperience with big data technologies, such as Snowflake and SparkKnowledge of A/B test design and analysisExperience with prompt engineering preferredWhat You'll Do:Implement cutting edge deep learning and generative AI models in semantic segmentation, object detection, image classification, content creation, etc., to solve a variety of core business problemsHarness our database of over 600M images to train new modelsAutomate ETL pipelinesPrototype, evaluate, deploy and maintain new models in productionDesign A/B tests and analyze their resultsCommunicate progress and interpretation of experimental results to technical and business stakeholdersPlan and brainstorm future projectsWhat You'll Get:Highly competitive salary along with the following:Annual bonusStock optionsExcellent contributory pensionFull family private medical coverFull dental coverAnnual wellbeing allowance (e.g. gym membership, Apple Watch, etc.)Complimentary Tripadvisor Plus membershipPersonal travel reimbursement and other travel discountsCritical illness plus full life coverEmployee assistance programIf you need a reasonable accommodation or support during the application or the recruiting process due to a medical condition or disability, please reach out to your individual recruiter or send an email to and let us know the nature of your request . Please include the job requisition number in your message.#LI-GW1
